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  • 發布日期：115-05-18
  • 更新日期：115-05-27
  • 發布單位：資訊管理研究所
 
陳柏安照片

教授 兼 所長
陳柏安

研究室　　　管理二館MB303
校內分機　　57404
電子信箱　　poanchen@nycu.edu.tw
實驗室　　　經濟與計算實驗室
 
 
經濟與計算實驗室
地點：管理二館
MB313C
 
研究領域
演算法賽局理論
機器學習理論
多代理人與分散式系統
社群網路
 
開授課程
經濟與計算
計算理論
計算機概論
程式設計
  • 學歷
    • 南加州大學 電腦科學博士
    • 國立台灣大學 資訊管理系
  • 經歷
    • Visiting Scholar, Department of Computer Science, SEAS, Harvard University (Aug 2017 – Jul 2018)
    • 中央研究院資訊所訪問學人
    • 中央研究院資訊所博士後研究人員
    • Research Intern, Center for Mathematics and Information (CWI), Amsterdam
  1. Po-An Chen, Ya-Wen Cheng, Tsung-Jui Wu, and Tze-Wei Liu. Maximizing the Total Weighted Operating Time for Surgery Scheduling via Linear Program Randomized Rounding Algorithms. Accepted to Journal of Information Science and Engineering (JISE). Feb 2026
  2. Po-An Chen, Ling-Wei Wang, Bertrand M.-T. Lin, Ya-Wen Cheng, and Chien-Hung Chen. Tight bounds on the weak price of anarchy for the randomized externality policy in scheduling games with multi-job players. In Journal of the Operational Research Society (JORS), Jun 2025
  3. Po-An Chen, Chi-Jen Lu, Chuang-Chieh Lin, An-Tzu Teng, and Ke-Wei Fu. Multiagent learning for competitive opinion optimization. In Theoretical Computer Science (TCS) 1017, Nov 2024
  4. Yu-Chen Cheng, Po-An Chen, Feng-Chi Chen, and Ya-Wen Cheng. Adversarial Learning with Optimism for Bias Reduction in Machine Learning. Accepted to AI and Ethics (AIET), 2023.
  5. Chuang-Chieh Lin, Chih-Chieh Hung, Chi-Jen Lu, and Po-An Chen. Group Formation by Group Joining and Opinion Updates via Multi-Agent Online Gradient Ascent. Accepted (in press) to IEEE Computational Intelligence Magazine (IEEE CIM), special issue Artificial Intelligence Explained, 2023.
  6. Yongge Yang, Yu-Ching Lee, and Po-An Chen. Competitive Demand Learning: A Non-cooperative Pricing Algorithm with Coordinated Price Experimentation. Accepted (in press) to Production and Operations Management (POM), 2023.
  7. Yongge Yang, Po-An Chen, Yu-Ching Lee, and Yung-Yan Fanchiang. On the Firefighter Problem with Spreading Vaccination for Maximizing the Number of Saved Nodes: the IP Model and LP Rounding Algorithms. Accepted (in press) to Optimization Letters (OPTL), 2022.
  8. Po-An Chen, Yi-Le Chen, and Wei Lo. Opinion Optimization for Two Different Social Objectives: Combinatorial Algorithms and Linear Program Rounding. Accepted (in press) to Journal of Information Science and Engineering (JISE), 2022.
  9. Po-An Chen, Chi-Jen Lu, Yu-Sin Lu. An Alternating Algorithm for Finding Linear Arrow-Debreu Market Equilibria. Theory of Computing Systems (TOCS), Volume 65, Issue 5, 2021.
  10. Chuang-Chieh Lin, Chi-Jen Lu, Po-An Chen. How Good is a Two-Party Election Game? Theoretical Computer Science (TCS), Volume 871, Jun 2021.
  11. Chu-Han Cheng, Po-An Chen, Wing-Kai Hon. Budget-Constrained Multi-Battle Contests: A New Perspective and Analysis. Theoretical Computer Science (TCS), Volume 721, Apr 2018
  12. Po-An Chen, Generalized Mirror Descents with Non-Convex Potential Functions in Atomic Congestion Games: Continuous Time and Discrete Time. Information Processing Letters (IPL). Volume 130, Feb 2018
  13. Po-An Chen, Chi-Jen Lu. Generalized Mirror Descents in Congestion Games. In Articial Intelligence (AIJ), Volume 241, Dec 2016
  14. Po-An Chen, Yi-Le Chen, Chi-Jen Lu. Bounds on the Price of Anarchy for a More General Class of Directed Graphs in Opinion Formation Games. In Operations Research Letters (ORL), Volume 44, Issue 6, Nov 2016.
  15. Po-An Chen. How Egalitarian Are Nash Equilibria in Network Cost-Sharing Games? In Operations Research Letters (ORL), Volume 43 Issue 6, Nov 2015
  16. Po-An Chen, Bart de Keijzer, David Kempe, and Guido Schaefer. Altruism and Its Impact on the Price of Anarchy. In ACM Transactions on Economics and Computation (ACM TEAC), Volume 2 Issue 4, Oct 2014. Article No. 17.
  1. Chuang-Chieh Lin, Chi-Jen Lu, Po-An Chen, and Chih-Chieh Hung. Computing Pure-Strategy Nash Equilibria in a Two-Party Policy Competition: Existence and Algorithmic Approaches (Extended Abstract). In Proceedings of the 25th International Conference on Autonomous and Multiagent Systems (AAMAS’26). Paphos, Cyprus
  2. Po-Hsun Wan, Chia-Yen Hsu, Feng-Chi Chen, Po-An Chen, and Ya-Wen Cheng. Conditional Self-supervised Contrastive Learning for Fair Text Classification. In Proceedings of the 30th International Conference on Technologies and Applications of Artificial Intelligence (TAAI’25). Taipei, Taiwan.
  3. Po-An Chen, Chi-Jen Lu, Chuang-Chieh Lin, and Jing Huang. Towards Distributed Multiagent Learning for Finding Linear Arrow-Debreu Market Equilibria: Projection-Free Optimistic Gradient Descent Ascent. In Proceedings of the 2025 International Workshop on Algorithms in Engineering (IWAE’25), affiliated with the International Institution of Engineering and Technology (IET) Conference. Best paper award.
  4. Po-An Chen, Alison Hsiang-Hsuan Liu, and Rick van de Bovenkamp. CAP: Consistencising the Analysis with Predictions in Online Algorithms. In Theory and Applications of Algorithms with Predictions (TAAP’25, satelite workshop of ICALP 2025). Aarhus, Denmark
  5. Ya-Wen Cheng, Po-An Chen, and Ting-Chieh Whao. Distributed Multiagent Bandit Learning towards the Social Optimum in Scheduling Games (Generally, Congestion Games). In the 2025 International Symposium on Scheduling (ISS’25). Tokyo, Japan.
  6. Po-An Chen, Chi-Jen Lu, Chuang-Chieh Lin, Yu-Qin Lin. When and How to Have Negative Regrets for Online Learners? Profits for Prediction Market Makers as an Example. Poster. The 9th International Workshop on Computational Social Choice (COMSOC’23), Beersheba, Israel.
  7. Po-An Chen, Ya-Wen Cheng, Tze-Wei Liu, and Tsung-Jui Wu. Program Randomized Rounding for Surgery Scheduling. In the 2023 International Symposium on Scheduling (ISS’23). Tsukuba, Japan.
  8. Chi-Hao Wang, Chi-Jen Lu, Ming-Tat Ko, Po-An Chen and Chuang-Chieh Lin. Budget-Constrained Cost-Covering Job Assignment for a Total Contribution-Maximizing Platform. In Proceedings of the 34th International Workshop on Combinatorial Algorithms (IWOCA’23). Tainan, Taiwan.
  9. Po-An Chen, Chi-Jen Lu, Chuang-Chieh Lin, and Ke-Wei Fu. Multiagent Learning for Competitive Opinion Optimization (Extended Abstract). In Proceedings of the 2022 ICS Workshop on Algorithms, Bioinformatics, and Computation Theory (WABCT’22). Taoyuan, Taiwan.
  10. Yu-Cheng Kang, Po-An Chen, and Feng-Chi Chen. Under-Sampling and Over-Sampling for Debias in Machine Learning (Extended Abstract). In Proceedings of the 27th International Conference on Technologies and Applications of Artificial Intelligence (TAAI’22). Tainan, Taiwan.
  11. An-Tzu Teng, Yen-Ming Chen, and Po-An Chen. Goal-Exchangeable Collision-Free Multi-Agent Path Finding and Task Assignment. Oral presentation. In the 33rd International Conference on Information Management (ICIM’22). SCU, Taiwan.
  12. Po-An Chen, Yi-Le Chen, and Wei Lo. Opinion Optimization for Two Different Social Objectives: Combinatorial Algorithms and Linear Program Rounding Algorithms. Best paper award. In the 39th Workshop on Combinatorial Mathematics and Computation Theory (CMCT’22). NCCU, Taiwan.
  13. Yongge Yang, Po-Yang Wu, Po-An Chen, Yao-Yun Chang, Wing-Kai Hon. Selling User Data to No-Regret Advertisers via Each Mediator’s Dynamic Multi-Item Auction. In the 2022 INFORMS Conference on Revenue Management and Pricing (RMP’22). Chicago, USA (virtual conference).
  14. Selling User Data to No-Regret Advertisers via Dynamic Multi-Item Auctions. Poster. The 17th Conference on Web and Internet Economics (WINE’21), virtual conference.
  15. Po-An Chen, Ya-Wen Cheng, Yao-Wei Tseng. Mixed Integer Programming and LP Rounding for Opinion Maximization on Directed Acyclic Graphs. In Proceedings of the 10th International Conference on Complex Networks and their Applications (CNA’21), virtual conference.
  16. How Good is a Two-Party Election Game? Poster. The 21st ACM Conference on Economics and Computation (EC’20), virtual conference.
  17. Wei-Cheng Tseng, Yen-Jen Su, Po-An Chen. An Algorithm for Finding Equilibria in Linear Arrow-Debreu Markets: Simulation and Numerical Computation (In Chinese). The 31st International Conference on Information Management (ICIM’20), NCYU, Taiwan.
  18. Young-Ge Yang, Yu-Ching Lee, Po-An Chen. Competitive Demand Learning: A Data-Driven Pricing Algorithm. Oral presentation. To appear in the 6th World Congress of the Game Theory Society (GAMES’21), Budapest, Hungary.
  19. Po-An Chen, Chi-Jen Lu, Yu-Sin Lu. An Alternating Algorithm for Finding Linear Arrow-Debreu Market Equilibria. Oral presentation. The 6th International Conference on Continuous Optimization (ICCOPT’19), Berlin, Germany.
  20. Playing Stackelberg Opinion Optimization with Randomized Algorithms for Combinatorial Strategies. Poster. The 20th ACM Conference on Economics and Computation (EC’19), Phoenix, Arizona.
  21. Po-An Chen, Chia-Chen Liu. Randomized Local Policies for Scheduling Games with Multi-Job Players (In Chinese). Best Paper Award. The 36th Workshop on Combinatorial Mathematics and Computation Theory (WCMCT’19), NCTU, Taiwan.
  22. Bounds on the price of anarchy for a more general class of directed graphs in opinion formation games. Poster. The 18th ACM Conference on Economics and Computation (EC’17), MIT, Massachusetts.
  23. Po-An Chen, Generalized Mirror Descents with Non-Convex Potential Functions in Atomic Congestion Games. In Supplementary Proceedings of the 9th International Conference on Discrete Optimization and Operations Research (DOOR’16), Vladivostok, Russia.
  24. Discrete and Continuous Generalized Mirror Descents in Atomic Congestion Games. Poster. The 17th ACM Conference on Economics and Computation (EC’16). Maastricht, the Netherlands.
  25. Chu-Han Cheng, Po-An Chen, and Wing-Kai Hon. Budget-Constrained Multi-Battle Contests: A New Perspective and Analysis. Oral presentation. The 5th World Congress of the Game Theory Society (GAMES’16). Maastricht, the Netherlands.
  26. Po-An Chen, Yi-Le Chen, and Chi-Jen Lu. How Much of a Person Influencing the Others and Being Influenced Matters in Opinion Formation Games (Extended Abstract). Oral presentation. Collective Intelligence Conference 2016 (CI’16). New York City, USA.
  27. Po-An Chen and Chi-Jen Lu. Playing Congestion Games with Bandit Feedbacks (extended abstract). In Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’15).
  28. How Egalitarian Are Nash Equilibria in Network Cost-Sharing Games?. Poster. The 10th Conference on Web and Internet Economics (WINE’14). Beijing, China.
  29. Po-An Chen and Chi-Jen Lu. Generalized Mirror-Descents in Congestion Games with Splittable Flows. In Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’14).
  30. The Egalitarian Price of Anarchy in a Subclass of Shapley Network Cost-Sharing Games (Abstract). Oral presentation. The International Conference on Discrete Optimization and Operations Research (DOOR’13). Novosibirsk, Russia.
  31. Gradient Descents in Potential Games and Application in Atomic Splittable Congestion Games. Poster. The 14th ACM Conference on Electronic Commerce (EC’13). Philadelphia, USA.
  32. Po-An Chen, Bart de Keijzer, David Kempe, and Guido Schaefer. The Robust Price of Anarchy of Altruistic Games. (Short paper). In Proceedings of the 7th Workshop on Internet & Network Economics (WINE’11).
  33. Po-An Chen, Mary David, and David Kempe. Better Vaccination Strategies for Better People. In Proceedings of the 11th ACM Conference on Electronic Commerce (EC’10).
  34. Xiaoxun Sun, William Yeoh, Po-An Chen, Sven Koenig. Simple Optimization Techniques for A*-Based Search. In Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’09).
  35. Po-An Chen and David Kempe. Altruism, Sel fishness, and Spite in Tra ffic Routing. In Proceedings of the 9th ACM Conference on Electronic Commerce (EC’08).
  36. Po-An Chen and David Kempe. Altruism and Sel fishness in Tra ffic Routing. In the 45th Annual Allerton Conference on Communication, Control, and Computing. (Allerton’07)
  37. Rajiv T.Maheswaran, Craig M. Rogers, Romeo Sanchez, Pedro Szekely and Po-An Chen. Scaling in Domains with Uncertainty: Criticality Sensitive Coordination. In the 3rd Workshop on Challenges in the Coordination of Large Scale Multi-Agent Systems (LSMAS), AAMAS 2006.
  38. Rajiv T. Maheswaran, Craig M. Rogers, Romeo Sanchez, Pedro Szekely and Po-An Chen. Distributed Scheduling for Multi-Agent Teamwork in Uncertain Domains: Criticality-Sensitive Coordination. In the Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), AAMAS 2006.
  39. Po-An Chen and Tyng-Ruey Chuang. Truthful Online Auctions for Pricing Peer-to-Peer Services. In Proceedings of the 7th International IEEE Conference on E-Commerce Technology 2005 (CEC’05).
EC 實驗室標誌　　經濟與計算實驗室
 
  • 實驗室介紹
    • We are generally interested in economics and computation, artificial intelligence, and operations research, specifically including algorithmic game theory, machine learning, social networks, and multiagent and distributed systems. Our current focus is on the price of anarchy, design and analysis of learning algorithms and dynamics in games, markets, and multiagent systems as well as data analysis including but not limited to algorithmic fairness and bias in AI.
  • 實驗室方向
    • 經濟與計算
    • 人工智慧
    • 作業研究
  • 研究工具
    • Design and analysis of algorithms / approximation algorithms / randomized algorithms
    • Discrete mathematics / mathematical programming / linear algebra
    • Matlab, Maple, or related softwares
    • LaTex
  • 基礎需求
    • Design and analysis of algorithms
    • Discrete mathematics
    • Basic programming skills
  • 可供聯絡之學長姐
    • 請直接和老師聯絡
相關圖片：
exchangealt EN
  • 發布日期：115-05-18
  • 更新日期：115-05-27
  • 發布單位：資訊管理研究所
 
劉敦仁照片

教授
劉敦仁

研究室　　　管理二館MB305
校內分機　　57405
電子信箱　　dliu@nycu.edu.tw
實驗室　　　資料庫與資訊系統實驗室
 
 
資料庫與資訊系統實驗室
地點：管理二館MB305
 
研究領域
資料探勘
推薦系統
智慧資料分析
 
開授課程
資料探勘研究與實務
資料探勘專題
資料庫管理系統
  • 學歷
    • 明尼蘇達大學 電腦與資訊科學博士
    • 國立台灣大學 資訊工程系
  1. Duen-Ren Liu, Yu-Hsuan Chen, Minxin Shen, Pei-Jung Lu, Complementary QA-Network Analysis for QA Retrieval in Question-Answering Websites, Journal of the American Society for Information Science and Technology, forthcoming, Accepted in October 2013
  2. Chin-Hui Lai, Duen-Ren Liu, Cai-Sin Lin, Novel Personal and Group-based Trust Models in Collaborative Filtering for Document Recommendation, Information Sciences, Vol 239, August 2013, pp. 31-49
  3. Duen-Ren Liu, Chih-Wei Lin, Hui-Fang Chen, Discovering Role-based Virtual Knowledge Flows for Organizational Knowledge Support, Decision Support Systems, Vol 55, No. 1, April 2013, pp. 12-30
  4. Duen-Ren Liu, Yu-Hsuan Chen, Wei-Chen Kao, Hsiu-Wen Wang, Integrating Expert Profile, Reputation and Link Analysis for Expert Finding in Question-Answering Websites, Information Processing and Management, Vol 49, No. 1, January 2013, pp. 312-329
  5. Duen-Ren Liu, Wei-Hsiao Chen, Po-Huan Chiu, Recommending Quality Book Reviews from Heterogeneous Websites, Internet Research, Vol. 23, No 1, 2013, pp. 27-46
  6. Minxin Shen, Duen-Ren Liu, Yu-Siang Huang, Extracting Semantic Relations to Enrich Domain Ontologies, Journal of Intelligent Information Systems, Vol 39, No. 3, December 2012, pp. 749-761 2012
  7. Duen-Ren Liu, Chin-Hui Lai, Ya-Ting Chen, Document Recommendations Based on Knowledge Flows: A Hybrid of Personalized and Group-based Approaches, Journal of the American Society for Information Science and Technology, Vol 63, No. 10, October 2012, pp. 2100-2117
  8. Duen-Ren Liu, Chih-Wei Lin, Modeling Knowledge-Flow Views for Collaborative Knowledge Support, Knowledge-Based Systems, Vol 31, July 2012, pp. 41-54
  9. Chuen-He Liou, Duen-Ren Liu, Hybrid Recommendations for Mobile Commerce based on Mobile Phone Features, Expert Systems – The Journal of Knowledge Engineering, Vol 29, No. 2, May 2012, pp. 108-123
  10. Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu, Dominance-based Fuzzy Rough Set Analysis of Uncertain and Possibilistic Data Tables, International Journal of Approximate Reasoning, Vol 52, No. 9, December 2011, pp. 1283-1297
  11. Duen-Ren Liu, Chin-Hui Lai, Hsuan Chiu, Sequence-based Trust in Collaborative Filtering for Document Recommendation, International Journal of Human-Computer Studies, Vol. 69, No. 9, August 2011, pp. 587-601
  12. Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu, A Relational Perspective of Attribute Reduction in Rough Set-based Data analysis, European Journal of Operational Research, Vol. 213, No. 1, August 2011, pp. 270-278
  13. Duen-Ren Liu, Pei-Yun Tsai, Po-Huan Chiu, Personalized Recommendation of Popular Blog Articles for Mobile Applications, Information Sciences, Vol. 181, No. 9, May 2011, pp. 1551-1572
  14. Chih-Kun Ke, Duen-Ren Liu, Context-based Knowledge Support for Problem-solving by Rule-inference and Case-based Reasoning, International Journal of Innovative Computing Information and Control, Vol. 7, No. 7A, July 2011, pp. 3615-3631
  15. Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu, A Logical Formulation of Rough Set Definability, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 19, No. 1, February 2011, pp. 27-37
  16. Duen-Ren Liu, Chuen-He Liou, Mobile Commerce Product Recommendations based on Hybrid Multiple Channels, Electronic Commerce Research and Applications, Vol. 10, No. 1, January-February, 2011, pp. 94-104
  17. Duen-Ren Liu, Meng-Jung Shih, Hybrid Patent Classification based on Patent Network Analysis, Journal of the American Society for Information Science and Technology, Vol. 62, No. 2, January 2011, pp. 246-256
  18. Duen-Ren Liu, Chin-Hui Lai, Mining Group-based Knowledge Flows for Sharing Task Knowledge, Decision Support Systems, Vol. 50, No. 2, January 2011, pp. 370-386
  19. Meng-Jung Shih, Duen-Ren Liu, Ming-Li Hsu, Discovering Competitive Intelligence by Mining Changes in Patent Trends, Expert Systems with Applications, Vol. 37, No. 4, April 2010, pp. 2882–2890
  20. I-Chin Wu, Duen-Ren Liu, Pei-Cheng Chang, Learning Dynamic Information Needs: A Collaborative Topic Variation Inspection Approach, Journal of the American Society for Information Science and Technology, Vol. 60, No. 12, December 2009, pp. 2430-2451
  21. Chin-Hui Lai, Duen-Ren Liu, Integrating Knowledge Flow Mining and Collaborative Filtering to Support Document Recommendation, Journal of Systems and Software, Vol. 82, No. 12, December 2009, pp. 2023-2037
  22. Duen-Ren Liu, Chin-Hui Lai, Wang-Jung Lee, A Hybrid of Sequential Rules and Collaborative Filtering for Product Recommendation, Information Sciences, Vol. 179, No. 20, September 2009, pp. 3505-3519
  23. Duen-Ren Liu, Meng-Jung Shih, Churn-Jung Liau, Chin-Hui Lai, Mining the Change of Event Trends for Decision Support in Environmental Scanning, Expert Systems with Applications, Vol. 36, No. 2, March 2009, pp. 972-984
  24. I-Chin Wu, Duen-Ren Liu, Pei-Cheng Chang, Toward Incorporating a Task-stage Identification Technique into the Long-term Document Support Process, Information Processing and management, Vol. 44, No. 5, September 2008, pp. 1649-1672
  25. Duen-Ren Liu, Chin-Hui Lai, Chiu-Wen Huang, Document Recommendation for Knowledge Sharing in Personal Folder Environments, Journal of Systems and Software, Vol. 81, No. 8, August 2008, pp. 1377-1388
  26. Ya-Yueh Shih, Duen-Ren Liu, Product Recommendation Approaches: Collaborative Filtering via Customer Lifetime Value and Customer Demands, Expert Systems with Applications, Vol. 35, No. 1, July 2008, pp. 350-360
  27. Duen-Ren Liu, I-Chin Wu, Collaborative Relevance Assessment for Task-based Knowledge Support, Decision Support Systems, Vol. 44, No. 2, January 2008, pp. 524-543
  28. Duen-Ren Liu, Chih-Kun Ke, Jia-Yuan Lee, Chun-Feng Lee, Knowledge Maps for Composite e-Services: A Mining-based System Platform Coupling with Recommendations, Expert Systems with Applications, Vol. 34, No. 1, January 2008, pp. 700-716
  1. Minxin Shen, Duen-Ren Liu, Discovering Workflow-Aware Virtual Knowledge Flows for Knowledge Dissemination, Proc. of the 2013 International Conference on Electronic Commerce and Web Technology (ECWeb2013), Prague, Czech Republic, August 27-28, 2013, Lecture Notes in Business Information Processing (LNBIP) 152, pp. 80-87, Springer 2013
  2. Chin-Hui Lai, Duen-Ren Liu, Mei-Lan Liu, Recommendations Based on Different Aspects of Influences in Social Media, Proc. of the 2013 International Conference on Electronic Commerce and Web Technology (ECWeb2013), Prague, Czech Republic, August 27-28, 2013, Lecture Notes in Business Information Processing (LNBIP) 152, pp. 194-201, Springer 2013
  3. Kuan-Yu Chen, Hsiu-Yu Liao, Huai-Chun Chi, Duen-Ren Liu, An Analysis of Social Activity Influence in Online Virtual Worlds, Proc. of the 18th International Conference of the Asia Pacific Region of the Decision Sciences Institute, (APDSI 2013), Bali, Indonesia, July 9-13, 2013
  4. Yu-Hsuan Chen, Pei-Jung Lu, Duen-Ren Liu, Complementary QA Analysis for Question-answering Websites, Proc. of the 18th International Conference of the Asia Pacific Region of the Decision Sciences Institute, (APDSI 2013), Bali, Indonesia, July 9-13, 2013
  5. Duen-Ren Liu, Chun-Kai Huang, Yu-Hsuan Chen, Recommending QA Documents for Communities of Question-Answering Websites, Proc. of the Asia Conference on Intelligent Information and Database Systems, March 18-20, 2013, Kuala Lumpur, Malaysia
  6. Hani A. Omar and Duen-Ren Liu, Enhancing Sales Forecasting by using Neuro Networks and the Popularity of Magazine Article Titles, Proc. of the IEEE Sixth International Conference on Genetic and Evolutionary Computing (ICGEC-2012), Kitakyushu, Japan, August 25-28, 2012
  7. Yu-Hsuan Chen, Duen-Ren Liu, A Framework for Identifying Influential Groups in Social Question Answering Sites, Proc. of the 17th International Conference of the Asia Pacific Region of the Decision Sciences Institute, (APDSI 2012), Chiang Mai, Thailand, July 22 – 26, 2012
  8. Hsiu-Yu Liao, Guan-Yu Chen, Duen-Ren Liu, Intensify Avatars’ Immersion In The Virtual Worlds Through A Novel Friend Prediction Model, Proc. of the 17th International Conference of the Asia Pacific Region of the Decision Sciences Institute, (APDSI 2012), Chiang Mai, Thailand, July 22 – 26, 2012
  9. Chin-Hui Lai, Duen-Ren Liu, Cai-Sin Lin, Applying Personal and Group-based Trust Models in Document Recommendation, Proc. of the International Conference on Data Technologies and Applications (DATA 2012), Rome, Italy, July 25-27, 2012
  10. Chih-Wei Lin, Duen-Ren Liu, Hui-Fang Chen, Facilitating Cooperative Knowledge Support by Role-Based Knowledge-Flow Views, Proc. of the International Conference on Information and Knowledge Engineering (ICIKE 2011), Singapore, September 28-30, 2011 pp. 122-129
  11. Chin-Hui Lai, Duen-Ren Liu, Ya-Ting Chen, Recommending Documents via Knowledge Flow-based Group Recommendation, Proc. of the 6th International Conference on Software and Data Technologies, Seville, Spain, July 18-21, 2011
  12. Tuan-Fang Fan, Chum-Jung Liau, Duen-Ren Liu, Dominance-Based Rough Set Approach for Possibilistic Information Systems, Proc. of the 13th Intl Conf. on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, June, Lecture Notes in Computer Science, LNCS 6743, pp. 119-126, 2011
  13. Chi-Chieh Peng and Duen-Ren Liu, Combining Reputation and Content-Based Filtering for Blog Article Recommendation in Social Bookmarking Websites, Proc. of the 12th International Conference on Electronic Commerce, Honolulu, Hawaii, August 2-4, 2010
  14. Chih-Wei Lin, Duen-Ren Liu, Hui-Fang Chen, Modeling Knowledge-Flow View for Knowledge Support in Teamwork, Proc. of the IASTED International Conference on Modelling and Simulation (MS 2010), Banff, Alberta, Canada, July 15-17, 2010
  15. Meng-Jung Shih and Duen-Ren Liu, Patent Classification using Ontology-based Patent Network Analysis, Proc. of the 14th Pacific Asia Conference on Information Systems, Taipei Taiwan, July 9-12, 2010, pp. 962-972
  16. Wei-Chen Kao, Duen-Ren Liu, Hsiu-Wen Wang, Expert Finding in Question-Answering Websites: A Novel Hybrid Approach, Proc. of the ACM 25th Symposium on Applied Computing, (SAC2010), Sierre, Switzerland, March 22-26, 2010, pp. 867-871.
  17. Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu, Constraint-based Attribute Reduction in Rough Set Analysis, Proc. of the IEEE International Conference on Systems, Man, and Cybernetics, Istanbul, Turkish, October 10-13, 2010, pp. 3971-3976.
  18. Chuen-He Liou, Duen-Ren Liu, Hybrid Multiple Channels-based Recommendations for Mobile Commerce, Proc. of the Forty-third Hawaii International Conference on System Sciences (HICSS-43), Hawaii, January 2010, pp. 1-8
  19. Pei-Yung Tsai, Duen-Ren Liu, Personalized Popular Blog Recommender Service for Mobile Applications, Proc. of the 2009 International Conference on Electronic Commerce and Web Technology (ECWeb2009), Austria, September 2009. Lecture Notes in Computer Science (LNCS) 5692, pp. 2-13, Springer 2009
  20. Hsuan Chiu, Duen-Ren Liu, Chin-Hui Lai, Sequence-based Trust for Document Recommendation, Proc. of the 2009 International Conference on Electronic Commerce and Web Technology (ECWeb2009), Austria, September 2009. Lecture Notes in Computer Science (LNCS) 5692, pp. 240-251, Springer 2009
  21. Chuen-He Liou, Duen-Ren Liu, MPF-based Hybrid Recommendations for Mobile Commerce, Proc. of the 2009 International Conference on Information and Knowledge Engineering, Las Vegas, USA, July 13-16, 2009
  22. Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu, Dominance-based Rough Set Analysis of Uncertain Data Table, Proc. of the International Fuzzy Systems Association (IFSA) World Congress and the European Society for Fuzzy Logic and Technology (EUSFLAT) Conference, Lisbon, Portugal, July 20-24, 2009, pp. 294-299
  23. Chin-Hui Lai, Duen-Ren Liu, Mining Knowledge Flow for Modeling the Information Needs of Task-based Groups, Proc. of the IEEE 2008 International Conference on Information Reuse and Integration, Las Vegas, USA, July 2008, pp. 64-69
  24. Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu, Definability in Logic and Rough Set Theory, Proceedings of the 18th European Conference on Artificial Intelligence, Patras, Greece, pp.749–750, July 2008
  25. Meng-Jung Shih, Duen-Ren Liu, Ming-Li Hsu, Mining Changes in Patent Trends for Competitive Intelligence, Proc. of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’08), Japan, May 2008. Lecture Notes in Artificial Intelligence (LNAI) 5012, pp. 999-1005, Springer 2008.
  26. Duen-Ren Liu, Chih-Kun Ke, Mei-Yu Wu, Context-based knowledge support for problem-solving by rule-inference and case-based reasoning, Proc. of the IEEE 2008 International Conference on Machine Learning and Cybernetics, Kunming, China, July 2008, pp. 3205-3210
DB 實驗室標誌　　資料庫與資訊系統實驗室
 
  • 實驗室介紹
    • 一起的小旅遊、一起的溫馨節慶當然還有一起的努力!
    • 研究內容：
      • 以機器學習演算法進行數值預測、語意分析、主題模型建立，並架構推薦系統。研究過程包含文獻探討、資料前處理、資料庫操作、演算法實作、訓練與測試，進一步以分散式架構佈署、執行系統。
    • 開會：
      • 每周固定一次全實驗室開會，輪流報告近期新興研究與方法、和研究方向相關的論文，平日也可自由與老師、學長姐討論。
    • 課業與研究：
    • 課業：資料探勘研究與實務、資料探勘專題是必修課程，其他課程不拘，符合所上修業規章即可
      • 研究：碩一時，閱讀相關論文、增強程式能力，碩一下大致確定研究方向，碩一暑假發想大略的研究計畫。碩二時，文獻探討、資料處理、實驗實作
    • 活動：
      • 出遊：老師、同學開車出遊，騎腳踏車、親近大自然為主。
      • 聚餐：籌劃小活動、吃吃喝喝! 特殊節日舉行，例如:慶生、聖誕節、歷屆學長姐回娘家、冬令進補…等。
    • 日常：
      • 會一起買午晚餐(歡迎自備環保碗筷!)，不定期聚餐、玩桌遊，實驗室感情融洽~
  • 實驗室方向
    • 資料探勘
    • 推薦系統
    • 智慧資料分析
  • 研究工具
    • 程式語言：Python or Java
    • 框架：Spark / Hadoop
    • 函式庫 ：scikit-learn / TensorFlow
    • 資料庫：MongoDB
  • 基礎需求
    • 程式設計
    • 資料庫管理
    • 態度積極
    • 生活課業兼顧
  • 可供聯絡之學長姐
相關圖片：
exchangealt EN
  • 發布日期：115-05-18
  • 更新日期：115-05-27
  • 發布單位：資訊管理研究所
 
蔡銘箴照片

教授
蔡銘箴

研究室　　　管理二館MB306
校內分機　　57406
電子信箱　　mjtsai@nycu.edu.tw
實驗室　　　商務多媒體研究室
 
 
商務多媒體研究室
地點：管理二館MB317A
分機：57417
 
研究領域
數位多媒體內容分析與系統應用
電子商務
數位浮水印
數位所有權管理
數位鑑識與資訊搜尋
軟體服務與技術發展
 
開授課程
數位內容理論與應用
電子商務
電子商務營運管理
商業談判與案例探討
軟體工程
  • 學歷
    • 加州大學洛杉磯分校 電機工程學系博士
    • 國立台灣大學 電機工程系
  • 經歷
    • 國立交通大學資訊管理研究所教授
    • 國立交通大學資訊管理研究所副教授
    • 國立交通大學資訊管理研究所助理教授
    • 國立交通大學計算機中心與網路中心 系統支援組組長
    • Cisco北亞洲區網路教學訓練中心主要負責人
    • 美國線上(AOL)資深研發工程師
  1. Min-Jen Tsai*, Imam Yuadi and Yu-Han Tao , “Decision-Theoretic Model to Identify Printed Sources”, Multimedia Tools and Applications, DOI 10.1007/s11042-018-5938-0, April 2018. (SCI)
  2. Min-Jen Tsai* & Imam Yuadi, “Digital Forensics of Microscopic Images for Printed Source Identification”, Multimedia Tools and Applications, DOI 10.1007/s11042-017-4771-1, May 2017. (SCI)
  3. Min-Jen Tsai*, Jin-Sheng Yin and Imam Yuadi, “Tree Group Based Wavelet Watermarking Using Energy Modulation and Consistency Check (WW-EMCC) for Digital Images”, Multimedia Tools and Applications, Volume 74, Issue 24, pp 11139–11161, December 2015. (SCI).
  4. Min-Jen Tsai*, Jin-Sheng Yin, Imam Yuadi and Jung Liu, “Digital Forensics of Printed Source Identification for Chinese Characters”, Multimedia Tools and Applications, Volume 73, Number 3, Page 2129-2155, December, 2014. (SCI). (NSC99-2410-H-009-053-MY2 and NSC101-2410-H-009-006-MY2)
  5. Min-Jen Tsai*, Jung Liu, Jin-Sheng Yin and Imam Yuadi, “A Visible Wavelet Watermarking Technique Based on Exploiting the Contrast Sensitivity Function and Noise Reduction of Human Vision System”, Multimedia Tools and Applications, 2014, Sep, Volume 72, Issue 2, Page 1311-1340 (SCI). (NSC99-2410-H-009-053-MY2 and NSC101-2410-H-009-006-MY2)
  6. Min-Jen Tsai*, Chen-Sheng Wang, Jung Liu and Jin-Sheng Yin, “Using Decision Fusion of Feature Selection in Digital Forensics for Camera Source Model Identification”, Computer Standards & Interfaces, vol. 34, pp. 292-304, 2012. (SCI)
  7. Min-Jen Tsai* and Jung Liu, “A game-theoretic architecture for visible watermarking system of ACOCOA (adaptive content and contrast aware) technique”, EURASIP Journal on Advances in Signal Processing, August 2011, doi:10.1186/1687-6180-2011-48. (SCI) (NSC99-2410-H-009-053-MY2)
  8. Min-Jen Tsai*, Jung Liu, Chen-Sheng Wang, “A game-theoretic framework for the security system of visible watermarking”, Expert Systems with Applications, Volume 38, Issue 5, pp.5748-5754, May, 2011. (SCI) (NSC99-2410-H-009-053-MY2)
  9. Min-Jen Tsai, “Wavelet Tree Based Digital Image Watermarking by Adopting the Chaotic System for Security Enhancement”, Multimedia Tools and Applications, Volume 52, pp. 347-367, 2011 (SCI) (NSC96-2416-H009-015, NSC97-2410-H009-034 and 99-2918-1-009-008)
  10. Min-Jen Tsai*, “Dynamic Energy Enabled Differentiation (DEED) Image Watermarking Based on Human Visual System and Wavelet Tree Classification”, Multimedia Tools and Applications, Volume 52, pp. 385-406, 2011. (SCI) (NSC96-2416-H009-015, NSC97-2410-H009-034 and 99-2918-1-009-008).
  11. Min-Jen Tsai*, “A Visible Watermarking Algorithm Based on the Content and Contrast Aware (COCOA) Technique”, Journal of Visual Communication and Image Representation, Volume 20, Issue 5, July 2009, pp. 323-338, (SCI). (NSC 95-2416-H009-027, NSC 96-2416-H009-015 and NSC 97-2410-H009-034).
  12. Min-Jen Tsai* and Yuan-Fu Luo, “Service-Oriented Grid Computing System for Digital Rights Management (GC-DRM)”, Expert Systems with Applications, Volume 36, Issue 7, September 2009, pp. 10708-10726, (SCI). (NSC 96-2416-H009-015 and NSC 97-2410-H009-034)
  13. Min-Jen Tsai* and Yin-Kai Hung, “Distributed Computing Power Service Coordination Based on Peer-to-Peer Grids Architecture”, Expert Systems with Applications, Volume 36, pp. 3101-3118, March, 2009 (SCI). (NSC 95-2416-H009-027 and NSC 96-2416-H009-015)
  14. Min-Jen Tsai*, “From OEM to Brand Name Enterprise: the Transformation of the After-Sales Service of MiTAC, Inc.”, International Journal of Services Technology and Management, 2009, Vol. 11, No. 4, pp. 390 – 410., (NSC91-2623-7009-016, NSC92-2416-H009-012 and NSC93-2416-H-009-009 and NSC 96-2416-H009-015)
  15. Min-Jen Tsai* and Chang-Hsing Shen, “Differential Energy Based Watermarking Algorithm Using Wavelet Tree Group Modulation (WTGM) and Human Visual System”, IEICE TRANS. FUNDAMENTALS, Vol. E91-A, No. 8, August 2008, pp. 1961-1973 (SCI). (NSC 95-2416-H009-027 and NSC 96-2416-H009-015)
  16. Min-Jen Tsai* and Chih-Cheng Chien, “Authentication and recovery for wavelet-based semifragile watermarking”, Optical Engineering 47(6), 067005, June 2008 (SCI). (NSC 95-2416-H009-027 and NSC 96-2416-H009-015)
  17. Min-Jen Tsai* and Chih-Wen Lin, “Wavelet Based Multipurpose Color Image Watermarking by Using Dual Watermarks with Human Vision System Models”, IEICE TRANS. FUNDAMENTALS, Vol. E91-A, No. 6, June 2008, pp. 1426-1437 (SCI). (NSC 95-2416-H009-027 and NSC 96-2416-H009-015)
  18. Min-Jen Tsai* and Chen-Sheng Wang, “A Computing Coordination Based Fuzzy Group Decision Making (CC-FGDM) for Web Service Oriented Architecture”, Expert Systems with Applications, Volume 34, Issue 4, May 2008, Pages 2921-2936 (SCI). (NSC 94-2416-H009-018 and NSC 95-2416-H009-027)
  19. Tsai, Min-Jen*，Lai, Cheng-Liang，Wu, Guan-Hui，Liu, Jung，Digital Forensic for the Identification of the Camera Sources”, Journal of Information Management, Vol.14， No.2, pp. 49-74, 2007, (TSSCI). (NSC 94-2416-H009-018 and NSC 95-2416-H009-027)
  20. Min-Jen Tsai*, “VoiceXML Dialog System of the Multimodal IP-Telephony – the Application for Voice Ordering Service”, Expert Systems with Applications, Volume 31, Issue 4, November 2006, Pages 684-696, (SCI). (NSC 91-2416-H009-012, NSC92-2416-H009-012 and NSC93-2416-H-009-009)
  21. Min-Jen Tsai*, Chen-Sheng Wang, Po-Yu Yang and Chien-Yu Yang, “A Collaborated Computing System by Web Services Based P2P Architecture”, Springer’s Lecture Notes on Computer Science 3865, pp. 194-204, 2006,(NSC92-2416-H009-012 and NSC93-2416-H-009-009)
  22. Min-Jen Tsai*, Chen-Sheng Wang, Po-Yu Yang and Chien-Yu Yang, “A Collaborated Computing System by Web Services Based P2P Architecture”, Springer’s Lecture Notes on Computer Science 3865, pp. 194-204, 2006. (NSC92-2416-H009-012 and NSC93-2416-H-009-009)
  1. Min-Jen Tsai* and Jen-Chien Lee, “The success factor study for enterprise mobile instant messaging applications”, Western Decision Sciences Institute(WDSI) 2018, 47th Annual Meeting, April 3-6, 2018.
  2. Min-Jen Tsai*, Imam Yuadi, Jin-Sheng Yin and Yu-Han Tao, “Source Identification for Printed Documents”, IEEE International Conference on Collaboration and Internet Computing, San Jose, CA, Oct 15-17, 2017, pp. 54-58, DOI: 10.1109/CIC.2017.00019 (EI)
  3. Min-Jen Tsai* and Imam Yuadi, “Printed source identification by microscopic images”, 2016 IEEE International Conference on Image Processing (ICIP), pp. 3927-3931, Phoenix, AZ, U.S.A., 25-28 Sept. 2016. (EI)
  4. Min-Jen Tsai* and Imam Yuadi, “Source Identification for Printed Arabic Characters”, the 9th IEEE International Conference on Ubi-Media Computing, Moscow, Russia, August 15-17, 2016.
  5. Min-Jen Tsai*, Chien-Lun Hsu, Jin-Sheng Yin, Imam Yuadi, “Digital forensics for printed character source identification”, 2016 IEEE International Conference on Multimedia and Expo (ICME), July 11-15, Seattle, USA, DOI: 10.1109/ICME.2016.7552892. (EI)
  6. Min-Jen Tsai*, Chien-Lun Hsu, Jin-Sheng Yin and Imam Yuadi, “Japanese Character based Printed Source Identification”, 2015 IEEE International Symposium on Circuits and Systems (ISCAS), pp.2800 – 2803, May 24-27, 2015, Lisbon, Portugal. (EI)
  7. Min-Jen Tsai*, Chien-Lun Hsu, Jin-Shen Yin and Jung Liu, “Chinese Printed Source Identification”, International Workshop on Digital-Forensics and Watermarking, October 1-4, 2013, Auckland, New Zealand.
  8. Min-Jen Tsai* and Hsuan-Shao Chang, “The Design of a Hybrid Feature Detector for Adult Images”, IEEE International Conference on Semantic Computing 2013, Sep 16-18, Irvine, U.S.A. (EI).
  9. Min-Jen Tsai* and Jung Liu, “Digital Forensics for Printed Source Identification”, ISCAS2013, pp. 2347 – 2350, May 19-23, 2013, Beijing, China. (EI)
  10. Min-Jen Tsai* and Hsuan-Shao Chang, “A color differentiated fuzzy c-means (CDFCM) based image segmentation algorithm”, 2012 IEEE Visual Communications and Image Processing (VCIP), pp. 1-5, 2012, Nov 26-28, San Diego, U.S.A. (EI)
  11. Min-Jen Tsai*, Ying-Ting Chuang, Huai-Che Hung and Po-Wei Su, “A Secure Mobile Multimedia Content Sharing Service (SMM-CSS)”, 2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP), pp. 250-254, Sep 17-19, Banff, Canada. (EI)
  12. Min-Jen Tsai*, Jung Liu, “The Quality Evaluation of Image Recovery Attack for Visible Watermarking Algorithms”, IEEE Visual Communications and Image Processing (VCIP), pp. 1-4, Nov 6-9, 2011, Tainan City, Taiwan. (EI)
  13. Min-Jen Tsai*, Jung Liu and Ching-Hua Chuang, “The Adaptive Content and Contrast-aware Technique for Visible Watermarking”, 2011 International Conference on Systems and Networks Communications (ICSNC), pp. 38-42, Oct 21-29, 2011, Barcelona, Spain.
  14. Min-Jen Tsai*, Cheng-Sheng Wang, Jung Liu and Ching-Hua Chuang, “Source Color Laser Printer Identification Using Discrete Wavelet Transform and Feature Selection Algorithms”, ISCAS2011, pp. 2633-2636, May 15-18, 2011, Rio de Janeiro, Brazil. (EI)
  15. Min-Jen Tsai* and Jung Liu, “A game-theoretic system security design for the visible watermarking”, MiFor’10, Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, pp. 19-24, Oct. 25-29, 2010, Firenze, Italy. (EI)
  16. Min-Jen Tsai*, Chi-Long Kao and Jung Liu, “The Gentle Spherical Panorama Image Construction for the Web Navigation System”, Proceedings of the 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), pp.1578-1581, 2010. (EI)
  17. Min-Jen Tsai*, “Security Enhancement by Adopting the Chaotic System for Wavelet Tree Based Digital Image Watermarking”, IEEE International Conference on Image Processing (ICIP2009), pp. 3661-3664, Nov 7-11, 2009, Cairo, Egypt. (EI)
  18. Min-Jen Tsai*, Cheng-Sheng Wang and Jung Liu, “A Hybrid Model for Digital Camera Source Identification”, IEEE International Conference on Image Processing (ICIP2009), pp. 2901-2904, Nov 7-11, 2009, Cairo, Egypt. (EI)
  19. Min-Jen Tsai*, Chang-Hsing Shen and Jung Liu, “Multipurpose Image Watermarking Based on the Wavelet Tree Contrast Level Transformation”, International Conference on Communications (ICC2009), pp. 1–4, June 14-17, 2009, Dresden, Germany. (EI)
  20. Min-Jen Tsai* and Bai-Jiun Chen, “Tree Energy Differentiation (TED) Based Wavelet Watermarking for Digital Images”, IEEE International Conference on Image Processing (ICIP2008), Oct 12-15, 2008, San Diego, United States. (EI)
  21. Min-Jen Tsai*, Ching-Ting Lin and Jung Liu, “A Wavelet-based Watermarking Scheme Using Double Wavelet Tree Energy Modulation”, IEEE International Conference on Image Processing (ICIP2008), pp. 417-420, Oct 12-15, 2008, San Diego, United States. (EI)
  22. Min-Jen Tsai* and Chen-Sheng Wang, “Adaptive feature selection for digital camera source identification”, ISCAS2008, pp. 412-415, May 18-21, 2008, Seattle, U.S.A. (EI)
  23. Min-Jen Tsai* and Chih-Cheng Chien, “A wavelet-based semi-fragile watermarking with recovery mechanism”, ISCAS2008, pp. 3033-3036, May 18-21, 2008, Seattle, U.S.A. (EI)
  24. Min-Jen Tsai* and Yuan-Fu Luo, “Digital Right Management Based on Grid Computing Architecture (GC-DRM)”, CSCWD2008, pp. 494-500, April 16-18, 2008, Xi’an, China. (EI)
  25. Min-Jen Tsai*, “The Workflow Development for Electronic Manufacturing Industry”, CSCWD2008, pp. 688-692, April 16-18, 2008, Xi’an, China. (EI)
  26. Min-Jen Tsai*, “The workflow kernel development and benefit analysis for electronic manufacturing industry”, ICEB2007, Dec 2-Dec 6, 2007, Taipei, Taiwan.
  27. Min-Jen Tsai*, Chih-Wen Lin, “The Collaboration of Noise Reduction and Human Vision System Models for a Visible Watermarking Algorithm”, IEEE International Conference on Image Processing (ICIP2007), vol. 3, 273-276, Sep 16-19, 2007, San Antonio, United States. (EI)
  28. Min-Jen Tsai* and Chen-Long Lin, “Constrained Wavelet Tree Quantization for Image Watermarking”, International Conference on Communications (ICC2007), pp. 1350-1354, June 24-28, 2007, Glasgow, England. (EI)
  29. Min-Jen Tsai* and Chen-Sheng Wang, “Adaptive Real Time Computation Coordination for the Web Services Based Computing Architecture”, CSCWD2007, pp. 562-567, April 26-28, 2007, Melbourne, Australia. (EI)
  30. Min-Jen Tsai* and Chang-Hsing Shen, “Wavelet Tree Group Modulation (WTGM) for Digital Image Watermarking”, IEEE ICASSP2007, vol. II, 173-176, April 15-20, 2007, Honolulu, United States. (EI).
  31. Min-Jen Tsai*, Cheng-Liang Lai and Jung Liu, “CAMERA/MOBILE PHONE SOURCE IDENTIFICATION FOR DIGITAL FORENSICS”, IEEE ICASSP2007, vol. II, 221-224, April 15-20, 2007, Honolulu, United States. (EI)
  32. Min-Jen Tsai*, “The Sustainable Management of the Service Center for High Tech Industry in Asia – a Case Study of Mio-TECH”, ICEB2006, Nov 28-Dec 2, 2006, Tampere, Finland.
  33. Min-Jen Tsai* and Guan-Hui Wu, “USING IMAGE FEATURES TO IDENTIFY CAMERA SOURCES”, IEEE ICASSP2006, vol II, pp. 297-300, May 15-May 19, 2006, Toulouse, France. (EI)
  34. Min-Jen Tsai* and Hsiao-Ying Hung, “Wavelet Transform Based Digital Watermarking for Image Authentication”, ICIS2005.
  35. Min-Jen Tsai* and Chien-Yu Yang, “A Collaborated Computing System for Load Sharing with P2P Environments: A Study for the Algorithm Analysis in the Digital Watermark Filter Evaluation”, CSCWD2005, May 22-27, 2005, Coventry, England. (EI)
  36. Min-Jen Tsai*, “The VoiceXML Dialog System for the E-Commerce Ordering Service”, CSCWD2005, May 22-27, 2005, Coventry, England. (EI)
  37. Chen-Sheng Wang and Min-Jen Tsai*, “Using Web Services Composition to Facilitate Business Process Development”, PICMET2005, July 31-Aug 4, 2005, Portland, U.S.A.
MM 實驗室標誌　　商務多媒體研究室
 
  • 實驗室介紹
    • MMLab由蔡銘箴教授指導，歡迎你加入這個溫暖大家庭♥ (´u` )人
  • 實驗室方向
    • 影像處理
    • 機器學習
    • 印刷文件來源鑑識
  • 研究工具
    • Matlab
    • Eclipse
    • VSCode
  • 基礎需求
    • 程式設計
    • 機器學習
    • 態度積極
    • 數位內容
  • 可供聯絡之學長姐
相關圖片：
exchangealt EN
  • 發布日期：115-05-18
  • 更新日期：115-05-27
  • 發布單位：資訊管理研究所
 
林妙聰照片

教授
林妙聰

研究室　　　管理二館MB310
校內分機　　57410, 31472
電子信箱　　bmtlin@nycu.edu.tw
實驗室　　　最佳化理論與應用實驗室
 
 
最佳化理論與應用實驗室
地點：管理二館MB313B
分機：57419
 
研究領域
排程理論
作業管理
離散最佳化
 
開授課程
 
排程理論與應用
高等演算法
演算法
資料結構
  • 學歷
    • 國立交通大學 資訊工程學系博士
    • 國立交通大學 資訊科學系
  • 經歷
    • 國立交通大學資訊管理研究所 所長
    • 國立交通大學資訊管理與財務金融學系 教授
    • 國立暨南大學資訊管理學系 教授、系主任
    • 銘傳大學資訊科學系 教授、系主任
    • 銘傳大學資訊管理學系 副教授
  • 訪問學者
    • Department of Industrial & Operations Engineering, University of Michigan
    • Department of Computer Science, NJIT
    • Sobolev of Mathematics, Russian Academy of Sciences
    • IBM T.J. Watson Research Center, N.Y.
  • 訪問教授
    • Faculty of Physical and Mathematical Sciences, University of Technology Sydney
    • Warwick Business School, Warwick University
    • Senior Research Fellow
    • Department of Management, The Hong Kong Polytechnic University
  • 期刊編輯服務
    • Area editor, NTU Management Review 台大管理論叢 (12/2022~)
    • Associate editor, Asia-Pacific Journal of Operational Research (09/2008~)
  • 已卸任
    • Area editor, Sun Yat-Sen Management Review中山管理評論 (01/2017~07/2019)
    • Editorial board member, International Journal of Production Economics (04/2008~02/2021)
  1. Huang, C.T., Hsieh, T.J. & Lin*, B.M.T. (2024). Data-driven scheduling for the photolithography process in semiconductor manufacturing. Accepted by Journal of Industrial and Management Optimization.
  2. Zinder, Y., Berlinska*, J. & Lin, B.M.T. (2024). Makespan minimisation for independent jobs with shared additional operations and parallel identical machines. Computers and Operations Research. 170, 106780.
  3. Lin*, B.M.T., Liu, S.W. & Mosheiov, G. (2024). Scheduling with a weight-modifying activity to minimize the total weighted completion time. Omega, 128, 103225.
  4. Cheng, T.C.E., Kravchenko, S.A., & Lin*, B.M.T.(2024). On scheduling of step-improving jobs to minimize the total weighted completion time. Journal of the Operational Research Society, 75(4), 720-730.
  5. Gupta*, J.N.D., Wu, C.C., Lin, W.C., Zhang, X.G., Bai, D., Lin, B.M.T., & Liao, C.C. (2023). Bicriteria single-machine scheduling with multiple job classes and customer orders. Applied Soft Computing, 147, 110809.
  6. Dolgui, A., Kovalyov, M.Y., & Lin*, B.M.T. (2022). Maximizing total early work in a distributed two-machine flow-shop. Naval Research Logistics, 69(8), 1124-1137.
  7. Su, Y.C., Lin*, B.M.T. (2022). Minimizing the total weighted completion time in relocation scheduling. Computers & Industrial Engineering, 108662.
  8. Chen, X., Miao, Q., Lin*, B.M.T., Sterna, M., Blazewicz, J. (2022). Two-machine flow shop scheduling with a common due date to maximize total early work. European Journal of Operational Research, 300(2), 504-511.
  9. Cheng, T.C.E., Kravchenko, S.A., & Lin*, B.M.T. (2021). Complexity of server scheduling on parallel dedicated machines subject to fixed job sequences. Journal of the Operational Research Society, 72(10), 2286-2289.
  10. Hao, P.C. & Lin*, B.M.T. (2021). Text mining approach for bottleneck detection and analysis in printed circuit board manufacturing. Computers & Industrial Engineering, 154, 107121.
  11. Wu*, C.C., Gupta, J.N.D., Cheng, S.R., Lin, B.M.T., Yip, S.H., Lin, W.C. (2021). Robust min-max regret scheduling for a two-stage assembly shop with scenario-dependent processing times. International Journal of Production Research, 59(17), 5372-538.
  12. Agnetis, A., Gawiejnowicz*, S., Lin, B.M.T., & G. Mosheiov (2020). Dynamic Scheduling Problems. Journal of Scheduling, 1-2.
  13. Shih*, C.H., Li, H.L. Hu, C.C., & Lin, B.M.T. (2020). Forming a TED talks sphere for convenient search. The Electronic Library.
  14. Cheng, T.C.E., Kravchenko, S.A., & Lin*, B.M.T. (2020). Scheduling step-deteriorating jobs to minimize the total completion time. Computers & Industrial Engineering, 144, 106329.
  15. Kononov, A.V., Kovalyov, M.Y., & Lin*, B.M.T. (2019). Minimizing machine assignment costs over D-approximate solutions of the scheduling problem P||Cmax. Theoretical Computer Science, 793, 70-78.
  16. Hong, H.C., & Lin*, B.M.T. (2019). A note on network repair crew scheduling & routing for emergency relief distribution problem. Journal of Industrial and Management Optimization, 15(4), 1729-1731.
  17. Hung, H.C., Lin*, B.M.T., Posner, M.E., & Wei, J.M. (2019). Preemptive parallel-machine scheduling problem of maximizing the number of on-time jobs. Journal of Scheduling, 22(4), 413-431.
  18. Cheng, T.C.E. Kravchenko, S.A., & Lin*, B.M.T. (2019). Server scheduling on parallel dedicated machines with fixed job sequences. Naval Research Logistics, 66(4), 321-332.
  19. Blazewicz, J., Chen, X., Lee, R.C.T., Lin*, B.M.T., Lin, F.C., Pesch, E., Sterna, M., & Wang, E. (2019). Clarification of lower bounds of two-machine flow-shop scheduling to minimize total late work. Engineering Optimization, 51(7), 1279-1280.
  20. Hong, H.C., & Lin*, B.M.T. (2018). Parallel dedicated machine scheduling with conflict graphs. Computers & Industrial Engineering, 124, 316-321.
  21. Hwang, F.J., & Lin*, B.M.T. (2018). Survey and extensions of manufacturing models in two-stage flexible flow shops with dedicated machines. Computers and Operations Research, 98, 103-112.
  22. Cheng, T.C.E., Kravchenko, S.A., & Lin*, B.M.T. (2017). Preemptive parallel-machine scheduling with a common server to minimize makespan. Naval Research Logistics, 64 (5), 355-434.
  23. Cheng, T.C.E., & Lin*, B.M.T. (2017). Demonstrating Johnson’s algorithm via resource-constrained scheduling. International Journal of Production Research, 55(11), 5526-5530.
  24. Lin*, B.M.T., Hwang, F.J., & Gupta, J.N.D. (2017). Two-machine flowshop scheduling with three-operation jobs subject to a fixed job sequence. Journal of Scheduling, 20(3), 293-302.
  25. Cheng, T.C.E., Lin*, B.M.T., & Huang, H.L. (2017). Talent hold cost minimization in film production. Journal of Industrial and Management Optimization, 17(1), 223-235.
  26. 魏志平*、林妙聰、許鉅秉、嚴秀茹、顧宜錚，「管理二學門熱門及前瞻學術研究議題調查」 成果概述，人文與社會科學簡訊，卷18，期2，第110-126。
  27. Lu, Y.T., Fang, K.T., & Lin*, B.M.T. (2016). Banner advertisement scheduling to maximize space utilization. International Journal of Operations Research, 13(3), 102-120.
  28. Yang, C.N., Lin*, B.M.T., Hwang, F.J., & Wang, M.C. (2016). Acquisition planning and scheduling of computing resources. Computers and Operations Research, 76, 167-182.
  29. Wang, S.Y., Chuang, Y.T., & Lin*, B.M.T. (2016). Minimizing talent cost and operating cost in film production. Journal of Industrial and Production Engineering, 33(1), 17-31.
  30. Hwang, F.J., & Lin*, B.M.T. (2016). Two-stage flexible flow shop scheduling subject to fixed job sequences. Journal of the Operational Research Society, 67(3), 506-515.
  31. Tsai, Y.S., & Lin*, B.M.T. (2016). Flow shop non-idle scheduling and resource-constrained scheduling. Annals of Operations Research, 238(1-2), 577-585.
  32. Lin*, B.M.T., Hwang, F.J., & Kononov, A.V. (2016). Relocation scheduling subject to fixed processing sequences. Journal of Scheduling, 19(2), 153-163.
  33. Lin*, B.M.T. (2015). Resource-constrained scheduling with optional recycling operations. Computers & Industrial Engineering, 90, 39-45.
  34. Kononov, A.V., Lin*, B.M.T., & Fang, K.T. (2015). Single-machine scheduling with supporting tasks. Discrete Optimization, 17, 69-79.
  35. Lin*, B.M.T. (2014). Two-stage flow shop scheduling with dedicated machines. International Journal of Production Research, 53(4), 1094-1097.
  36. Lee*, K., Leung, J.Y.T., Jia, J.H., Li, W., Pinedo, M.L., & Lin, B.M.T. (2014) Fast approximation algorithms for bi-criteria scheduling with machine assignment costs. European Journal of Operational Research, 238(1), 53-64.
  37. Hwang, F.J., Kovalyov, M.Y., & Lin*, B.M.T. (2014). Scheduling for fabrication & assembly in a two-machine flowshop with a fixed job sequence. Annals of Operations Research, 217(1), 263-279.
  38. Cheng, T.C.E., Lin*, B.M.T., & Tian, Y. (2013). Refurbishing flow shop scheduling to minimize the total completion time. International Journal of Production Research, 51(23-24), 7120-7139. (Invited paper for the 50th Anniversary of IJPR).
  39. Ho, T.F., Wu*, Y.L., Shyu, S.J., & Lin, B.M.T. (2015). Discrete particle swarm optimization with scout particles for library materials acquisition. The Scientific World Journal (Operations Research division).
  40. Liu, Y.C., Fang, K.T. & Lin*, B.M.T. (2013). A branch-and-bound algorithm for makespan minimization in differentiation flow shops. Engineering Optimization, 45(12), 1397-1408.
  41. Huang, T.C., & Lin*, B.M.T. (2013). Batch scheduling in a differentiation flow shop to minimize the makespan. International Journal of Production Research, 51(17), 5073-5082.
  42. Lin*, B.M.T., Yin, P.Y., & Liu, Y.S. (2013). Sequence-dependent scheduling with order deliveries. Applied Mathematics and Computation, 222(1), 58-71.
  43. Fang, K.T., & Lin*, B.M.T. (2013). Parallel-machine scheduling to minimize tardiness penalty and power cost. Computers & Industrial Engineering, 64(1), 224-234.
  44. Lin*, B.M.T., Lin, Y.Y., & Fang, K.T. (2013). Two-machine flow shop scheduling of polyurethane foam production. International Journal of Production Economics, 141(1), 286-294.
  45. Lin, F.C., Hung*, J.S., & Lin, B.M.T. (2013). Sequence optimization for media objects with due date constraints in on-the-fly assembled multimedia presentations from digital libraries, Information Systems, 38(1), 82-96.
  46. Hwang, F.J., Kovalyov, M.Y., & Lin*, B.M.T. (2012). Total completion time minimization in two-machine flow shop scheduling problems with a fixed job sequence. Discrete Optimization, 9(1), 29-39.
  47. Hwang, F.J., & Lin*, B.M.T. (2012). Two-stage assembly-type flowshop batch scheduling subject to a fixed job sequence. Journal of the Operational Research Society, 63(6), 839-845.
  48. Cheng, T.C.E., Lin*, B.M.T., & Huang, H.L. (2012). Resource-constrained flowshop scheduling with separate resource recycling operations. Computers and Operations Research, 39(6), 1206-1212.
  49. Sevastyanov, S.V., Lin*, B.M.T., & Huang, H.L. (2011). Time complexity analysis in the relocation problem with arbitrary release dates. Theoretical Computer Science, 412(35), 4536-4544.
  50. Lin*, B.M.T., & Cheng, T.C.E. (2012). Concurrent open shop scheduling with centralized and decentralized batching policies. Naval Research Logistics, 58(1), 17-27.
  51. Hwang, F.J., & Lin*, B.M.T. (2012). Coupled-task scheduling with a fixed job sequence. Computers and Industrial Engineering, 60(4), 690-698.
  52. Lin*, B.M.T., & Hwang, F.J. (2011). Total completion time minimization of fixed job sequences in a two-stage differentiation flowshop. Information Processing Letters, 111(5), 208–212.
  53. Chen, M.T., Lin*, B.M.T., & Tseng, S.S. (2011). An ant colony optimization for the dynamic routing and wavelength assignment in WDM networks with sparse wavelength conversion. Engineering Applications of Artificial Intelligence, 24(2), 295-305.
  54. Gawiejnowicz*, S., & Lin, B.M.T. (2010). Scheduling time-dependent jobs under mixed deterioration. Applied Mathematics and Computation, 216(2), 438-447.
  55. Kononov, A.V. & Lin*, B.M.T. (2010). Minimizing the total weighted completion time in the relocation problem. Journal of Scheduling, 13(2), 123-129.
  56. Cheng, T.C.E., Lin*, B.M.T., & Tian, Y. (2009). Minimizing weighted machine load in a two-stage flowshop with a common critical machine. Computers and Operations Research, 36(11), 3031-3040.
  57. Lin, F.C., Hung*, J.S., & Lin, B.M.T. (2009) A two-machine flowshop problem with processing time-dependent buffer constraints—An application in multimedia presentations. Computers and Operations Research, 36(2), 1158-1175.
  58. Cheng, T.C.E. & Lin*, B.M.T. (2009). Johnson’s rule, composite jobs and the relocation problem. European Journal of Operational Research, 192(3), 1008–1013.
  59. Lin*, B.M.T., Lu, C.Y., Shyu, S..J., & Tsai, C.Y. (2008). Development of new features of ant colony optimization for scheduling problems. International Journal of Production Economics, 112(2), 742-755.
  60. Lin*, B.M.T. & Liu, S.T. (2008). Maximizing total reward in the relocation problem subject to generalized due dates. International Journal of Production Economics, 115(1), 55-63.
  61. Lin*, B.M.T. & Kononov, A.V. (2007). Customer order scheduling to minimize the number of late orders. European Journal of Operational Research, 183(2), 944-948.
  62. Jeng, A.A.K., & Lin*, B.M.T. (2006). A note on parallel-machine scheduling with deteriorating jobs. Journal of the Operational Research Society, 58(6), 824-826.
  63. Chen, M.T., Lin*, B.M.T., & Tseng, S.S. (2008). Multicast routing and wavelength assignment with delay constraints in WDM networks with heterogeneous capabilities. Journal of Network and Computer Applications, 31(1), 47-65.
  64. Lin*, B.M.T. (2007). Complexity results on single-machine scheduling with positional learning effects. Journal of the Operational Research Society, 58(8), 1099-1102.
  65. Lin*, B.M.T., Cheng, T.C.E., & Chou, A.S.C. (2007). Scheduling in an assembly-type production chain with batch transfer. Omega, 35(2), 143-151.
  66. Kononov, A.V. & Lin*, B.M.T. (2006). On the relocation problems with multiple identical working crews. Discrete Optimization, 3(4), 366-381.
  67. Lin*, B.M.T. & Cheng, T.C.E. (2006). Two‐machine flowshop scheduling with conditional deteriorating second operations. International Transactions in Operational Research, 13(2), 1-8.
  68. Lin*, B.M.T. & Wu, J.M. (2006). Bicriteria scheduling in a two-machine permutation flowshop. International Journal of Production Research, 44(12), 2299-2312.
  69. Chen, M.T., Tseng, S.S., & Lin*, B.M.T. (2006). Dynamic multicast routing under delay constraints in WDM networks with heterogeneous light splitting capabilities. Computer Communications, 29(9), 1492-1503.
  70. Lin*, B.M.T., Lin, F.C., & Lee, R.C.T. (2006). Two-machine flowshop scheduling to minimize total late work. Engineering Optimization, 34(4), 501-509.
  71. Lin*, B.M.T. & Huang, H.L. (2006). On the relocation problem with a second working crew for resource recycling. International Journal of Systems Science, 37(1), 27-34.
  72. Hwang*, G.J., Lin, T.L., & Lin, B.M.T. (2006). An effective approach for test-sheet composition from large-scale item banks. Computers and Education, 46(2), 122-139.
  73. Shyu*, S.J., Lin, B.M.T., & Hsiao, T.S. (2006). Ant colony optimization algorithm for the cell assignment problem in PCS networks. Computers and Operations Research, 33(6), 1713-1740.
  74. Lin*, B.M.T. & Wu, J.M. (2005). A simple lower bound for two machine flowshop scheduling to minimize total completion time. Asia Pacific Journal of Operational Research, 22(3), 391-407.
  75. Hwang*, G.J., Lin, B.M.T., Tseng, S.H., & Lin, T.L. (2005). On the development of a computer-assisted testing system with genetic test sheet-generating approach. IEEE Transactions on Systems, Man and Cybernetics: Part C, 35(4), 590- 594.
  76. Lin*, B.M.T. & Cheng, T.C.E. (2005). Two-machine flowshop batching and scheduling. Annals of Operations Research, 133 (1-4), 149-161.
  77. Shyu, S.J., Lin*, B.M.T., & P.Y. Yin, P.Y. (2004). Applications of ant colony optimization for no-wait flowshop scheduling to minimize the total completion time. Computers & Industrial Engineering, 47(2-3), 181-193.
  78. Lin*, B.M.T. & Jeng, A.A.K. (2004). Parallel-machine batch scheduling to minimize the maximum lateness and the number of tardy jobs. International Journal of Production Economics, 91(2), 121-134
  79. Shyu, S.J., Yin, P.Y., & Lin*, B.M.T. (2004). An ant colony optimization algorithm for the minimum weight vertex cover problem. Annals of Operations Research, 131(1-4), 283-304.
  80. Jeng, A.A.K. & Lin*, B.M.T. (2004). Minimizing the total completion time in single-machine scheduling with step-deteriorating jobs. Computers and Operations Research, 32(3), 521-536.
  81. Lin*, B.M.T. & Wu, J.M. (2004). Effective lower bounds for scheduling problems in two-stage hybrid flowshops. Journal of Management, 22(3), 363-374.
  82. Jeng, A.A.K. & Lin*, B.M.T. (2004). Makespan minimization in single-machine scheduling with step-deterioration of processing times. Journal of the Operational Research Society, 55(3), 247-256.
  83. Cheng*, T.C.E., Ding, Q., & Lin, B.M.T. (2004). A concise survey of scheduling with time-dependent processing times. European Journal of Operational Research, 152(1), 1-13.
  84. Hsu, Y.H. & Lin*, B.M.T. (2003). Algorithms for operations scheduling with linear deterioration. Omega, 31(6), 459-469.
  85. Shyu, S.J., Yin, P.Y., Lin*, B.M.T. & Haouari, M. (2003). Ant-Tree: An ant colony optimization approach to the generalized minimum spanning tree problem. Journal of Experimental and Theoretical Artificial Intelligence, 15(1), 103-112.
  86. Huang, Y.S. & Lin*, B.M.T. (2002). An empirical study on TQM implementation in Taiwan. The TQM Magazine (currently published as The TQM Journal), 14(3), 172-180.
  87. Lin, B.M.T. & Cheng*, T.C.E. (2002). Fabrication and assembly scheduling in a two-machine flowshop. IIE Transactions, 34(11), 1015-1020.
  88. Lin*, B.M.T. (2002). Fabrication scheduling in a two-machine flowshop with due date constraints. European Journal of Operational Research, 136(1), 95-105.
  89. Lin*, B.M.T., Yu, H.K., & Huang, Y.S. (2001). A heuristic algorithm for the generalized assignment problem. International Journal of Computer Mathematics, 77(4), 535-561.
  90. Lin, B.M.T., & Cheng*, T.C.E. (2001). Batch scheduling in a no-wait two-machine flowshop. Computers and Operations Research, 28(7), 613-624.
  91. Lin*, B.M.T. (2001). Scheduling in a two-machine flowshop with due date constraints. International Journal of Production Economics, 70(2), 117-123.
  92. Shyu, S.J., & Lin*, B.M.T. (2000). An application of PVM framework to film production problem. Computers and Mathematics with Applications, 39(12), 53-62.
  93. Cheng*, T.C.E., Lin, B.M.T., & Toker, A. (2000). Flowshop batching and scheduling to minimize the makespan. Naval Research Logistics, 47(2), 128-144.
  94. Lin*, B.M.T. (1999). A new branch-and-bound algorithm for the film production problem (in Chinese). Journal of Ming Chuan University, 10(1), 101-110.
  95. Lin, B.M.T., & Cheng*, T.C.E., Relocation problems to minimize the maximum tardiness and the number of tardy jobs. European Journal of Operational Research, 116(1), 183-193.
  96. Cheng*, T.C.E., Chen, Z.L., Li, C.L., & Lin, B.M.T. (1998). Single machine scheduling to minimize the sum of compression and late costs. Naval Research Logistics, 45(1), 67-82.
  97. Lin*, B.M.T. (1999). On the strong NP-hardness of two-stage flowshop scheduling problem with a common second-stage machine. Computers and Operations Research, 26(7), 695-698.
  98. Lin*, B.M.T. & Shyu, S.J. (1997). A random search strategy for the film production problem (in Chinese). MIS Review, 6, 17-26.
  99. Oguz, C., Lin, B.M.T., & Cheng*, T.C.E. (1997). Two-stage flowshop scheduling problem with a common second-stage machine. Computers and Operations Research, 24(12), 1169-1174.
  100. Tseng, S.S., Lin*, B.M.T., & Liu, S.H. (1997). Constructing N_\gamma Latin squares for \gamma \neq 2^\alpha. Journal of Information Science and Engineering, 13(4), 605-613.
  101. Cheng*, T.C.E., Kovalyov, M.Y., & Lin, B.M.T. (1997). Single machine scheduling to minimize the batch delivery and job earliness penalty. SIAM Journal on Optimization, 7(2), 547-559.
  102. Cheng*, T.C.E., Chen, Z.L., Kovalyov, M.Y., & Lin, B.M.T. (1996). Parallel-machine batching and scheduling to minimize total completion time. IIE Transactions, 28(11), 953-956.
  103. Lin*, B.M.T. (1994). On finding the most vital job in relocation problems. Journal of the Operations Research Society of Japan, 37(3), 182-187.
  104. Cheng*, T.C.E., Diamond, J.D., & Lin, B.M.T. (1993). Optimal scheduling in film production to minimize talent hold cost. Journal of Optimization Theory and Applications, 79(3), 197-206.
  105. Lee*, C.Y., Cheng, T.C.E., & Lin, B.M.T. (1993). Minimizing the makespan in the three-machine assembly type flow shop problem. Management Science, 39(5), 616-625.
  106. Lin, B.M.T., & Tseng*, S.S. (1993). Generating the best K sequences in the relocation problems. European Journal of Operational Research, 69(1), 131-137.
  107. Lin, B.M.T., & Tseng*, S.S. (1992). On the relocation problems of maximizing new capacities under a common due-date. International Journal of Systems Science, 23(9), 1433-1448.
  108. Lin, B.M.T., & Tseng*, S.S. (1991). Some results of relocation problems with processing times and deadlines. International Journal of Computer Mathematics, 41(1), 1-15.
  1. H.L. Huang and B.M.T. Lin, Concurrent openshop problem to minimize the weighted number of late jobs, in Multiprocessor Scheduling: Theory and Applications, Ed., Eugene Levner, I-TECH Education and Publishing, 2007, Vienna, Austria.
OTA 實驗室標誌　　最佳化理論與應用實驗室
 
  • 實驗室介紹
    • 研究內容：
      • 本實驗室探討各種排程以及最佳化理論之相關研究。會採用整數規劃、動態規劃等方法，以求得問題之最佳解。然而現實上所遇到的問題可能是十分複雜，難以用上述方法短時間求出最佳解，因此也會採用最佳化演算法，如：蟻群演算法(ACO)、模擬退火法(SA)、基因演算法(GA)…等，求取近似解。除了訓練思考邏輯以及解題技巧之外，也需要寫程式來驗證理論以及方法的效能與可行性。
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      • 每學期的開會時間會彈性調整，會以老師跟學生皆有空的時段為主。過程採取討論式對談，氣氛和諧無壓力，僅特殊需求時會要求報告論文。
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      • 實驗室會不定時與老師一起聚餐，偶爾也會參與其他實驗室舉辦的活動。除了玩樂性質的活動外，也有機會與老師所邀請的外國學者做學術上的交流互動。
  • 實驗室方向
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    • 程式設計
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  • 發布日期：115-05-18
  • 更新日期：115-05-27
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李永銘照片

特聘教授
李永銘

研究室　　　管理二館MB315
校內分機　　57414
電子信箱　　yml@nycu.edu.tw
實驗室　　　資訊經濟與科技應用實驗室
 
 
資訊經濟與科技應用實驗室
地點：管理二館MB211
分機：57427
 
研究領域
電子商務
企業智慧
資訊經濟
數位金融
社會計算
 
開授課程
電子商務
企業智慧
資訊經濟
  • 學歷
    • 西雅圖華盛頓大學 資訊管理(學)系博士
    • 國立交通大學 資訊科學系
  • 經歷
    • 國立交通大學資訊管理研究所助理教授、副教授、教授、所長
    • 美國西雅圖華盛頓大學Michael G. Foster商學院教學與研究助理
    • KEYNet/KEYCTTI 共同創辦人暨科技策略顧問
    • 高苑科技大學資訊管理與傳播系講師
    • 資訊工業策進會軟體工程師
    • SSCI/SCI 期刊 Electronic Commerce Research and Applications 領域編輯 (Area Editor)
    • SSCI期刊 Information & Management 副編輯 (Associate Editor)
    • SSCI 期刊 Information Technology and Management 副編輯 (Associate Editor)
    • TSSCI期刊 電子商務學報Journal of E-Business 領域編輯 (Area Editor)
    • TSSCI期刊 管理與系統 Journal of Management & Systems 領域編輯 (Area Editor)
    • TSSCI期刊 中山管理評論 Sun Yat-Sen Management Review 領域編輯 (Area Editor)
  1. “Optimizing Crowdfunding Campaigns: A Stage-Based Analysis of Key Success Factors ,”with B.-H. Jin and Z.-W. Li, International Journal of Information Management, Forthcoming , 2025 (SSCI).
  2. “A Social Diagnosis Mechanism for Healthcare Knowledge Sharing” with L.-F. Lin, and Y.-C. Lin, Journal of Information Sciences, Vol. 51(3) 720–743, 2025 (SSCI).
  3. “Understanding Behavioral Intention to Use of Air Quality Monitoring Solutions with Emphasis on Technology Readiness,” with Q. Aini, D. Manongga, U. Rahardja, I. Sembiring, International Journal of Human-Computer Interaction, Vol. 41(8), 5079–5099, 2025 (SSCI)
  4. “Deriving Collective Recommendation with Aspect-based Sentiment and Social Influence, ” with J.-H. Liou, S.-Y. Chen, G. Cao, Journal of Electronic Commerce Research, 25(4), 2024 (SSCI)
  5. “A Collective Portfolio Selection Approach for Investment Clubs,” with L.-F. Lin, and M.-C Hung Information & Management, 61(2), p103909, 2024 (SSCI)
  6. “A Social Selection Mechanism for Sports Betting Market,” with C.-Y. Hsieh, and S.-N. Fan, Decision Support Systems, Vol 178, p114119, 2024 (SCI)
  7. “A Social Discovery Mechanism for Endorsing Investors in Equity Crowdfunding,” with C.-Y. Hsieh, and W.-Z. Zeng, Decision Support Systems, Vol 176, p114049, 2024 (SCI)
  8. “A Social Mechanism for Healthcare Consulting Recommendation” with L.-F. Lin, J.-L. Li, and W.-C. Chiang, Information Systems, Vol. 116, 2023 (SCI).
  9. “A Social Investing Approach for Portfolio Recommendation” with L.-F. Lin, C.-Y. Hsieh, and B.-S. Huang, Information & Management, 58 (8), p103536, 2021 (SSCI).
  10. “An Appraisal Mechanism for a Social Marketplace,” with L.-F. Lin and M.-Y. Lien, Information & Management, 58 (7), p103511, 2021 (SSCI).
  11. “A Social Mechanism for Task-oriented Crowdsourcing Recommendations,” with C.-Y. Hsieh, L.-F. Lin and C.-H. We, Decision Support Systems, Vol. 141, 113449, 2021 (SCI).
  12. “An Efficient Approach to Identify Social Disseminators for Timely Information Diffusion” with L.-F. Lin, Information Sciences, Vol. 544 (12) pp 78-96, 2021 (SCI).
  13. “A Social Recommendation Approach for Reward-based Crowdfunding Campaigns” with J. H. Liou, Y.-W. Li, Information & Management, Vol. 57 (7), 103246, 2020 (SSCI).
  14. “A Social Fundraising Mechanism for Charity Crowdfunding” with J.D. Wu, C.Y. Hsieh, J. H. Liou, Decision Support Systems, Vol. 129, 113170, 2020 (SCI)
  15. “Diffusing Mobile Coupons with Social Endorsing Mechanism,” with J.H. Liou, C.-Y. Ni, Decision Support Systems, Vol. 117, pp 87-99, 2019 (SCI)
  16. “Contracting Models for P2P Content Distribution,” with H. Ghasemkhani, K. Moinzadeh, Y.Tan, Production and Operations Management, Vol. 27(11) pp1940-1959, 2018 (SCI)
  17. “Quality of Service Based Pricing Schemes for Content Sharing in Peer-to-Peer Networks,” with P. De, L. Hao, and Y. Tan, Production and Operations Management, Vol. 26 (8) pp1427- 1443, 2017 (SCI)
  18. “A Diffusion Path Planning Mechanism for Social Marketing,” with C.-Y., Lai and L.-F. Lin, Information & Management, Vol. 54 (5) pp 638-650, 2017 (SSCI)
  19. “A Social Referral Appraising Mechanism for the e-Marketplace,” with C.-Y., Lai and L.-F. Lin, Information & Management, Vol. 54 (3) pp 269-280, 2017 (SSCI)
  20. “A Social Route Recommendation Mechanism for Store Shopping,” with L.F. Lin and C.C. Hou, Decision Support Systems, Vol. 94 pp 97-108, 2017 (SCI)
  21. “A Social Endorsing Mechanism for Target Advertisement Diffusion,” with L.F. Lin and W.-H. Wu, , Information & Management, Vol. 52 (8), pp 982-997, 2015 (SSCI)
  22. “Enhancing Targeted Advertising with Social Context Endorsement” with L-F Lin and S-W Chiu, International Journal of Electronic Commerce, Vol. 19 (1), pp 99-128, 2014 (SSCI)
  23. “Design to Lure: the Cognitive Landscape Perspective,” with Y.-S. Yeh, Information & Management, Vol. 51 (8), pp 995-1004, 2014 (SSCI)
  24. “Creating Social Intelligence for Product Portfolio Design,” with H.-M Chen, J.-H. Liou, L.-F. Lin, Decision Support Systems, Vol. 66, pp 123-134, 2014 (SCI)
  25. “A Recommender Mechanism for Social Knowledge Navigation in an Online Encyclopedia,” with L.-F. Lin, and Y.-H. Lin, Information Processing & Management, Vol. 50 (5), pp 634– 652, 2014 (SSCI)
  26. “A Social Recommender Mechanism for Location-Based Group Commerce”, with C.-L. Chou. and L.-F. Lin, Information Sciences, Vol. 274, pp 125-142, 2014 (SCI)
  27. “A Social Appraisal Mechanism for Online Purchase Decision Support in the MicroBlogosphere” with C.-Y., Lai, Decision Support Systems, Vol. 59, pp 190–205, 2014 (SCI)
  28. “Analyzing Integration of WiMax and WiFi Services: Bandwidth Sharing and Channel Collaboration,” with J.-H. Jhang-Li, Decision Sciences, Vol. 44 (6), pp 1059-1090, 2013 (SSCI)
  29. “Self-Organized Formation and Evolution of Peer-to-Peer Networks,” with Y. Tan and P. De, INFORMS Journal on Computing, Vol. 25 (3), pp 502-516, 2013 (SCI)
  30. “Recommending Social Network Applications via Social Filtering Mechanism,” with H.-W. Hsiao and Y.-L., Lee, Information Sciences, Vol. 239 (1), pp 18-30, 2013 (SCI)
  31. “A Social Recommender Mechanism for E-Commerce: Combining Similarity, Trust, and Relationship,” with J.- D. Wu and C.-Y., Lai, Decision Support Systems, Vol. 55 (3), pp 740- 752, 2013 (SCI)
  32. “Deriving Market Intelligence from Microblogs”, with T.-Y. Li, Decision Support Systems, Vol. 55 (1), pp 206-217, 2013 (SCI)
  33. “A Diffusion Mechanism for Social Advertising over Microblogs,” with Y.-L. Shiu, Decision Support Systems, Vol. 54 (1), pp 9-22, 2012 (SCI)
  34. “A Social Recommender Mechanism for Improving Knowledge Sharing in Online Forums,” with T.-F. Liao and C.-Y., Lai , Information Processing & Management, Vol. 48 (5), pp 978- 994, 2012 (SSCI)
  35. “Online Social Advertising via Influential Endorsers,” with Y.-L., Lee and N.-J. Lien, International Journal of Electronic Commerce, Vol. 15 (3), pp 119-153, 2012 (SSCI)
  36. “Analysis of Emerging Technology Adoption for the Digital Content Market,” with B.-H. Jin, Information Technology and Management, Vol. 13 (3), pp 149-165, 2012 (SSCI)
  37. “Analysis of Pricing Strategies for Community-based Group Buying:The impact of Competition and Waiting Time,” with J.-H. Jhang-Li, T.-K. Hwang, P.-W. Chen, Information Systems Frontier, Vol. 14 (3), pp 633-645,2012 (SCI)
  38. “Discovering influencers for Marketing in the Blogoshpere,” with C.-Y, Lai, C.-W. Chen, Information Sciences, Vol. 181 (23), pp 5143-5157, 2011. (SCI).
  39. “Analyzing Online B2B Exchange Markets: Asymmetric Cost and Incomplete Information,” with J.-H. Jhang-Li, European Journal of Operational Research, Vol. 214 (3), pp 722-731, 2011. (SCI)
  40. “Building a Qualitative Recruitment System via SVM with MCDM Approach,” with C.-Y. Lai and C.-P. Kao, Applied Intelligence, Vol 35, pp75–88, 2011. (SCI)
  41. “Pricing Digital Content Distribution Over Heterogeneous Channels,” Decision Support Systems, Vol. 50 (1), pp 243-257, 2010. (SCI)
  42. “Pricing Peer-Produced Service: Quality, Capacity, and Competition Issues,” with Y.-L., Lee, European Journal of Operational Research, Vol. 207 (3), pp 1658-1668, 2010. (SCI)
  43. “Knowledge Sharing in Communities of Practice: A Game Theoretic Analysis” with J.-H. Jhang-Li, European Journal of Operational Research, Vol. 207 (2), pp 1052-1064, 2010. (SCI)
  44. “Identifying Influential Reviewers for Word-of-Mouth Marketing,” with C.-H. Lin and C.-Y. Lai, Electronic Commerce Research and Applications, Vol. 9, pp 294–304, 2010. (SSCI)
  45. “Increasing Trust in Mobile Commerce through Design Aesthetics,” with Y.-S. Yeh, Computers in Human Behavior, Vol. 26 (4), pp 673-684, 2010. (SSCI)
  46. “Reward Mechanisms for P2P VoIP Networks,” with J.-H. Jhang-Li. and D.-Y. Cheng, Information Technology and Management, Vol. 11 (2), pp 91–105, 2010. (SSCI)
  47. “Pricing Schemes for Digital Content with DRM Mechanisms,” with C.-H. Lin, Decision Support Systems, Vol. 47 (4), pp528-539, 2009. (SCI)
  48. “Building Mobile Trust: Contribution from Quality and Satisfaction,” with Y.-S. Yeh., Online Information Review, Vol. 36 (3), pp 1066-1086, 2009. (SSCI)
  49. “Pricing Display Ads and Contextual Ads: Competition, Acquisition, and Investment,” with J.- H. Jhang-Li, Electronic Commerce Research and Applications, Vol. 8 (1), pp 16-27, 2009. (SSCI)
  50. ”A Synthetical Approach for Blog Recommendation: Combining Trust, Social Relation, and Semantic Analysis,” with C.-W. Chen, Expert Systems with Applications, Vol. 36 (3), pp 6536- 6547, 2009. (SCI)
  51. “TREPPS: A Trust-based Recommender System for Peer Production Services,” with C.-P. Kao, Expert Systems with Applications, Vol. 36 (2), pp 3263-3277, 2009. (SCI)
  52. “Search Location-Dependent Data in Broadcasting Environment,” with L.-F. Lin, Autosoft Journal-Intelligent Automation & Soft Computing, Vol. 15 (3), pp 455-472, 2009. (SCI)
  53. “Analysis of Scale Effects in Peer-to-Peer Networks,” with Y. Tan and Y.-P. Zhou, IEEE/ACM Transactions on Networking, Vol. 16 (3), pp 590-602, 2008. (SCI)
  54. “Auditing and Provision Strategies of Utility Computing Service: A Game Theoretic Perspective,” with Y.-L., Lee, Journal of Information Management, Vol. 14 (S), pp 239-260, 2007. (TSSCI)
Journal Papers Under Review (Revising)
  1. “Analyzing Performance and Incentives for Peer-Contributed Content Networks,” with Y.-S. Yeh;
  2. “Operating Peer-Produced Service: Efficientization and Monetization,” with Y.-L., Lee;
  3. “Landscape Preference toward the Development of E-Loyalty in E-Service Context,” with Y.- S. Yeh;
  4. “A Social Referral Mechanism for Contextual Mobile Advertising,” with L.-F. Lin and Q. Pan.
  5. “Social Event-Driven Location-based Commerce,” with Z.- W. and L.-F. Lin.
  1. “A Collective Financial Intelligence Approach to Bitcoin ETFs Investment,” C. Y. Mok and Y.-M. Li, the 25th International Conference on Electronic Business (ICEB 2025), Hanoi, Vietnam, August 2025.
  2. “Deep Complementary Construction Mechanism for Game Recommendation,” B.-H. Jin, J.-H. Dong , L.-F. Lin, Y.-M Li, Proc. 7th International Conference on Intelligent and Fuzzy Systems (INFUS 2025), Istanbul, Turkey, July 2025.
  3. “Predicting Goodreads Choice Awards Winner based on Social Proof Theory, C.-S. Pan, Y.-M. Li, Proc. the 6th International Conference on Decision Science, Theory and Management, Kitakyushu, Japan, July, 2025.
  4. “P2P Co-Insurance Recommendation Combining AI and Crowd Intelligence,” W.-C. Chiang, J.-H. Liou and Y.-M. Li, Proc. Pre -ICIS Workshop on e-Business (WeB 2024), Bangkok, Thailand, December, 2024.
  5. “Enhancing Book Discovery: Proc. A Personalized Recommender System Powered by Large Language Models,” T.-C. Lin, Yung-Ming Li Y.-M. Li, 15th International Conference on Smart Computing and Artificial Intelligence, Takamatsu Japan, July, 2024
  6. “Greenwashing Detection Mechanism based on Multimodal Analysis and Social Intelligence,” S.-Y. Huang, Y.-M. Li, Proc.15th International Conference on Smart Computing and Artificial Intelligence, Takamatsu Japan, July, 2024
  7. “A Drug Abuse Detection Based on User Behavior and Linguistic Style,” T.-J. Tseng, Y.-M. Li, Proc. 15th IIAI International Congress on Advanced Applied Informatics (ESKM 2024), Takamatsu Japan, July, 2024
  8. “Uncovering the Critical Traits of Sustainable Brand Success in the Attention Economy from Social Media,” S.-Y. Liao, Y.-M. Li, Proc. 15th IIAI International Congress on Advanced Applied Informatics (ESKM 2024), Takamatsu Japan, July, 2024
  9. “Designing a Loot Box Probabilities Disclosure Mechanism Based on Consortium Blockchain,” Y. H. Ni, Y.-M. Li, Proc. 15th IIAI International Congress on Advanced Applied Informatics (ESKM 2024), Takamatsu Japan, July, 2024
  10. “A Social Appraisal Mechanism on Patients’ Health Decision” W.-C. Chiang , J.-H. Liou and Y.-M. Li, Pre -ICIS Workshop on e-Business (WeB 2023), Hyderabad, India , December, 2023.
  11. “A Collective Opinion Mechanism for Crowdfunding Recommendation” B.-H. Jin, K. Sanamlao,Y.-M. Li. Proc. 29th Americas Conference on Information Systems (AMCIS 2023), Panama City, Panama, August 2023.
  12. “A Chat-based personal recommendation mechanism with opinion intelligence,” Y.-M. Li, C.- Y. Hsieh, C.-C. Hsu , Proc. 29th Americas Conference on Information Systems (AMCIS 2023), Panama City, Panama, August 2023
  13. “Exploring the Role of Social Identity and Semantic Traits in the Success of the Creator Economy” T.-Y. Wu, Y.-M. Li, Proc. 14th IIAI International Congress on Advanced Applied Informatics (ESKM 2023), Koriyama, Japan, July, 2023.
  14. “A Social Capital-Based NFT Collection Recommendation Mechanism,” S.-C. Wang, Y.-M. Li, Proc. 14th IIAI International Congress on Advanced Applied Informatics (ESKM 2023), Koriyama, Japan, July, 2023.
  15. A Social Intelligence Mechanism for Information Security Alerts Recommendation,” P. Kuo, Y.-M. Li, Proc. 14th IIAI International Congress on Advanced Applied Informatics (ESKM 2023), Koriyama, Japan, July, 2023.
  16. “Supervised Machine Learning Based Anomaly Detection in Online Social Networks“, C.-L. Che, T-K Hwang, Y.-M. Li, Proc. 11th World Conference on Information Systems and Technologies (WorldCIST 2023), Pisa, Italy, April, 2023.
  17. “Analysis of the characteristics of different peer-to-peer risky loans “, B.-H. Jin, Y.-M. Li, K.-T Ho Proc. 11th World Conference on Information Systems and Technologies (WorldCIST 2023), Pisa, Italy, April, 2023.
  18. “Machine Learning Detection for Financial Statement Fraud “, T-K Hwang, W.-C. Chen, W.-C. Chiang, Y.-M. Li,, Proc. 10th World Conference on Information Systems and Technologies (WorldCIST 2022), Budva, Montenegro, April, 2022.
  19. “Fashion Recommendation with Compatibility and Trends”, C.-Y. Hsieh, Y.-M. Li, Proc. 14th International Conference on Computer Science and Information Technology (ICCSIT 2021), Paris, France, October, 2021.
  20. “Analysis of Factors Affecting Backers’ Fundraising on Reward-based Crowdfunding “, B.-H. Jin, Y.-M. Li, Proc. 8th World Conference on Information Systems and Technologies (WorldCIST 2020), Budva, Montenegro, April, 2020.
  21. “A Hybrid Learning Approach for Information Anomaly Detection”, C.-L. Che, Y.-M. Li, Proc. International Conference on Library and Information Science (LIS 2020), Osaka, Japan, January, 2020
  22. “Fashion Recommendation with Social Intelligence on Personality and Trend,” C.-Y. Hsieh, Y.-M. Li, Proc. 10th International Conference on E-Service and Knowledge Management (ESKM 2019), Toyama, Japan, July, 2019.
  23. “Detecting Spam Reviews for Improving House Sharing Recommendation,” Y.-C. Chuang, Y.- M. Li, Proc. 10th International Conference on E-Service and Knowledge Management (ESKM 2019), Toyama, Japan, July, 2019.
  24. “A Social Recommendation Mechanism for P2P Currency Exchange L.-F. Lin , Y.-M. Li, Proc. 10th International Conference on E-Service and Knowledge Management (ESKM 2019), Toyama, Japan, July, 2019.
  25. “’Design of a Social-Based Recommendation Mechanism for Peer-to-Peer Insurance”, with J. H. Liou T.-K. Hwang, S.N. Wu, Y.-M. Li, Proc. 11th Workshop on Applications of Knowledge-Based Technologies in Business (AKTB 2019), Seville, Spain, June 2019.
  26. “Co-insurance Group Formation Mechanism for P2P Insurance, T.-K. Hwang, Y.-M. Li, S.N. Wu, Proc. 11th International Conference on Informatics and Systems (INFOS 2018), Cairo University, Egypt.
  27. “A Social Recommendation Mechanism for Peer-to-Peer Lending,” T.-K. Hwang, Y.-M. Li, J.-F. Wan, Proc. 24th Americas Conference on Information Systems (AMCIS 2018), New Orleans, USA, August 2018.
  28. “Study on Crowdfunding Patterns and Factors in Different Phases. B.-H. Jin, Y.-M. Li, Z.-W. Li. Proc. 24th Americas Conference on Information Systems (AMCIS 2018), New Orleans, USA, August 2018.
  29. “Feasibility and Development Analysis of P2P Online Lending Platforms in Taiwan “, B.-H. Jin, Y.-M. Li, T.-W. Liu:, 6th World Conference on Information Systems and Technologies (WorldCIST 2018), Naples, Italy, March, 2018.
  30. “Mobile Sharing Platform Operation Model and System Dynamic Analysis: Uber and Taiwan Taxi as Examples”, T-K Hwang, B-H Jin, Y.-M. Li, S-J Lee, 6th World Conference on Information Systems and Technologies (WorldCIST 2018), Naples, Italy, March, 2018.
  31. Social Recommendation Mechanism for Enhancing O2O Commerce”, L.-F. Lin Y.-M. Li, Q. Pan, Proc. 8th International Conference on E-Service and Knowledge Management (ESKM 2017), Hamamatsu, Japan, July, 2017.
  32. “A Social Recommendation Mechanism for Crowdfunding”, Y.-M. Li, J.-H. Liou, Y.-W. Li, Proc. 9th Workshop on Applications of Knowledge-Based Technologies in Business (AKTB 2017), Poznan, Poland, June, 2017.
  33. “A Social Endorsing Mechanism for Mobile Coupons”, Y.-M. Li, J.-H. Liou, C.Y. Ni, Proc. 15th Workshop on e-Business (WeB 2016), Dublin, Ireland, December, 2016.
  34. “Analysis of Monetizing Strategies for Crowd-Sourced Content Platform”, T.-K. Hwang, Y.- M. Li, Proc. 15th Workshop on e-Business (WeB 2016), Dublin, Ireland, December, 2016.
  35. “A Social Recommendation Mechanism for Social Fundraising”, Y.-M. Li, J.-D. Wu, Proc. 20th Pacific Asia Conference on Information Systems (PACIS 2016), Chia-Yi, Taiwan, June, 2016.
  36. “A Appraisal Mechanism for Social Marketplace”, L.- F. Lin, Y.-M. Li, M.-Y. Lien, Proc. 24th European Conference on System (ECIS 2016), Istanbul, Turkey, June, 2016.
  37. “The Role of Information, Experience and Participation in Building Brand Equity on Social Media”, B-H Jin, Y-M Li,:4th World Conference on Information Systems and Technologies, (WorldCIST 2016). Recife, PE, Brazil, March, 2016.
  38. “A Nearby Expert Discovering Mechanism: For Social Support”, T-K Hwang, Y-M Li, B-H Jin, 4th World Conference on Information Systems and Technologies, (WorldCIST 2016). Recife, PE, Brazil, March, 2016.
  39. “A Contextual Group Recommender Mechanism for Location-based Service”, L.- F. Lin, Y.- M. Li, T.-K. Hwang, Alvin Chang , Proc. 21th Americas Conference on Information Systems (AMCIS 2015) , El Conquistador Resort, Puerto Rico, August, 2015.
  40. “A Social Referral Mechanism for Job Reference Recommendation”, T.-K. Hwang, Y.-M. Li, L.-F. Lin, Y. –T. Fu, Proc. 21th Americas Conference on Information Systems (AMCIS 2015) , El Conquistador Resort, Puerto Rico, August, 2015.
  41. “Design of Contextual Local Expert Support Mechanism”. J.-H. Liou, Y.-M. Li, Proc. 17th International Conference on Electronic Commerce (ICEC 2015), Seoul, Korea, August, 2015.
  42. “A Strategic Analysis of Digital Publishing Provision”, B.-H. Jin, Y.-M. Li:, Proc. 17th International Conference on Electronic Commerce (ICEC 2015), Seoul, Korea, August, 2015.
  43. Social Appraisal Support for Point-of-interest Visiting Decision-making, L.- F. Lin, Y.-M., Proc. 23th European Conference on System (ECIS 2015), Munster, Germany, May, 2015.
  44. ”Pricing and Competition in Mobile App Market”, N.-Y. Pai, Y.-M. Li,, Proc. 11th International Conference on E-Business (ICE-B 2014), Vienna, Austria, August, 2014.
  45. “Leveraging Social and Contextual Intelligence for Point-of-Interest Recommendation”, Li, Y.- M., Y.-C. Lin, L.-F..Lin, Proc. 18h Pacific Asia Conference on Information Systems (PACIS 2014), Chengdu, China, June, 2014.
  46. “A Social Endorsing Mechanism for Location-based Advertising”, Lin, L.-F., Y.-M. Li, Proc. 18h Pacific Asia Conference on Information Systems (PACIS 2014), Chengdu, China, June, 2014.
  47. “Competing Advertising and Pricing Strategies for Location-based Commerce”, Pai, N.-Y., Y.- M. Li, Proc. 22th European Conference on System (ECIS 2014), Tel Aviv, Israel, June, 2014.
  48. “Optimal Recommendation and Long-tail Provision Strategies for Content Monetization”, Hwang, T.-K., Y.-M. Li, Proc. 47th Hawaii International Conference on System Science (HICSS-47), Maui, Hawaii, USA, January, 2014.
  49. “A Social Referral Mechanism for E-marketplace”, C.-Y. Lai, Li, Y.-M., Proc. 15th International Conference on Electronic Commerce (ICEC 2013),, Turku, Finland, August, 2013. (Best paper award)
  50. “A Diffusing Path Planning Mechanism for Marketing Information Propagation over Social Media”, Li, Y.-M., C.-Y. Lai, Proc. 46th Hawaii International Conference on System Science (HICSS-46), Maui, Hawaii, USA, January, 2013.
  51. ‘”Evaluating Disseminators for Time-Critical Information Diffusion on Social Networks”, Li, Y.-M., L.-F. Lin Proc. International Conference on E-Business (ICE-B 2012), p. 251-260 Rome, Italy, July, 2012.
  52. “Analyzing The Pricing Models for Outsourcing Computing Service”, Li, Y.-M., C.-L. Chou,, Proc. 16h Pacific Asia Conference on Information Systems (PACIS 2012), Ho Chi Minh City, Vietnam, July, 2012.
  53. “Designing a Social Support Mechanism for Online Consumer Purchase Decision Making”, Li, Y.-M., Y.-L. Lee, Proc. 16h Pacific Asia Conference on Information Systems (PACIS 2012), Ho Chi Minh City, Vietnam, July, 2012.
  54. “Building Social Decision Support Mechanisms with Friend Networks”, Li, Y.-M., Yi-Lin Lee, Proc. 45th Hawaii International Conference on System Science (HICSS-45), Maui, Hawaii, USA, January, 2012.
  55. “Analyzing Monetization Models for Digital Content Services: Channel Ownership and Royalty Contracts”, Li, Y.-M., Yuan Fang, B.-H. Jin, Proc. 10th Workshop on e-Business (WeB 2011), Shanghai, China , December, 2011.
  56. “Social Support Mechanism in Micro-blogosphere”, Li, Y.-M., C.-Y. Lai, 13th International Conference on Electronic Commerce (ICEC 2011), Paper 44, Liverpool, UK, August, 201.
  57. “Business Modeling for Online Video Services: Download vs. Streaming”, Li, Y.-M., L.-F. Lin, 13th International Conference on Electronic Commerce (ICEC 2011), Paper 48, Liverpool, UK, August, 201.
  58. “VoIP Pricing in Competing Markets”, Li, Y.-M., S.-W. Chu, 13th International Conference on Electronic Commerce (ICEC 2011), Paper 49, Liverpool, UK, August, 2011, forthcoming .
  59. “Deriving Marketing Intelligence over Microblogs”, Li, Y.-M., T.-Y. Li, Proc. 44th Hawaii International Conference on System Science (HICSS-44), pp 1-10, Kauai, Hawaii, USA, January, 2011..
  60. “A Diffusion Mechanism for Online Advertising Service over Social Media”, Li, Y.-M., Y.-L. Shiu, Proc. 4 th International Workshop on Architectures, Concepts and Technologies for Service Oriented Computing (ACT4SOC 2010), pp 16-25, Athens, Greece, July, 2010.
  61. “Integration of WiMax and WiFi Services: Bandwidth Sharing and Channel Collaboration”, Paper 28, Li, Y.-M., J.-H. Jhang-Li, Proc. 14th Pacific Asia Conference on Information Systems (PACIS 2010), Taipei, Taiwan, July, 2010.
  62. “Comparing the Contracts for Digital Music Channels”, Li, Y.-M., J.-H. Jhang-Li, Y-. Fong, Proc. 8th Workshop on e-Business (WeB 2009), Phoenix, Arizona, USA, December, 2009.
  63. “Pricing and Capacity Planning in Online Games: The Design of Contracting-out Model”, Li, Y.-M., J.-H. Jhang-Li , S.-W. Chuang, Proc. 8th Workshop on e-Business (WeB 2009), Phoenix, Arizona, USA, December, 2009. (Best paper award)
  64. “Comparing B2B Trading Mechanisms”, Li, Y.-M., J.-H. Jhang-Li, Proc. 8th Workshop on eBusiness (WeB 2009), Phoenix, Arizona,, USA, December, 2009.
  65. “Identifying Bloggers with Marketing Influence in the Blogoshpere”, Li, Y.-M., C.-Y, Lai, C.- W. Chen, 11th International Conference on Electronic Commerce (ICEC 2009), pp 335-340, Taipei, Taiwan, August, 2009.
  66. “Advertising Strategies for Peer-Supported Content Services”, Li, Y.-M., H.-C, Chang, J.-H. Jhang-Li, 11th International Conference on Electronic Commerce (ICEC 2009), pp 370-373, Taipei, Taiwan, August, 2009.
  67. “Recommender Service for Social Network based Applications”, Li, Y.-M., H.-W. Hsiao, 11th International Conference on Electronic Commerce (ICEC 2009), pp. 378-381, Taipei, Taiwan, August, 2009.
  68. “An Endorser Discovering Mechanism for Social Advertising”, Li, Y.-M., N.-J. Lien, 11th International Conference on Electronic Commerce (ICEC 2009), pp. 125-132, Taipei, Taiwan, August, 2009.
  69. “A Novel Recommendation Mechanism for Knowledge Sharing in Online Forum Communities”, Li, Y.-M., T.-F. Liao, Proc. 13th Pacific Asia Conference on Information Systems (PACIS 2009), Hyderabad, India, July, 2009.
  70. “Service Quality’s Impact on Mobile Satisfaction and Intention to Use 3G”, Li, Y.-M., Y.-S. Yeh., Proc. 42th Hawaii International Conference on System Science (HICSS-42), pp1-10, Manoa, Hawaii, USA, January, 2009.
  71. “Discovering Influential Nodes for Viral Marketing”, Li, Y.-M., C.-Y, Lai, C.-H. Lin, Proc. 42th Hawaii International Conference on System Science (HICSS-42), pp1-10, Manoa, Hawaii, USA, January, 2009.
  72. “Operating Models for Wi-Fi Access Services”, Li, Y.-M., C.-C. Lo, D.-Y. Cheng, J.-H. JhangLi, Proc. 7th Workshop on e-Business (WeB 2008), pp.336-342, Paris, France, December, 2008.
  73. “Optimal Strategies of IT Consulting Firms: The Impact of License Fee and Open Source”, Li, Y.-M., J.-H. Jhang-Li, Y.-C. Liu, 10th International Conference on Electronic Commerce (ICEC 2008), Article No. 40, Innsbruck, Austria, 2008.
  74. “Economic Investigation of Peer Produced Services”, Li, Y.-M., Y.-L. Lee, Proc. 12th Pacific Asia Conference on Information Systems (PACIS 2008), pp.1526-1535, Suzhou, China, July, 2008.
  75. “Building Cooperation in VoIP Network through a Reward Mechanism”, Li, Y.-M., D.-Y. Cheng, J.-H. Jhang-Li, Proc. 12th Pacific Asia Conference on Information Systems (PACIS 2008), pp.799-808. Suzhou, China, July, 2008.
  76. Incorporate Personality Trait with Support Vector Machine to Acquire Quality Matching of Personnel Recruitment”, Li, Y.-M., C.-Y. Lai, C.-P. Kao, 4th Proc. International Conference on Business and Information 2008 (BAI 2008), pp.1-11, CD-ROM:B2-315, Seoul, Korea, July, 2008.
  77. “Agent-based Social Decision Mechanism For EC Service Quality Evaluation”, Li, Y.-M.,Y.-L. Lee , C.-Y .Lai, 4th Proc. International Conference on Business and Information 2008 (BAI 2008), pp.1-9, CD-ROM:D4-545-1733-1-DR, Seoul, Korea, July, 2008.
  78. ”A Synthetical Approach for Blog Recommendation Mechanism: Trust, Social Relation, and Semantic Analysis”, Li, Y.-M., C.-W., Chen, Proc. 7th International Conference on Electronic Business (ICEB 2007), pp.29-34, Taipei, Taiwan, December, 2007. (Best paper award)
  79. ”Competition and Integration Strategy Analysis of Advertisement-Supported Social Networking Related Services”, Li, Y.-M., C.-W., Chen, Proc. 7th International Conference on Electronic Business (ICEB 2007), pp.174-180, Taipei, Taiwan, December, 2007.
  80. “Pricing Digital Content with DRM Mechanism”, Li, Y.-M., C.-H. Lin, Proc. 9th International Conference on Electronic Commerce (ICEC 2007), pp.433-440, Minneapolis, USA, August, 2007.
  81. “Pricing Web 2.0 Related Services: Peer Production”, Li, Y.-M., Y.-L. Lee, Proc. 9th International Conference on Electronic Commerce (ICEC 2007), pp.441-448, Minneapolis, USA, August, 2007.
  82. “Efficiency Analysis for Display Ads and Contextual Search”, Li, Y.-M., J.-H. Jhang-Li, Y.-L. Lee Proc. 9th International Conference on Electronic Commerce (ICEC 2007), pp.361-368, Minneapolis, USA, August, 2007.
  83. “Pricing Web Advertisement: Display Ads and Contextual Search”, Li, Y.-M., J.-H. Jhang-Li, Proc. 11th Pacific Asia Conference on Information Systems (PACIS 2007), CD-ROM: paper #76, Auckland, New Zealand, July, 2007.
  84. “A One-to-Many Dynamic Negotiation Strategy Model Based on Fuzzy Theory”, Chen, P.-W., T.-K. Hwang, Y.-M., Li, Proc. 6th International Conference on Computational Intelligence in Economics and Finance (CIEF 2007), pp.356-362, Salt Lake City, USA, July, 2007
  85. “Knowledge Integration: A Public Goods Approach with Asymmetric Information”, Li, Y.-M., J.-H., Jhang-Li, Y.-S., Yeh, Proc. 18th Information Resources Management Association International Conference (IRMA 2007), pp.802-806, Vancouver, Canada, May, 2007.
  86. “Efficient Knowledge Sharing: Performance and Incentive”, Li, Y.-M., Y.-S., Yeh, Proc. 18th Information Resources Management Association International Conference (IRMA 2007), pp. 159-163, Vancouver, Canada, May, 2007.
  87. “Pricing Heterogeneous Content Distribution Channels: Efficiency and Profitability”, Li, Y.- M., Proc. 5th Workshop on e-Business (WeB 2006), pp.1-9, CD-ROM:1D-2, Milwaukee, Wisconsin, USA, December, 2006.
  88. “Optimal Contract of P2P Content Distribution”, Li, Y.-M., Proc. 5th Workshop on e-Business (WeB 2006), pp.1-7, CD-ROM:1D-3, Milwaukee, Wisconsin, December, 2006.
  89. “Pricing Strategy Analysis for Collective Purchasing E-Commerce”, Li, Y.-M., P.-W. Chen, T.-K. Hwang, Proc. 5th Workshop on e-Business (WeB 2006), pp.1-7, CD-ROM:1C-4, Milwaukee, Wisconsin, USA, December, 2006.
  90. “A Fuzzy Rule-based Bargaining Model for Online Group Purchasing”, Chen, P.-W., Y.-M., Li, T.-K. Hwang, Proc. 5th International Conference on Computational Intelligence in Economics and Finance (CIEF 2006), pp 271-274, Kaohsiung City, Taiwan, October, 2006.
  91. “On the Formation of Peer- to- Peer Networks: Self-Organized Sharing, Groups and Links”, Li, Y.-M., Y. Tan, P. De, Proc. 25rd Annual International Conference on Information Systems (ICIS 2004), pp.493-503, Washington, D.C., USA, December, 2004 .
  92. “Pricing Peer-to-Peer Networks: Content Provision and Search Intermediary”, Li, Y.-M., Y. Tan, P.De, Proc. 14th Annual Workshop Information Technology Systems (WITS 2004), pp.194-199, Washington, D.C., USA, December, 2004.
  93. “ Peer-to-Peer Content Distribution Networks”, Proc. 25th Annual International Conference on Information Systems (ICIS 2004) Doctoral Consortium , Charlottesville, Virginia, USA, December, 2004.
  94. “Optimal Pricing and Advertising Policies for Web Services”, Kumar, S., Y.-M. Li, S. Sethi, Proc. 14th Annual Workshop Information Technology Systems (WITS 2004), pp.104-106, Washington, D.C., USA, December, 2004.
  95. “On the Scale of Peer-to-Peer Networks”, Li, Y.-M., Y. Tan, Y.-P. Zhou, Proc. 13th Annual Workshop Information Technology Systems (WITS 2003), pp.13-18, Seattle, USA, December, 2003.
  96. “An Enhanced Expert Finding Model for Using Social Networks”, Li, Y.-M., C-H. Chang, W.- Y. Chang, Proc. 23th International Conference on Information Management (ICIM 2012), Kaohsiung, Taiwan, May, 2012
  97. “The Pricing Strategy of VoIP Phone-out Services”, Li, Y.-M., S.-W. Chu, Proc. 22th International Conference on Information Management (ICIM 2011), Taichung, Taiwan, May, 2011.
  98. “Competition Strategy for Software Market of Smart Phone”, Li, Y.-M., C.- C. Liu, S- F. Wu, Proc. 22th International Conference on Information Management (ICIM 2010),Taichung, Taiwan, May, 2010. (in Chinese).
  99. “A Game Theoretic Analysis of E-Book Service”, Li, Y.-M., J.- D. Wu, J.- W. Huang, Proc. 21th International Conference on Information Management (ICIM 2010), Tainan, Taiwan, May, 2010. (in Chinese).
  100. “Analysis of Versioning Strategy for Online Video Service: Quality, Price, and Advertisement”, Li, Y.-M., Y-. Fong, Proc. 21th International Conference on Information Management (ICIM 2010), Tainan, Taiwan, May, 2010. (in Chinese).
  101. “Pricing Cloud Computing”, Li, Y.-M., H.-J. Liu, Proc. 20th International Conference on Information Management (ICIM 2009), Taipei, Taiwan, May, 2009. (in Chinese).
  102. “A Game Theoretic Analysis of Customer Selection, Additional Value and Pricing Strategy in Mobile Phone Market”, Li, Y.-M., W.-P. Chiang, C. Yang, Proc. Proc. 20th International Conference on Information Management (ICIM 2009), Taipei, Taiwan, May, 2009.
  103. A Game Theoretic Analysis of Computing Platform Selection”, Li, Y.-M., T.-Y. Li, F. Fong, Proc. 20th International Conference on Information Management (ICIM 2009), Taipei, Taiwan, May, 2009. (in Chinese).
  104. “Analyzing Certification Mechanism on VoIP Security Quality: A Game Theoretic Approach”, Yang, C., Li, Y.-M., K.-Y. Yang, Proc. 20th International Conference on Information Management (ICIM 2009), Taipei, Taiwan, May, 2009. (in Chinese).
  105. “A Game Theoretic Analysis of E-Leaning Strategy”, Li, Y.-M., K.-Y. Yang, C. Yang CDROM Proc. 11th Conference on Information Management Practice (IMP 2008), Taipei, Taiwan, December, 2008. (in Chinese).
  106. ”Recommendation of Social Computing Applications”, Li, Y.-M., H.-W. Hsiao, CD-ROM Proc. 11th Conference on Information Management Practice (IMP 2008), Taipei, Taiwan, December, 2008.
  107. “Open or Close? A Strategic Analysis for Web Social Networking Platform”, Li, Y.-M.and T.-Y. Li, Proc. 19th International Conference on Information Management (ICIM 2008), Nantou, Taiwan, May, 2008.
  108. “Pricing Strategy and DRM in Digital Music Service”, Li, Y.-M., W.-P. Chiang, C. Yang, Proc. 19th International Conference on Information Management (ICIM 2008), Nantou, Taiwan, May, 2008.
  109. “The Effects of Quality and Price on the Intention to Use Free-Email”, Li, Y.-M., K.-Y. Yang, C. Yang, Proc. 19th International Conference on Information Management (ICIM 2008), Nantou, Taiwan, May, 2008. (in Chinese)
  110. “Exploiting Game theory to analyze the Portfolio Selection of Enterprise Information Systems”, Li, Y.-M. and L.-T. Fong, 19th International Conference on Information Management (ICIM 2008), Nantou, Taiwan, May, 2008. (in Chinese)
  111. “Discovering Potentially Influential Sources in WebBlog Networks”, Li, Y.-M., C.-W. Chen, N.-J. Lien, CD-ROM Proc. 10th Conference on Information Management Practice (IMP 2007), Kaohsiung, Taiwan, December, 2007. (in Chinese)
  112. “Blog Recommender based on Ontologies and Social Network Analysis”, Li, Y.-M., C.-W. Chen, T.-F. Liao, CD-ROM Proc. 10th Conference on Information Management Practice (IMP 2007), Kaohsiung, Taiwan, December, 2007. (in Chinese).
  113. “Blog Recommendation System based on Social Networks and Preference Score Mechanism”, Li, Y.-M. and T.-Y. Li, Proc. 12th Conference on Artificial Intelligence and Applications (TAAI 2007), Yunlin, Taiwan, November, 2007.
  114. “Advertising Strategy Analysis of Digital Media: Competition and Cooperation”, Li, Y.- M., I. Chi, C.-C. Chang, J. Chen, J. Chan, Proc. 18th International Conference on Information Management (ICIM 2007), Taipei, Taiwan, May, 2007. (in Chinese)
  115. “Game Theoretic Analysis of Online Video Service Strategy”, Li, Y.-M., M.-M. Hsu, K.-C. Chou, A.-H. Lee Proc. 18th International Conference on Information Management (ICIM 2007), Taipei, Taiwan, May, 2007. (in Chinese)
  116. “A Blog System with Trust Mechanism”, Li, Y.-M., J.-C. Chen, T.-Y. Li, Proc. 18th International Conference on Information Management (ICIM 2007), Taipei, Taiwan, May, 2007. (in Chinese)
  117. “Effects of BBS Information Sharing on Users’ Online Purchasing Behaviors”, Li, Y.-M., V. Chi, C.-Y. Chiu , Proc. 18th International Conference on Information Management (ICIM 2007), Taipei, Taiwan, May, 2007. (in Chinese)
  118. “Auditing and Provision Strategies of Utility Computing Service: A Game Theoretic Perspective”, Lee, Y.-L. and Li, Y.-M., CD-ROM Proc. 9th National Conference of Information Management for PhD, Kaohsiung City, Taiwan, April, 2007. (Best paper award)
  119. “Trust Based Intelligent P2P Recommendation System”, Li, Y.-M. and C.-P. Kao, CDROM Proc. 11th Conference on Artificial Intelligence and Applications (TAAI 2006), Kaohsiung City, Taiwan, December, 2006. (in Chinese)
  120. “Trust Based Instant Messaging System”, Li, Y.-M., T.-Y. Li and J.-C. Chen, CD-ROM Proc. 9th Conference on Information Management Practice (IMP 2006), Yunlin, Taiwan, December, 2006. (in Chinese)
  1. “A Game Theoretic Analysis of E-Book Service”, Li, Y.-M., J.- D. Wu, J.- W. Huang, Proc. 21th International Conference on Information Management (ICIM 2010), Tainan, Taiwan, May, 2010. (in Chinese).
IEBI 實驗室標誌　　資訊經濟與科技應用實驗室
 
  • 實驗室介紹
    • 本研究室主要研究方向為利用電腦科學、管理與經濟學方法，研究數位資訊產業 (如數位內容、資訊供應鏈、網路電信、電子商務、社群網路)之相關科技應用與經濟策略。研究主題主要特色在緊密連結當前產業脈動及學術研究議題。在資訊科技應用方面，主要在運用整合資訊與網路科技(如資訊網路、人工智慧、資料探勘技術)在電子商務與網路服務之應用，開發有效且可靠的企業智慧與社會計算服務推薦系統。
    • 在資訊經濟策略方面，則主要在建構電子商務與網路服務營運模式，並以計量分析方法(如賽局理論、資訊經濟學、產業組織學、統計學模型)，發展實務且嚴謹的科技政策與競爭策略。 目前的研究課題包含社會計算服務與推薦機制、同儕網路應用與知識管理、數位內容與數位供應鏈、網路經濟服務策略分析等等。
  • 實驗室方向
    • 電子商務
      • 企業智慧
      • 資訊經濟
      • 數位金融
      • 社群計算
  • 研究工具
    • Python
    • MySQL
    • Data mining
    • Social Recommendation
    • Network Economic
  • 基礎需求
    • Programming
    • Data mining
  • 可供聯絡之學長姐
相關圖片：
相關連結：
exchangealt EN
  • 發布日期：115-05-18
  • 更新日期：115-05-27
  • 發布單位：資訊管理研究所
 
古政元照片

教授
古政元

研究室　　　管理二館MB309
校內分機　　57409
電子信箱　　cooperku@nycu.edu.tw
實驗室　　　通訊網路與資訊安全實驗室
 
 
通訊網路與資訊安全實驗室
地點：管理二館MBMB107
分機：57409
 
研究領域
電腦與資料通訊網路
資訊安全
人工智慧應用
 
開授課程
隨機過程
資訊安全
資料通訊與網路
  • 學歷
    • 西北大學 電機工程與資訊科學博士
    • 國立交通大學 控制工程系
  • 經歷
    • 中華民國資訊管理學會理事
    • TWAIS 理事長
    • 資訊管理學報(TSSCI)編輯委員
    • 電子商務學報(TSSCI)領域編輯
    • 中華民國證券投資信託暨顧問商業同業公會理事
    • 國立中正大學 資訊管理系所 教授兼管理學院副院長暨EMBA執行長
    • 國立中正大學 資訊管理系所 教授兼系主任暨所長
    • 國立中正大學 資訊管理系所 教授
  1. Wen-Huai Hsieh, Cooper Cheng-Yuan Ku, Humble Po-Ching Hwang, Min-Juei Tsai, and Zheng-Zhun Chen, “Model for Predicting Complications of Hemodialysis Patients Using Data from the Internet of Medical Things and Electronic Medical Records,” IEEE Journal of Translational Engineering in Health and Medicine, Forthcoming. (SCI) (Acceptance email was dated 28/Dec/2022)
  2. Humble Po-Ching Hwang, Cooper Cheng-Yuan Ku, and Mason Chao-Yang Huang, ”Intelligent Cleanup Scheme for Soiled Photovoltaic Modules,” Energy, vol. 265, article 126293, Feb. 2023. (SCI)
  3. Ting-Yu Chang, Cooper Cheng-Yuan Ku, Tai-Yuen Cheng, Cheng-Kung Chung, and Emilio Chang Sanchez, “Modular Counting Management System for Mall Parking Services,” Computers & Industrial Engineering, vol. 171, article 108362, Sep. 2022. (SCI)
  4. Hsin-Hsiu Chen, Cooper Cheng-Yuan Ku, and David C. Yen, “Improved Fault-Tolerant SPRT Detection Method for Node Replication Attacks in Wireless Sensor Networks,” International Journal of Sensor Networks, vol. 39, no. 4, pp. 279-288, 2022. (SCI)
  5. 謝文淮,古政元,黃伯靜,”植基於區塊鏈之醫療服務品質匿名評價評論系統,”技術學刊,第三十七卷,第一期,65-77頁,中華民國111年. (EI)
  6. Ting-Yu Chang, and Cooper Cheng-Yuan Ku, “Fuzzy Filtering Ranking Method for Multi-criteria Decision Making,” Computers & Industrial Engineering, vol. 156, article 107217, Jun. 2021. (SCI)
  7. Humble Po-Ching Hwang, Cooper Cheng-Yuan Ku, and James Chi-Chang Chan, “Detection of Malfunctioning Photovoltaic Modules Based on Machine Learning Algorithms,” IEEE Access, vol. 9, pp. 37210-37219, 2021. DOI: 10.1109/ACCESS.2021.3063461. (SCI)
  8. Karamo Kanagi, Cooper Cheng-Yuan Ku, Li-Kai Lin, and Wen-Huai Hsieh, “Efficient Clinical Data Sharing Framework Based on Blockchain Technology,” Methods of Information in Medicine, vol. 59, pp. 193-204, 2020. (SCI)
  9. 洪嘉慶,黃正魁,古政元,”資訊安全新聞事件與企業股價異常報酬之研究,”資訊管理學報, vol. 25, no. 3, pp. 283-306, Jul. 2018. (TSSCI)
  10. Tsung-Han Yang, Cheng-Yuan Ku, and Man-Nung Liu, “Case Study: Application of Enhanced Delphi Method for Software Development and Evaluation in Medical Institutes,” Kybernetes, vol. 45, no. 4, pp. 637- 649, 2016. (SCI)
  11. Hsin-Pin Fu, Cheng-Yuan Ku, and Tsung-Sheng Chang, “A Decision Support System Based on a Genetic Algorithm for the Utilization of Leftovers,” International Journal of Computational Intelligence Systems, vol. 9, no. 3, pp. 483-496, 2016. (SCI)
  12. Tsung-Han Yang, Cheng-Yuan Ku, David C. Yen, and Wen-Huai Hsieh, “An Improved Strategic Information Management Plan for Medical Institutes,” Computer Standards & Interfaces, vol. 45, pp. 26-36, Mar. 2016. (SCI)
  13. Tsung-Han Yang, Cheng-Yuan Ku, and Man-Nung Liu, “An Integrated System for Information Security Management with the Unified Framework,” Journal of Risk Research, vol. 19, no. 1, pp. 21-41, 2016. (SSCI)
  14. Tsung-Sheng Chang, Hsin-Pin Fu, and Cheng-Yuan Ku, “A Novel Model to Implement ERP Based on Dynamic Capabilities – A Case Study of An IC Design Company,” Journal of Manufacturing Technology Management, vol. 26, no. 7, pp. 1053-1068, 2015.
  15. Hui-Ping Ho, Ching-Ter Chang, and Cheng-Yuan Ku, “House Selection via the Internet by Considering Homebuyers’ Risk Attitudes with S- shaped Utility Functions,” European Journal of Operational Research, vol. 241, no. 1, pp. 188-201, Feb. 2015. (SCI)
  16. Cheng-Yuan Ku, Pei-Chen Sung and Wen-Huai Hsieh, “Policy Satisfaction for Separation of Dispensing from Medical Practices in Taiwan: Success of the Prescription-Release Information System,” Telematics and Informatics, vol. 31, no. 2, pp. 334-343, May 2014. (SSCI)
  17. Pei-Chen Sung, Cheng-Yuan Ku, and Chien-Yuan Su, “Understanding the Propagation Dynamics of Multipartite Computer Virus,” Industrial Management & Data System, vol. 114, no. 1, pp. 86-106, 2014. (SCI)
  18. Hsin-Pin Fu, Tien-Hsiang Chang, Cheng-Yuan Ku, Tsung-Sheng Chang, Cheng-Hsin Huang, “The Critical Success Factors Affecting the Adoption of an Inter-Organization System by SMEs,” Journal of Business and Industrial Marketing, vol. 29, no. 5, pp. 400-416, 2014. (SSCI)
  19. Tsung-Sheng Chang, Cheng-Yuan Ku and Hsin-Pin Fu, “Grey Theory Analysis of Online Population and Online Game Industry Revenue in Taiwan,” Technological Forecasting and Social Change, vol. 80, pp. 175-185, 2013. (SSCI)
  20. Hui-Ping Ho, Ching-Ter Chang, and Cheng-Yuan Ku, “On the Location Selection Problem Using Analytic Hierarchy Process and Multi-Choice Goal Programming,” International Journal of Systems Science, vol. 44, no. 1, pp. 94-108, Jan. 2013. (SCI)
  21. Hsieh-Hong Huang, Jack Shih-Chieh Hsu, and Cheng-Yuan Ku, “Understanding the role of computer-mediated counter-argument in countering confirmation bias,” Decision Support Systems, vol. 53, no. 3, pp. 438-447, Jun. 2012. (SCI)
  22. Cheng-Yuan Ku and Yi-Wen Chang, “Optimal Production and Selling Policies with Fixed-Price Contracts and Contingent-Price Offers”, International Journal of Production Economics, vol. 137, no. 1, pp. 94-101, May 2012. (SCI)
  23. Wei-Hsi Hung, Robert John McQueen, Cheng-Yuan Ku, and Li-Min Chang, “Aligning Websites with Enterprise Success: An Evaluative Approach,” Journal of Computer Information Systems, vol. 52, no. 4, pp. 49-58, summer 2012. (SCI)
  24. Cheng-Yuan Ku, Yi-Wen Chang, and Chun-Wei Kuo, “A Method to Accelerate the Computation of Successive Approximation,” Advanced Science Letters, vol. 16, no. 1, pp. 326-331, Sep. 2012. (SCI)
  25. Pei-Chen Sung, Cheng-Yuan Ku, Chia-Ping Chen, “Research of the Computer Viruses Prevention Policy Using System Dynamics,” Journal of Information Management, vol. 19, no. 3, pp. 621-652, Jul. 2012. (in Chinese) (TSSCI)
  26. Tsung-Han Yang, Cheng-Yuan Ku, David C. Yen and Wen-Huai Hsieh, “Electronic Hand-Drafting and Picture Management System,” Journal of Medical Systems, vol. 36, no. 4, pp. 2297-2307, Aug. 2012. (SCI)
  1. Man-Nung Liu, Cheng-Yuan Ku and Tsung-Han Yang, 2014 May, “A Secure Software Development Framework Based on Security Patterns,” Proceedings of TIIM 2014, Seoul, Korea.
  2. Tsung-Han Yang, Cheng-Yuan Ku, Yung-Ting Chuang, 2014 Apr., “An Integrated Risk Analysis Framework for Improving Security of Software Development Life Cycle,” Proceedings of WDSI 2014, Napa Valley, California, U.S.A.
  3. Po-Ling Sun and Cheng-Yuan Ku, 2013 Aug., “Trust Management Model for QoS-driven Web Service Selection,” Proceedings of 2013 International Conference on Medical Innovation and Computing Service, Tainan, Taiwan, R.O.C.
  4. Hui-Ping Ho, Ching-Ter Chang and Cheng-Yuan Ku, 2013 Jun., “House Selection via Internet by considering Homebuyers’ Risk Attitudes,” PACIS 2013 Proceedings, Paper 151, Jeju Island, Korea, http://aisel.aisnet.org/pacis2013/151.
  5. Cheng-Yuan Ku and Yu-Siang Chiu, 2013 May, “A Novel Infrastructure for Data Sanitization in Cloud Computing,” Proceedings of TIIM 2013, Phuket, Thailand, pp. 72.
  6. Cheng-Yuan Ku, and Chien-Te Ho, 2013 Mar., “A Security Mechanism for Cloud Computing Based on Trust Platform Module,” Proceedings of WDSI 2013, Long Beach, California, U.S.A., paper 55.
  7. Tsung-Sheng Chang, Cheng-Yuan Ku and Hsin-Pin Fu, 2013 Jan., “Solving Optimal Match-up Problem with Heuristics Algorithm: A Simulation-based Investigation,” International Conference on Innovation and Management (IAM 2013 Winter), Sapporo, Japan.
  8. Wei-Hsi Hung, Robert John McQueen, Cheng-Yuan Ku, and Li-Min Chang, 2012 Apr., “Assessing Alignment of Websites with Enterprise Success,” Proceedings of WDSI 2012, Big Island, Hawaii, U.S.A., pp. 349-350.
  9. Ja-Long Chen, Cheng-Yuan Ku, and David C. Yen, 2012 Apr., “An Efficient Key Management Scheme for Multicast Communication,” Proceedings of WDSI 2012, Big Island, Hawaii, U.S.A., pp. 373-374.
  10. Cheng-Yuan Ku and Chih Zhe Hung, 2011 Dec., “An Anonymous and Non-framing Watermarking Protocol for Digital Right Management,” Online Proceedings of World Business and Economics Research Conference, Auckland, New Zealand, http://www.wbiconpro.com/513-Cheng-Yuan.pdf.
  11. Cheng-Yuan Ku, Yi-Chang Lee, Yi-Hsien Lin, and Yi-Wen Chang, 2011 Aug., “A Detection Method for Replication Attacks in Wireless Sensor Networks,” Proceedings of International Conference on HumanCom and EMC 2011, Enshi, China, pp. 235-244.
  12. Cheng-Yuan Ku, 2011 Apr., “System Design of Active Detection for Alternate Data Streams in the NTFS File”, CD Proceeding of TBI
  13. Cheng-Yuan Ku, 2011 Apr., “A Client-based Handoff Algorithm for 4G Networks Using Fuzzy Decision”, CD Proceeding of TBI
  14. Cheng-Yuan Ku, 2011 Apr., “The Efficient Broadcast Authentication Mechanism for Wireless Sensor Network Using GPS and HAS”, CD Proceeding of TBI
  15. Cheng-Yuan Ku, 2011 Apr., “A Secure and Anonymous Protocol for Online Reporting System”, CD Proceeding of TBI
  16. Cheng-Yuan Ku, 2010 Jul., “Continuous and Dynamic Pricing Strategy with Inventory Control and Multiple Demands” presented in 2010 ACME, Macau.
NET 實驗室標誌　　通訊網路與資訊安全實驗室
 
  • 實驗室介紹
    • 本實驗室主要著重在資訊科技與網路技術的整合應用，以連結產業發展的學術研究與產學需求為主軸，理論與實務並重。研究從事電腦網路相關應用技術開發，以及此方面的基礎理論。主題有無線感測網路 (WSN)和長期演進技術(LTE)等網路之攻擊偵測與防護、拓樸研究、模型最佳化與網路模型模擬；也針對物聯網(IoT)和軟體定義網路(SDN)等系統解決其安全或資源分配之問題；另外包括電子與行動商務層面的信任聲譽模型、服務水平協議(SLA)和資訊安全系統架構之分析與風險評估等。希冀藉由理論與實務並行的方式訓練成員熟悉相關技術和應用。
  • 實驗室方向
    • 電腦與通訊網路
    • 資訊安全
    • 電子與行動商務
  • 研究工具
    • Java
    • C++ or C#
    • Networking Simulators
    • Computer Networks
    • Information Security
  • 基礎需求
    • Programming
    • Computer Networks
    • Wireless Sensor Networks
    • Information Security
  • 可供聯絡之學長姐
相關附件：
相關圖片：
exchangealt EN
  • 發布日期：115-05-18
  • 更新日期：115-06-08
  • 發布單位：資訊管理研究所
 
莊詠婷照片

教授 兼 專班組長
莊詠婷

研究室　　　管理二館MB307R
校內分機　　57407
電子信箱　　ytchuang@nycu.edu.tw
實驗室　　　網路分散式系統及資訊安全管理實驗室
 
 
網路分散式系統及資訊安全管理實驗室
地點：管理二館MB107R
 
研究領域
電腦網路與通訊技術 (Computer & Communication Networks)
聯邦學習與分散式架構 (Federated Learning & Distributed Architecture)
網路安全與攻擊偵測 (Network Security & Attack Detection)
無線網路 (Wireless Networks)
教育科技 (Educational Technology)
 
開授課程
企業資料與通訊
分散式系統
資訊安全
分散式網路與社群應用
系統分析與設計
  • 學歷
    • 加州大學聖塔芭芭拉分校 電機與電腦工程系博士
    • 加州大學聖塔芭芭拉分校 電機與電腦工程系碩士
  • 經歷
    • 國立陽明交通大學資訊管理研究所教授
    • 國立陽明交通大學資訊管理研究所副教授
    • 國立中正大學資訊管理系副教授
    • 國立中正大學資訊管理系助理教授
    • 美國加州大學聖塔芭芭拉分校 電機與電腦工程系 研究助理
  1. Chuang, Y. T. & Zhang, Q. X. Adaptive Aggregation and Robust Client Selection against Poisoning and Backdoor Attacks in Federated Learning, Engineering Applications of Artificial Intelligence, 177(2026), 114734, 08/2026. (SCIE)
  2. Chuang, Y. T. & Chuang, W. Y. Bibliometric analysis and visualization of global trends in cyber-attacks and defenses, International Journal of Data Science and Analysis, 22(88), 03/2026. (ESCI)
  3. Chuang, Y. T. & Su, K. C. (2025). The Impact of Programming Experience and Gender on Coding Behavior, Thinking Skills and Creativity, 60(2026), 102126, 06/2026 (SSCI)
  4. Chuang, Y. T. & Chen, J. S. (2025). Global Academic Networks of MIS Scholars in Taiwan, Journal of Scholarly Publishing, to appear (SSCI)
  5. Chuang, Y. T. & Wang, H. T. (2025). A ChatGPT-Based Dynamic Assessment Chatbot, Journal of Computer Languages, 85(2025), 101366, 11/2025 (SCIE)
  6. Chuang, Y. T., & Tu, C. H. (2025). Mitigating DDoS Attacks in Containerized Environments: A Comparative Analysis of Docker and Kubernetes, Journal of Parallel and Distributed Computing, 204(2025), 105130, 10/2025 (SCIE)
  7. Chuang, Y. T., & Chang, H. Y. (2024). Analyzing novice and competent programmers’ problem-solving behaviors using an automated evaluation system. Science of Computer Programming, 237(2024) , 103138, 10/2024 (SCIE)
  8. Chuang, Y. T., & Jhang, J. Z. (2024). Trustworthy Retrieval System in Large and Mobile P2P Wireless Network. Ad Hoc Networks, 154 (2024), 103369. (SCI)
  9. Chuang, Y. T., & Hung, Y. T. (2023). A Real-Time and ACO-based Offloading Algorithm in Edge Computing, Journal of Parallel and Distributed Computing, 179(2023), 104703 (SCI)
  10. Chuang, Y. T., & Wang, C. H. (2022). MSQ: a Mobile and Social-based Q&A system. Library Hi Tech, Nov 2022, https://doi.org/10.1108/LHT-06-2022-0284 (SSCI)
  11. Chuang, Y. T., & Hsiang, C. S. (2022). A popularity-aware and energy-efficient offloading mechanism in fog computing, Journal of Supercomputing, 73, 19435-19458. (SCI)
  12. Chuang, Y. T., & Kuan, H. P. (2022). MIS Faculty collaboration in research and journal publication. Library Hi Tech, 40(3), 623-650 (SSCI)
  13. Chuang, Y. T. (2022). EMFL: An EMI & Mobile-Assisted Flipped Learning System. Journal of Technology, 37(1), 29-41 (EI)
  14. Chuang, Y. T., & Chen, Y. H. (2022). Social network analysis and data visualization of MIS international collaboration in Taiwan. Library Hi Tech, 40(5), 1422-1458. (SSCI)
  15. Chuang, Y. T., & Tsai, J. J. (2021). cRedit-based and reputation retrieval system. The Journal of Supercomputing, 77(9), 10184-10225. (SCI)
  16. Chuang, Y. T., & Li, F. W. (2020). TCR: a trustworthy and churn-resilient academic distribution and retrieval system in P2P networks. The Journal of Supercomputing, 76, 7107-7139, (SCI).
  17. Chuang, Y. T., Lee, Y. F. (2018). Defense Mechanism for Malicious and Selective Forwarding Attacks in Large and Mobile Wireless Networks. The Computer Journal, Section D: Security in Computer Systems and Networks, 61(12), 1862-1879. (SCI) (管二學門推薦期刊)
  18. Yang, P. T., Huang, C. K., Chu, H. L., Chuang, Y. T. (2018). Discovering diverse human behavior from two-dimensional preferences. Knowledge-Based Systems, 152, 11-25. (SCI) IF: 4.396
  19. Wu, F., Chuang, Y. T., Lai, H. W. (2018). Facilitating apps recommendation in Google Play. The Electronic Library, 36(5). (SSCI)
  20. Chuang, Y. T., Yu, C. Y., Wu, Q. W. (2018). DSLM: a decentralized search for large and mobile networks. The Journal of Supercomputing, 74(2), 738-767 (SCI).
  21. Chuang, Y. T. (2017). MEMIS: A Mobile-Supported English-Medium Instruction System. Telematics and Informatics, 34(2), 640-656 (SSCI). IF: 3.789
  22. Chuang, Y. T. (2017). Protecting against malicious and selective forwarding attacks for P2P search & retrieval system. Peer-to-Peer Networking and Applications, 10(4), 1079-1100. (SCI)
  23. Yu, C. Y., Chuang, Y. T., Kuan, H. P. (2017). Understanding Faculty Collaboration and Productivity: A Case Study. Asian Social Science, 13(3), 1-20.
  24. Chuang, Y. T. (2017). TCSC: A Trustworthy and Communal Social Classifieds. Transactions on Networks and Communications, 5(1), 21-38.
  25. Chuang, Y. T. (2016). CIRCLE: A Cloud-Based Mobile Wellness Management System. Journal of Biomedical Engineering and Medical Imaging, 3(6): 69-95.
  26. Chuang, Y. T., Melliar-Smith, P. M., Moser, L. E., & Lombera, I. M. (2016). Statistical Estimation and Dynamic Adaptation Algorithms for the iTrust Publication, Search and Retrieval System. The Computer Journal, Section B: Computer and Communications Networks and Systems, 59(10), 1492-1510 (SCI) (管二學門推薦期刊)
  27. Huang, T. C. K., Huang, C. H., & Chuang, Y. T. (2016). Change discovery of learning performance in dynamic educational environments. Telematics and Informatics, 33(3), 773-792. (SSCI) IF: 3.789
  28. Chuang, Y. T., Melliar-Smith, P. M., Moser, L. E., & Lombera, I. M. (2016). Maintaining censorship resistance in the iTrust network for publication, search and retrieval. Peer-to-Peer Networking and Applications, 9(2), 266-283. (SCI)
  29. Chuang, Y. T. (2015) An EMI Pedagogy That Facilitates Students’ Learning, English Language Teaching, 8(12), 63-73 (ProQuest/EBSCO)
  30. Chuang, Y. T. (2015). An adaptable and scalable membership management for the iTrust information search and retrieval system. Security and Communication Networks, 8(18), 3492-3510. (SCI)
  31. Chuang, Y. T. (2015). A teaching philosophy that utilizes instructional technologies to improve learning motivation. The International Journal of E-Learning and Educational Technologies in the Digital Media, 1(2), 121-132.
  32. Chuang, Y. T. (2015). SSCLS: A smartphone-supported collaborative learning system. Telematics and Informatics, 32(3), 463-474. (SSCI). IF: 3.789
  33. Chuang, Y. T., Smith, P. M. M., Moser, L. E., & Lombera, I. M. (2015). Membership protocols for the iTrust network. Transactions on Networks and Communications, 3(2), 133-158.
  34. Chuang, Y. T. (2014). Increasing learning motivation and student engagement through the technology-supported learning environment. Creative Education, 5(23), 1969-1978. (EBSCO/ProQuest)
  35. Lombera, I. M., Moser, L. E., Melliar-Smith, P. M., & Chuang, Y. T. (2014). Peer-to-peer publication, search and retrieval using the Android mobile platform. Computer networks, 65, 56-72. (SCI) IF: 2.522
  36. Lombera, I. M., Moser, L. E., Melliar-Smith, P. M., & Chuang, Y. T. (2013). Mobile decentralized search and retrieval using SMS and HTTP. Mobile Networks and Applications, 18(1), 22-41. (SCI) IF: 2.497
  37. Chuang, Y. T., Melliar-Smith, P. M., Moser, L. E., & Lombera, I. (2012). Protecting the iTrust information retrieval network against malicious attacks. Journal of Computing Science and Engineering, 6(3), 179-192. (Scopus)
  1. Chuang, Y. T., Hsu, C. T., (2025). A Data Compression-Enabled ACO Offloading Method for Efficient Edge Computing: Proceedings of the Annual Meeting of Decision Sciences Institute (DSI), Orlando, FL, USA, November 2025 (管二學門推薦會議)
  2. Chuang, Y. T., Wu, H. Y., (2024). Leveraging Swarm Intelligence Algorithms For Optimizing Task Allocation In Mobile Edge Computing: Proceedings of the Annual Meeting of Decision Sciences Institute (DSI), Phoenix, AZ, USA, November 2024 (管二學門推薦會議)
  3. Chuang, Y. T., Chuang, W. Y., (2024). Data Visualization and Analysis of Cyber-attacks and Defenses: Proceedings of the Annual Meeting of the Southwest Decision Sciences Institute (SWDSI), Galveston, TX, USA, April 2024
  4. Chuang, Y. T., Chen, Y. H., Chen, J. S. (2022). Visualization of international collaboration patterns in Taiwan in early COVID-19: Proceedings of the 53th Annual Meeting of the Decision Sciences Institute (DSI), Houston, TX, USA, November 2022 (管二學門推薦會議)
  5. Chuang, Y. T., Lin, S. Y. (2021). A decision-aid and context-aware task offloading algorithm: Proceedings of the 52th Annual Meeting of the Decision Sciences Institute (DSI), Online, November 2021 (管二學門推薦會議)
  6. Chuang, Y. T., Hung, Y. T. (2021). A reliable task offloading algorithm with Ant Colony Optimization: Proceedings of the 52th Annual Meeting of the Decision Sciences Institute (DSI), Online, November 2021 (管二學門推薦會議)
  7. Chuang, Y. T., Chang, H. Y. (2021). Visualizing learning behaviors in novice/non-novice programmers: Proceedings of the 2021 International Conference on INFORMS annual meeting (INFORMS), Anaheim, CA, USA, October 2021. (管二學門推薦會議)
  8. Hsiang, C. S., Chuang, Y. T. (2021). A system for popularity-aware and energy-efficient offloading decision with load balancing in fog computing: Proceedings of the 27th International Conference on Parallel & Distributed Processing Techniques & Applications (PDPTA), Las Vegas, NV, USA, July 2021
  9. Chuang, Y. T., Chen Y. H. (2018). Observing the effectiveness of English-medium instruction in Taiwan higher education: Proceedings of the 49th Annual Meeting of the Decision Sciences Institute, Chicago, IL, November 2018 (管二學門推薦會議)
  10. Chuang, Y. T., Lee, Y. F. (2018). Detecting and Defending suspicious nodes in Large & Mobile Networks: Proceedings of the 49th Annual Meeting of the Decision Sciences Institute, Chicago, IL, November 2018 (管二學門推薦會議)
  11. Chuang, Y. T. (2018). A reputation- and credit-based information retrieval system for hybrid wireless networks: Proceedings of the International Conference on INFORMS annual meeting (INFORMS), Phoenix, Arizona, USA, Nov, 2018. (管二學門推薦會議)
  12. Chuang, Y. T., Kuan, H. P. (2018). Analysis of MIS Journal Publication in Taiwan: Proceedings of the International Conference on Internet Computing and IoT (ICOMP), Las Vegas, Nevada, USA, July, 2018.
  13. Chen, Y. H., & Chuang, Y. T. (2018). English-medium Instruction in English as a Foreign Language Computer Science Courses: Observation and Suggestion: Proceedings of the International Conference on Frontiers in Education: Computer Science and Computer Engineering (FECS), Las Vegas, Nevada, USA, July, 2018.
  14. Chuang, Y. T. (2017). A Trustworthy P2P Retrieval System for Dense Mobile Networks: Proceedings of the 7th International Conference on Electronics, Communications, and Networks, Hualien, Taiwan, November 2017
  15. Chuang, Y. T., Wu, Q. W. (2017). A Trustworthy PHP Retrieval for Dense Mobile Networks: Proceedings of the 48th Annual Meeting of the Decision Sciences Institute, Washington, D. C., November 2017 (管二學門推薦會議)
  16. Pai, H. T., Lai, H. W., Wang, S. L., Wu, F., Chuang, Y. T. (2017). Recommendations for Mobile Applications: Facilitating Commerce in Google Play: Proceedings of the International Conference on Internet of Things and Machine Learning, Liverpool City, U. K., October 2017
  17. Wu, H. H., Chuang, Y. T. (2017). Low-Cost Smart Refrigerator: Proceedings of the 1st IEEE International Conference on Edge Computing, Honolulu, Hawaii, June 2017
  18. Ku, C. Y., Yang, F. Y., Chuang, Y. T., Yen, David (2017). A Study of Multi-Party Electronic Contract Signing Protocol: Proceedings of the 46th International Conference on Western Decision Sciences Institute, Vancouver, BC, Canada, April 2017.
  19. Chuang, Y. T., & Wu, Q. W. (2016). A Trustworthy Information Publication and Search System for Large-Scale & Mobile Wireless Networks: Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), Las Vegas, Nevada, USA, July, 2016, pp. p. 57-58..
  20. Chuang, Y. T. (2016), A Pedagogy-Supported English-Medium Instruction Course: Proceedings of the 12th International Conference on Frontiers in Education: Computer Science and Computer Engineering (FECS), Las Vegas, Nevada, USA, July 2016.
  21. Chuang, Y. T. (2015). Trustworthy and Communal Social Classifieds Using HTTP and Wi-Fi: Proceedings of the 2015 IEEE International Conference on Social Computing and Networking, Chengdu, China, December 2015, pp. 486-493. (管二學門推薦會議)
  22. Chuang, Y. T. (2014). TCSC: A Trustworthy and Communal Social Classifieds: Proceedings of the 43th International Conference on Western Decision Sciences Institute, Napa Valley, CA, USA, April 2014
DS 實驗室標誌　　網路分散式系統及資訊安全管理實驗室
 
  • 實驗介紹
    • 本實驗室致力於資訊科技與網路技術的整合應用，研究範疇涵蓋電腦網路應用技術開發及其基礎理論。我們核心的研究方向在於結合分散式系統架構與聯邦學習，在確保數據隱私的前提下，開發高效能的協作式運算模型。同時，我們研究各類網路環境下的安全議題，從理論推導、模型最佳化到系統模擬實作，建構兼具效能與安全性的次世代網路基礎設施。
  • 實驗室方向
    • 分散式系統
    • 聯邦學習架構
    • 網路攻擊與防禦
    • 電腦與通訊網路
  • 研究工具
    • Java or C++ or C#
    • Networking Simulators
    • Computer Networks
    • Information Security
    • Python
  • 基礎需求
    • Programming
    • Computer Networks
    • Network Security & Defense
  • 可供聯絡之學長姐
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