Chien Chin Chen (陳建錦)


Professor
Department of Information Management
National Taiwan University

Chien Chin Chen received the Ph.D. degree in Electrical Engineering from National Taiwan University, Taiwan, in 2007. He is currently a Professor in the Department of Information Management at National Taiwan University. His papers have appeared in IEEE Transactions on Knowledge and Data Engineering (TKDE), ACM Transactions on Information Systems (TOIS), Decision Support Systems, Information Sciences, Knowledge-Based Systems, SIGIR, ECIR, SIGKDD, ACL, COLING, etc.

His current research interests include text mining, business intelligence, and recommendation systems.

Room 414, College of Management No. 2 Building,
No.1, Sec. 4, Roosevelt Rd.,
Taipei City 106, Taiwan (R.O.C.)
Tel: 886-2-3366-1194
Fax: 886-2-3366-1199
Email: patonchen(at)ntu.edu.tw


Honors

  • 99~111學年度 國立臺灣大學教學優良獎
  • 100、103、106學年度 科技部優秀年輕學者研究計畫
  • 2016 Senior Fulbright Research Grants
  • 2010 李國鼎青年研究獎
  • 2008 SIGIR Student & New Researcher Travel Support
  • 2005 財團法人傑出人才發展基金會「優秀學生出國開會補助 」

Research Grants

  • NSTC 112-2410-H-002-043-MY2 基於圖卷積網路之談話性直播精華擷取研究
    2023/08/01~2025/07/31, 1,870,000NTD
  • MOST 111-2410-H-002-052- 基於循環生成對抗網路與知識圖之冷啟動推薦系統研究
    2022/08/01~2023/07/31, 650,000NTD
  • MOST 109-2410-H-002-071-MY2 深度學習之去雜訊自動編碼器於推薦系統冷啟動研究
    2020/08/01~2022/07/31, 1,400,000NTD
  • MOST 106-2628-H-002-002-MY3(優青計畫) 基於排序學習與推薦演算法之主題趨勢預測研究
    2017-8-1~2020-7-21, 2,999,000NTD
  • MOST 105-2221-E-002-187 結合矩陣拆解、排序學習與非隨意忽略之社群網路具資訊價值朋友推薦研究
    2016-8-1~2017-7-31, 702,000NTD
  • MOST 103-2221-E-002-106-MY2(優青計畫) 以立場辨識與互動擷取為基礎之事件人物友誼網路建置研究
    2014-8-1~2016-7-31, 1,644,000 NTD
  • NSC 101-2410-H-002-026-MY2 基於搜尋引擎搜索紀錄的股票市場投資人行為與情緒研究
    2012-8-1~2014-7-31, 1,046,000 NTD
  • NSC 100-2628-E-002-037-MY3(優青計畫) 網際網路之多元對立人物辨識與人際互動關係萃取之研究
    2011-8-1~2014-7-31, 2,455,000 NTD
  • NSC 99-2221-E-002-182 以搜尋引擎查詢紀錄為基礎之傳染病疾病狀態預測研究
    2010-8-1~2011-7-31, 582,000 NTD
  • NSC 97-2221-E-002-225-MY2 以主成分分析為基礎之非監督式時序性文字極性辨識研究
    2008-8-1~2010-7-31, 1,308,000 NTD
  • NSC 96-2218-E-002-040 時序性新聞事件之極性立場分析與摘要化研究
    2007-10-1~2008-7-31, 550,000 NTD

Courses

Please refer to  NTU COOL for all lecture matreials
  • Introduction to Information Retrieval and Text Mining (Fall 2008~now)
  • Introduction of Text Mining (Fall 2020~now)
  • Operating Systems (Spring 2008~now)
  • Social Network Analytics (Spring 2022~now)
  • IM Freshman Project (Fall 2020~now)
  • Capstone of Business Data Analytics (Spring 2021~2022)
  • Data Structure (Fall 2007, 2009, 2011, 2015, 2018)

Publications

[Google Scholar][DBLP]

Journal Papers:

  1. Chien Chin Chen, Po-Lin Lai, Chih-Yun Chen, "ColdGAN: An Effective Cold-Start Recommendation System for New Users based on Generative Adversarial Networks," Applied Intelligence, Vol. 53, 8302-8317, 2023. [SCI] (MOST 109-2410-H-002-071-MY2)
  2. Chien Chin Chen, Liang-Wei Lo, Sheng-Jie Lin, "COHETS: A Highlight Extraction Method using Textual Streams of Streaming Videos," Knowledge-Based Systems, Volume 258, 2022, Article 110000. [SCI] (MOST 109-2410-H-002-071-MY2) (NSTC 111-2410-H-002-052)
  3. Ze-Han Fang, Chien Chin Chen, "A Collaborative Trend Prediction Method using the Crowdsourced Wisdom of Web Search Engines," Data Technologies and Applications, Vol. 56 No. 5, 2022, pp. 741-761. [SCI]  (MOST 109-2410-H-002-071-MY2)
  4. Ze-Han Fang, Chien Chin Chen, "A Novel Taiwan Prosperity Surveillance System Based on Search Log and Learning to Rank," Journal of Information Management, Vol. 24, No. 4, Pages 435-454, 2017. [TSSCI] (MOST 105-2221-E-002-187)
  5. Yung-Chun Chang, Pi-Hua Chuang, Chien Chin Chen, Wen-Lian Hsu, "FISER: A Feature-based Detection System for Person Interactions," Computational Intelligence, Volume 33, Issue 4, November 2017, Pages 656-679. [SCI] (MOST 103-2221-E-002-106-MY2)
  6. Zhong-Yong Chen and Chien Chin Chen, "SCIFNET: Stance Community Identification of Topic Persons Using Friendship Network Analysis," Knowledge-Based Systems, Volume 110, Pages 30-48, 2016. [SCI] (MOST 103-2221-E-002-106-MY2)
  7. Chien Chin Chen, Shun-Yuan Shih, and Meng Lee, "Who Should You Follow? Combining Learning to Rank with Social Influence for Informative Friend Recommendation," Decision Support Systems, Volume 90, Pages 33-45, 2016. [SCI] (MOST 103-2221-E-002-106-MY2)
  8. Ze-Han Fang and Chien Chin Chen, "A Novel Trend Surveillance System Using the Information from Web Search Engines," Decision Support Systems, Volume 88, Pages 85-97, 2016. [SCI] (MOST 103-2221-E-002-106-MY2)
  9. Yung-Chun Chang, Chun-Han Chu, Yu-Chen Su, Chien Chin Chen, and Wen-Lian Hsu, "PIPE: A Protein-protein Interaction Passage Extraction Module for BioCreative Challenge," Database: The Journal of Biological Databases and Curation, Vol. 2016: article ID baw101, 2016. [SCI] (MOST 103-2221-E-002-106-MY2)
  10. Sun Kim, Rezarta Islamaj Dogan, Andrew Chatr-aryamontri, Christie S. Chang, Rose Oughtred, Jennifer M. Rust, Riza Batista-Navarro, Jacob Carter, Sophia Ananiadou, Sérgio Matos, André Santos, David Campos, José Luís Oliveira, Onkar Singh, Jitendra Jonnagaddala, Hong-Jie Dai, Emily Chia-Yu Su, Yung-Chun Chang, Yu-Chen Su, Chun-Han Chu, Chien Chin Chen, Wen-Lian Hsu, Yifan Peng, Cecilia N. Arighi, Cathy H. Wu, K. Vijay-Shanker, Ferhat Aydin, Zehra Melce Hüsünbeyi, Arzucan Özgür, Soo-Yong Shin, Dongseop Kwon, Kara Dolinski, Mike Tyers, W. John Wilbur, Donald C. Comeau, "BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID," Database: The Journal of Biological Databases and Curation, Vol. 2016: article ID baw121, 2016. [SCI]
  11. Yung-Chun Chang, Chien Chin Chen, and Wen-Lian Hsu, "SPIRIT: A Tree Kernel-based Method for Topic Person Interaction Detection," IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 28, Issue 9, pp. 2494-2507, 2016. [SCI] (MOST 103-2221-E-002-106-MY2 and MOST 103-3111-Y-001-027).
  12. Yung-Chun Chang, Chun-Han Chu, Chien Chin Chen, and Wen-Lian Hsu, "Linguistic Template Extraction for Recognizing Reader-Emotion," International Journal of Computational Linguistics and Chinese Language Processing, Vol. 21, No. 1, June 2016, pp. 29-50.
  13. Chien Chin Chen and Yu-Chun Sun, "Exploring Acquaintances of Social Network Site Users for Effective Social Event Recommendations," Information Processing Letters, Vol. 116, issue 3, 227-235, 2016. [SCI] (MOST 103-2221-E-002-106-MY2).
  14. Yung-Chun Chang, Zhong-Yong Chen, Chien Chin Chen, and Wen-Lian Hsu, "Constructing Topic Person Interaction Networks Using a Tree Kernel-based Method," International Journal of Languages, Literature and Linguistics, volume 1, number 4, pages 238-245, December 2015. (MOST 103-2221-E-002-106-MY2)
  15. Chien Chin Chen and Meng-Chieh Chung, "Predicting the Success of Group Buying Auctions via Classification," Knowledge-Based Systems (KBS), Vol. 89, 627-640, 2015. [SCI] (NSC 100-2628-E-002-037-MY3 and MOST 103-2221-E-002-106-MY2).
  16. Zhong-Yong Chen and Chien Chin Chen, "Identifying the Stances of Topic Persons Using a Model-based Expectation-Maximization Method," Journal of Information Science and Engineering (JISE), 31(2): 573-595, 2015. [SCI] (NSC 100-2628-E-002-037-MY3)
  17. Chien Chin Chen, Yu-Hao Wan, Meng-Chieh Chung, and Yu-Chun Sun, "An Effective Recommendation Method for Cold Start New Users Using Trust and Distrust Networks," Information Sciences, Vol. 224, No. 1, 19-36, 2013. [SCI] (NSC 99-2221-E-002-182 and NSC 100-2628-E-002-037-MY3)
  18. Chien Chin Chen and Yi-Tian Tsai, "A Novel Business Cycle Surveillance System Using the Query Logs of Search Engines," Knowledge-Based Systems (KBS), Vol. 30, 104-114. 2012. [SCI] (NSC 99-2221-E-002-182 and NSC 100-2628-E-002-037-MY3)
  19. Chien Chin Chen, Zhong-Yong Chen, and Chen-Yuan Wu, "An Unsupervised Approach for Person Name Bipolarization Using Principal Component Analysis," IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 24, No. 11, 1963-1976, 2012. [SCI] (NSC 97-2221-E-002-225-MY2 and NSC 99-2221-E-002-182)
  20. Chien Chin Chen and Meng Chang Chen, "TSCAN: A Content Anatomy Approach to Temporal Topic Summarization,"  IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 24, No. 1, 170-183, 2012. [SCI] (NSC 97-2221-E-002-225-MY2)
  21. Chien Chin Chen and You-De Tseng, "Quality Evaluation of Product Reviews Using an Information Quality Framework," Decision Support Systems (DSS), Vol. 50, 755-768, 2011. [SCI] (NSC 97-2221-E-002-225-MY2)
  22. Chien Chin Chen, Meng Chang Chen, and Ming-Syan Chen, "An Adaptive Threshold Framework for Event Detection Using HMM-based Life Profiles," ACM Transactions on Information Systems (TOIS), Vol. 27, Issue 2, Article No. 9, February 2009. [SCI] (NSC 96-2218-E-002-040 and NSC 96-3113-H-001-012)
  23. Chien Chin Chen, Yao-Tsung Chen, and Meng Chang Chen, "An Aging Theory for Event Life Cycle Modeling," IEEE Transactions on System, Man and Cybernetics, Part A: Systems and Humans, Vol. 37, No. 2, 237-248, March 2007. [SCI](NSC 93-2524-S-001-001 and NSC 94-2524-S-001-001)
  24. Chien Chin Chen, Meng Chang Chen and Yeali S. Sun, "PVA: A Self-Adaptive Personal View Agent," Journal of Intelligent Information System, 18:2/3, 173-194, 2002. [SCI].

Conference & Proceeding Papers:

  1. Sheng-Jie Lin, Chien Chin Chen, and Yung-Chun Chang, "AMP-BiLSTM: An Enhanced Highlight Extraction Method Using Multi-Channel Bi-LSTM and Self-Attention in Streaming Videos," accepted by the 18th IEEE International Conference on Semantic Computing (ICSC).
  2. Guan-Fu Chen, Tai-Ju Yang, and Chien Chin Chen, "Enhancing Log Anomaly Detection through Knowledge Graph Integration," accepted by the 18th IEEE International Conference on Semantic Computing (ICSC).
  3. Hung-Kuang Han, Yu-Chen Huang, Chien Chin Chen, "A Deep Learning Model for Extracting Live Streaming Video Highlights using Audience Messages," in Proceedings of the 2nd Artificial Intelligence and Cloud Computing Conference, Pages 75–81, 2019, https://doi.org/10.1145/3375959.3375965
  4. Fang-Yu Lin, Ming-Chen Wu, and Chien Chin Chen, "Incorporating Pairwise Learning into Latent Dirichlet Allocation for Effective Item Recommendations," in Proceedings of the 22nd Pacific Asia Conference on Information Systems (PACIS 2018), paper 73, 2018.
  5. Chien Chin Chen, Chiu-Chung Chen, Chun-Nan Hsu, Ko-Wei Lin, Amanda Bischoff-Grethe, Anita Bandrowski, Jeffrey S. Grethe, Maryann E. Martone, "Bio-Science Research Resources Mention and Co-Mention Analysis," INCF Neuroinformatics 2017. doi: 10.12751/incf.ni2017.0021.
  6. Yung-Chun Chang, Chien Chin Chen, and Wen-Lian Hsu, "SPIRIT: A Tree Kernel-based Method for Topic Person Interaction Detection (Extended abstract)", in Proceedings of the 2017 IEEE 33rd International Conference on Data Engineering (ICDE/TKDE posters track), 13-14, 2017.
  7. Zhong-Yong Chen and Chien Chin Chen, "Competition Detection from Online News,"  in Proceedings of the 2016 Pacific Rim Knowledge Acquisition Workshop (PKAW 2016), pp 117-128, 2016.
  8. Yung-Chun Chang, Yu-Chen Su, Chun-Han Chu, Chien Chin Chen, and Wen-Lian Hsu, "Protein-protein Interaction Passage Extraction Using the Interaction Pattern Kernel Approach for the BioCreative 2015 BioC Track," in Proceedings of the Fifth BioCreative Challenge Evaluation Workshop, 10-16, 2015.
  9. Yung-Chun Chang, Zhong-Yong Chen, Chien Chin Chen, and Wen-Lian Hsu, "Constructing Topic Person Interaction Networks Using a Tree Kernel-based Method," the 5th International Conference on Languages, Literature and Linguistics (ICLLL2015), pages 59-66, December 2015.
  10. Yung-Chun Chang, Cen-Chieh Chen, Yu-lun Hsieh, Chien Chin Chen, Wen-Lian Hsu, "Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance," in Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and The 7th International Joint Conference of the Asian Federation of Natural Language Processing (ACL-IJCNLP 2015), 775-780, 2015.
  11. Shun-Yuan Shih, Meng Lee, and Chien Chin Chen, "An Effective Friend Recommendation Method Using Learning to Rank and Social Influence," in Proceedings of the 19th Pacific Asia Conference on Information Systems (PACIS 2015), Paper 242, 2015.
  12. Yen-Chiu Li and Chien Chin Chen, "Effective Healthcare Advertising using Latent Dirichlet Allocation and Inference Engine," in Proceedings of the 37th European Conference on Information Retrieval (ECIR'15), 672-677, 2015
  13. Yu-Chun Sun and Chien Chin Chen, "A Novel Social Event Recommendation Method Based on Social and Collaborative Friendships," In Proceedings of the 5th International Conference on Social Informatics (SocInfo2013), 109-118, 2013.
  14. Yung-Chun Chang, Chien Chin Chen, and Wen-Lian Hsu, "A Composite Kernel Approach for Detecting Interactive Segments in Chinese Topic Documents," In Proceedings of the Ninth Asia Information Retrieval Societies Conference (AIRS 2013), 215-226, 2013.
  15. Zhong-Yong Chen and Chien Chin Chen, "A Topic Person Multi-polarization Method using Friendship Network Analysis," in Proceedings of the 35th European Conference on Information Retrieval (ECIR'13), 688-692, 2013.
  16. Yung-Chun Chang, Pi-Hua Chuang, Chien Chin Chen and Wen-Lian Hsu, "FISER : An Effective Method for Detecting Interactions between Topic Persons," in Proceedings of the 8th Asia Information Retrieval Societies Conference (AIRS 2012), 275-285, 2012.
  17. Chien Chin Chen and Zhong-Yong Chen, "A Model-based EM Method for Topic Person Name Multi-polarization," in Proceedings of the 7th Asia Information Retrieval Societies Conference (AIRS 2011), 410-421, 2011.
  18. Yu-Hao Wan and Chien Chin Chen, "An Effective Cold Start Recommendation Method Using a Web of Trust," in Proceedings of the 15th Pacific Asia Conference on Information Systems (PACIS 2011), paper 205, 2011.
  19. Jeng-Chien Chen and Chien Chin Chen, "Business Cycle Indication Using Query Logs of Search Engines," in Proceedings of the International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 270-275, 2010.
  20. Chien Chin Chen and Chen-Yuan Wu, "Bipolar Person Name Identification of Topic Documents Using Principal Component Analysis," in Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), 170-178, August 23-27 2010.
  21. Ze-Han Fang, Jian-Shuin Tzeng, Chien Chin Chen and Tzu-Chuan Chou, "A Study of Machine Learning Models in Epidemic Surveillance: Using the Query Logs of Search Engines," in Proceedings of  the 14th Pacific Asia Conference on Information Systems (PACIS 2010), 1438-1449, July 9-12 2010.
  22. You-De Tseng and Chien Chin Chen, "Using an Information Quality Framework to Evaluate the Quality of Product Reviews," In Proceedings of the Fifth Asia Information Retrieval Symposium (AIRS), 100-111, October 21-23 2009.
  23. Chien Chin Chen and Meng Chang Chen, "TSCAN: A Novel Method for Topic Summarization and Content Anatomy," in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 579-586, 2008.
  24. Chien Chin Chen and Meng Chang Chen, "Mining the Bipolar Orientation of Web Reviews," Wikimania 2007 (poster), Aug. 3-5, 2007. 
  25. Chien Chin Chen, Meng Chang Chen, and Ming-Syan Chen, "The Temporal Summarization of News Topics Using Eigenvectors of Symmetric Matrices," in Proceedings of the 2007 International Conference on Information and Knowledge Engineering (IKE'07), pp. 171-177, June 25-28, 2007.
  26. Chien Chin Chen, Meng Chang Chen, and Ming-Syan Chen, "LIPED: HMM-based Life Profiles for Adaptive Event Detection," in Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2005), August 21-24, 2005.
  27. Chien Chin Chen, Yao-Tsung Chen, Yeali S. Sun and Meng Chang Chen, "Life Cycle Modeling of News Events Using Aging Theory," in Proceedings of the 14th European Conference on Machine Learning (ECML2003), pp. 47-59, 2003.
  28. Chien Chin Chen, Meng Chang Chen and Yeali S. Sun, "PVA: A Self-Adaptive Personal View Agent System," in Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 257-262, 2001.
  29. Chien Chin Chen, Meng Chang Chen and Yeali S. Sun, "A Web Document Personalization User Model and System," Workshop on Machine Learning, Information Retrieval and User Modeling, User Modeling, 2001.
  30. Jorng-Tzong Horng, Chien Chin Chen, Baw-Jhiune Liu and Cheng-Yan Kao, "Resolution of Quadratic Assignment Problems Using an Evolutionary Algorithm," in Proceedings of the 2000 IEEE Congress on Evolutionary Computation, pp. 902-909, 2000.