{"subject":"莊詠婷","pubUnitName":"資訊管理研究所","posterDate":"115-05-18","updateDate":"115-07-30","detailContent":"
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\"莊詠婷照片\"
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\r\n教授 兼 專班組長
\r\n莊詠婷
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\r\n研究室　　　管理二館MB307R
\r\n校內分機　　57407
\r\n電子信箱　　ytchuang@nycu.edu.tw
\r\n實驗室　　　網路分散式系統及資訊安全管理實驗室
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實驗室研究領域開授課程
名稱：網路分散式系統及資訊安全管理實驗室電腦網路與通訊技術
\r\n\t\t\t(Computer & Communication Networks)		企業資料與通訊
地點：管理二館MB107R聯邦學習與分散式架構
\r\n\t\t\t(Federated Learning & Distributed Architecture)		分散式系統
 網路安全與攻擊偵測
\r\n\t\t\t(Network Security & Attack Detection)		資訊安全
 無線網路
\r\n\t\t\t(Wireless Networks)		分散式網路與社群應用
 教育科技
\r\n\t\t\t(Educational Technology)		系統分析與設計
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  • 學歷\r\n\r\n\t
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    • 加州大學聖塔芭芭拉分校 電機與電腦工程系博士
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    • 加州大學聖塔芭芭拉分校 電機與電腦工程系碩士
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  • 經歷\r\n\t
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    • 國立陽明交通大學資訊管理研究所教授
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    • 國立陽明交通大學資訊管理研究所副教授
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    • 國立中正大學資訊管理系副教授
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    • 國立中正大學資訊管理系助理教授
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    • 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
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  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)
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  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)
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  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)
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  4. Chuang, Y. T. & Chen, J. S. (2025). Global Academic Networks of MIS Scholars in Taiwan, Journal of Scholarly Publishing, to appear (SSCI)
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  5. Chuang, Y. T. & Wang, H. T. (2025). A ChatGPT-Based Dynamic Assessment Chatbot, Journal of Computer Languages, 85(2025), 101366, 11/2025 (SCIE)
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  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)
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  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)
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  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)
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  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)
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  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)
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  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)
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  12. Chuang, Y. T., & Kuan, H. P. (2022). MIS Faculty collaboration in research and journal publication. Library Hi Tech, 40(3), 623-650 (SSCI)
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  13. Chuang, Y. T. (2022). EMFL: An EMI & Mobile-Assisted Flipped Learning System. Journal of Technology, 37(1), 29-41 (EI)
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  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)
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  15. Chuang, Y. T., & Tsai, J. J. (2021). cRedit-based and reputation retrieval system. The Journal of Supercomputing, 77(9), 10184-10225. (SCI)
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  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).
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  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)
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  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
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  19. Wu, F., Chuang, Y. T., Lai, H. W. (2018). Facilitating apps recommendation in Google Play. The Electronic Library, 36(5). (SSCI)
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  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).
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  21. Chuang, Y. T. (2017). MEMIS: A Mobile-Supported English-Medium Instruction System. Telematics and Informatics, 34(2), 640-656 (SSCI). IF: 3.789
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  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)
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  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.
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  24. Chuang, Y. T. (2017). TCSC: A Trustworthy and Communal Social Classifieds. Transactions on Networks and Communications, 5(1), 21-38.
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  25. Chuang, Y. T. (2016). CIRCLE: A Cloud-Based Mobile Wellness Management System. Journal of Biomedical Engineering and Medical Imaging, 3(6): 69-95.
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  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)
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  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
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  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)
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  29. Chuang, Y. T. (2015) An EMI Pedagogy That Facilitates Students’ Learning, English Language Teaching, 8(12), 63-73 (ProQuest/EBSCO)
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  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)
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  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.
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  32. Chuang, Y. T. (2015). SSCLS: A smartphone-supported collaborative learning system. Telematics and Informatics, 32(3), 463-474. (SSCI). IF: 3.789
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  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.
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  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)
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  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
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  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
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  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)
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  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)
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  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)
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  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
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  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)
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  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)
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  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)
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  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)
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  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
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  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)
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  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)
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  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)
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  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.
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  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.
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  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
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  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)
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  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
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  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
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  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.
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  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..
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  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.
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  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)
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  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
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\"DS　　網路分散式系統及資訊安全管理實驗室
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  • 實驗介紹\r\n\r\n\t
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    • 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。
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  • 實驗室方向\r\n\t
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    • 分散式系統
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    • 聯邦學習架構
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    • 網路攻擊與防禦
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    • 電腦與通訊網路
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  • 研究工具\r\n\t
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    • Java or C++ or C#
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    • Networking Simulators
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    • Python
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  • 基礎需求\r\n\t
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    • Programming
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    • Computer Networks
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    • Network Security & Defense
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  • 可供聯絡之學長姐\r\n\t\r\n\t
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