Publications

Books & Book Chapters

  1. Leon Wang, Shiro Uesugi, I-Hsien Ting, Koji Okuhara, Kai Wang (Eds.) “Multidisciplinary Social Networks Research”, Communications in Computer and Information Science, No. 540, Springer-Verlag, ISBN:978-3-662-48318-3

  2. Lorna Uden, Marjan Hericko, I-Hsien Ting (Eds.) "Knowledge Mangement in Organizations", Lecture Notes in Business Information Processing, Vol. 224, Springer, 2015, ISBN: 978-3-319-21008-7
  3. Lorna Uden, Fuenzaliza Oshee, I-Hsien Ting and Dairo Liberona (Eds.) "Knowledge Mangement in Organizations", Lecture Notes in Business Information Processing, Vol. 185, Springer, 2014, ISBN: 978-3-319-08617-0
  4. Lorna Uden, Leon S.L. Wang, Juan Manuel Corchado Rodríguez, Hsin-Chang Yang, I-Hsien Ting (Eds.) "The 8th International Conference on Knowledge Management in Organizations: Social and Big Data Computing for Knowledge Management", Springer Proceedings in Complexity, ISBN: 978-94-007-7286-1
  5. Lorna Uden, Yu-Hui Tao, Hsin-Chang Yang, I-Hsien Ting (Eds), "The 2nd International Workshop on Learning Technology for Education in Cloud", Springer Proceedings in Complexity, ISBN: 978-94-007-7307-3
  6. Lorna Uden, Leon S.L. Wang, Tzung-Pei Hong, Hsin-Chang Yang, I-Hsien Ting (Eds.) "The 3rd International Workshop on Intelligent Data Analysis and Management", Springer Proceedings in Complexity, ISBN: 978-94-007-7292-2
  7. I-Hsien Ting, Tzung-Pei Hong and Leon S.L. Wang (2011) "Social Network Mining, Analysis and Research Trends: Techniques and Applications", IGI Global, 2011, ISBN: 978-1613505137
  8. I-Hsien Ting, Hui-Ju Wu, Tien-Hwa Ho (2010) "Mining and Analyzing Social Networks" Book Series of Studies in Computational Intelligence, Springer-Verlag, Heidelberg Germany, 2010, ISBN:978-3-642-13421-0
  9. I-Hsien Ting (2009) "Closing the KDD Loop to Improve Website Design" VDM-Verlag Publisher, Germany, ISBN:978-3-639-15248-7, Amazon webpage
  10. I-Hsien Ting, Hui-Ju Wu (2009) "Web Mining Applications in E-commerce and E-services" Book Series of Studies in Computational Intelligence, Vol.172, Springer-Verlag, Heidelberg Germany, January 2009, ISBN: 978-3-540-88080-6
  11. I-Hsien Ting, Hui-Ju Wu (2009) "Web Mining Techniques for On-line Social Networks Analysis: An Overview" Accepted to appear in Web Mining Applications in E-commerce and E-services (Book series of Studies in Computational Intellligence), Springer-Verlag, Heidelberg, Germany (DBLP)
     

Journal Papers

  1. Chen-Shu Wang, Shiang-Lin Lin, Hui-Chu Chiu, Chun-Jung Juan, Xin-Yu He and I-Hsien Ting, Is a Medical Examination Necessary? Analysis of Medical Examination Transactions Through Association Mining Using Multiple Minimum Supports, Journal of Medical Imaging and Health Informatics (SCI)

  2. Shyue-Liang Wang, Min-Jye Hsiu, Yu-Chuan Tsai, I-Hsien Ting, Tzung-Pei Hong (2017) "Analysis of Privacy and Utility Tradeoffs in Anonymized Mobile Context Streams", Intelligent Data Analysis (SCI), 21, S21-S39

  3. Resul Das, Moloud Abdar, Mariam Zomorodi-Moghadam, I-Hsien Ting (2017) "Performance Analysis of Classification Algorithms on early detection of Liver disease", Expert Systems with Applications (SCI), 67, pp. 239-251

  4. I-Hsien Ting (2016) "Detection of the Spiral of Silence Effect on Social Media", Journal of Universal Computer Science (SCI), Vol.22, Issue 3, pp.438-452
  5. Ling Sun, Yun Liu, Michasel R. Bartolacci, I-Hsien Ting (2016) "A multi information dissemination model considering the interference of derivative information", Physica A: Statistical Mechanics And Its Applications, Volumne 451C, Pages 541-548 (SCI, IF=1.732)
  6. Shyue-Liang Wang, Jia-Wei Chen, I-Hsien Ting, Tzung-Pei Hoing (2016) "(K, P)-Shortest Path Algorithm in The Cloud Maintaining Neighborhood Privacy", Journal of Web Engineering, Vol. 15, No. 1&2, pp.029-044, March 2016 (SCI)
  7. I-Hsien Ting, Shyue-Liang Wang, Po-Jen Chen (2014) "Key Users and Box Office Analysis in an Interest Based Virtual Community", Computing and Informatics (SCI), Vol. 33, No.3, 2014, pp. 1001-1021 (SCI)
  8. Chia-Song Yen, I-Hsien Ting, Tien-Hui Yeh, Chia-Sui Sun (2014) "The Next Step in Education After Disaster-The Possibilitu to Realize New Residents' Distance Learning: Case From a Radio Station", International Journal of  Civil and Environmental Engineering, pp.28-33
  9. Shyue-Liang Wang, Zheng-Ze Tsai, I-Hsien Ting, Tzung-Pei Hong (2014) "K-anonymous Path Privacy on Social Graphs", Journal of Intelligent and Fuzzy Systems, Vol. 26, pp. 1191-1199 (SCI)
  10. Shyue-Liang Wang, Chung-Yi Chen, I-Hsien Ting, Tzung-Pei Hong (2013) "Anonymous Query on Non-Uniform Data for Location Provacy", International Journal of Data Warehousing and Mining (SCI), Vol. 9, No. 4, pp.44-61
  11. Kai-Yu Wang, I-Hsien Ting, Hui-Ju Wu (2013) "Discovering Groups for Effective Marketing in Virtual Communities-An Integrated Approach" Journal of Business Research(SSCI), Vol. 66, Issue 9, pp. 1360-1366, September 2013
  12. Shyue-Liang Wang, Yu-Chuan Tsai, Hung-Yu Kao, I-Hsien Ting, Tzung-Pei Hong (2013) "Shorttest Paths Anonymization on Weighted Graphs", International Journal of Software Engineering and Knowledge Engineering (SCI), Vol.23, No.1, pp. 65-79, February 2013
  13. Chih-Yang Chao, Chia-Sung Yen, Shih-Chun Yang, I-Hsien Ting (2012) "The Relationship of Social Network and the Organizational Justice Strategies in Campus Media News Gathering" International Journal of Digital Content and its Application, Vol. 6, No. 17, pp. 612-619 (EI)
  14. I-Hsien Ting (2012) ”Applying Cloud Computing Techniques for Efficient Analysis in Social Networks Data”, JCIT: Journal of Convergence Information Technology, Vol. 7, No. 14, pp. 157 ~ 167, 2012 (EI)
  15. I-Hsien Ting, Pei-Shang Chang, Shyue-Liang Wang (2012) ”Understanding the Features of Users in Microblogs for Social Recommendation Based on Social Networks Analysis” Journal of Universal Computer Science (SCI), Vol. 18, No. 4, pp. 554-576
  16. I-Hsien Ting, Yu-Cheng Lin (2011) "What is Missing? Using Data Mining Techniques with Business Cycle Phases for Predicting Company Financial Crises" Asia Pacific Management Review, 16(4), pp.535-549. (TSSCI)
  17. Yung-Ping Fang, I-Hsien Ting (2010) "Applying Reinforcement Learning for the AI in a Tank-Battle Game" Journal of Software, Vol. 5, No. 12, pp. 1327-1333(EI)
  18. I-Hsien Ting, Lillian Clark, Chris Kimble (2009) "Identifying Web Navigation Behaviour and Patterns Automatically from Clickstream Data" International Journal of Web Engineering and Technology, Vol. 5, No. 4, pp.398-426 (EI)
  19. I-Hsien Ting, Chris Kimble, Daniel Kudenko (2009) "Finding Unexpected Browsing Behavior in Clickstream Data for Website Design Improvement" Journal of Web Engineering, Vol. 8, No.1 (2009) pp. 071-092 (SCI)
  20. I-Hsien Ting (2008) "Web Mining Applications in E-commerce and E-services" Online Information Review, Vol. 32, No.2, pp. 129-132, ISSN:1468-4527 (SSCI, EI)

International Conference Papers   

  1. I-Hsien Ting, Bo-Yu Chen and Hsiu-Feng Liu (2017) "Social Search Technique with the Consideration of User Location", In Proceedings of MISNC 2017, Bangkok, Thailand, July 17-19, 2017

  2. Jen-Hao Chen, Ting-Lin Lee and I-Hsien Ting (2017) "A Study of Headhunters’ Recruiting on Social Network Sites - Take LinkedIn as an Example", In Proceedings of MISNC 2017, Bangkok, Thailand, July 17-19, 2017

  3. I-Hsien Ting and Hao-Ting Kao (2017) "Spatial Analysis of Social Volume of Crime Issues Based on Social Media Data", In Proceedings of MISNC 2017, Bangkok, Thailand, July 17-19, 2017

  4. I-Hsien Ting, Zhenjiang Zhang, Shyue-Liang Wang (2016) "A Study of the Effect of Spiral of Silence between Different Social Networking Platforms", In Proceedings of MISNC 2016, New Jersey, USA, August 15-17, 2016

  5. Yu-Chuan Tsai, Shyue-Liang Wang, Cheng-Yu Song and I-Hsien Ting (2016) "Privacy and Utility Effects of K-anonymity on Association Rule Hiding", In proceedings of ASE DataScience 2016, New Jersey, USA, August 15-17, 2016 

  6. I-Hsien Ting and Pei-Lun Yu (2016) "Measuring the Effect of Social Network Data on Music Recommendation", In proceeding of KMO 2016, Hagen, Germany, July 25-28, 2016

  7. Ting-Lin Lee, I-Hsien Ting, Huan-Yi Chu (2016) "Information Diffusion of Marketing Strategies on the Social Network Sites-The Case of Facebook Fan Page", In proceedings of BAI 2016 (International Conference on Business and Information), July 3-5, 2016, Nagoya, Japan

  8. Shyue-Liang Wang, Min-Jye Hsiu, I-Hsien Ting, Tzung-Pei Hong (2015) “Toward Analyzing Privacy and Utility of Mobile User Data” In proceedings of ASE BigData & SocialInformatics 2015, Kaohsiung, Taiwan, October 7-9, 2015, Article No. 21, DOI: 10.1145/2818869.2818909

  9. I-Hsien Ting (2015) “A Study of the Detection of Spiral of Silence on Social Media” In proceedings of MISNC 2015 (The 2nd Multidisciplinary International Social Networks Conference), Matsuyama, Japan, September 1-3, 2015

  10. Pei-Lun Yu and I-Hsien Ting (2015) “Using Social Network Data with Emotional Tags for Music Recommender System” In proceedings of MISNC 2015 (The 2nd Multidisciplinary International Social Networks Conference), Matsuyama, Japan, September 1-3, 2015

  11. I-Hsien Ting, Wei-Jie Wu, Hao-Ting Kao (2015) "An Implementation of Online Learning and Course Management System based on Facebook" In the 2015 International Conference on Learning Technology for Education in Cloud (LTEC), August 24-28, 2015, Maribor, Slovenia (In Springer CCIS No. 533, PP. 208-218, DOI: 10.1007/978-3-319-22629-3)

  12. I-Hsien Ting (2015) "Moving Towards The Effect of Spiral of Silence Detection Based on Social Network Analysis and Opinion Mining Techniques", In proceedings of CIST'15: International Conference on Computer and Information Science and Technology, May 11-12, 2015, Ottawa, Canada (Best Paper Award)
  13. Hao-Ren Yao, I-Hsien Ting (2014) "Topic Participation Algorithm for Social Search Engine Based on Facebook Dataset", In proceedings of MISNC 2014 (The 1st Multidisciplinary International Social Networks Conference), Kaohsiung, Taiwan, September 13-14, 2014
  14. Liang-Cheng Huang and I-Hsien Ting (2014) "The Key Factors of Knwoledgfe Sharing in Online Community", In proceedings of KMO 2014, Santiago, Chile, September 2-5, 2014
  15. Shyue-Liang Wang, Jia-Wei Chen, I-Hsien Ting, Tzung-Pei Hoing (2013) "Sensitive and Neighborhood Privacy on Shortest Paths in the Cloud" In Proceedings of iiWAS 2013 (The 15th International Conference on Information Integration and Web-based Applications &Services), Vienna, Austria, December 2-4, 2013.
  16. I-Hsien Ting, Hsing-Maio Chi, Jyun-Sing Wu and Shyue-Liang Wang (2013) "An Approach for Hate Groups Dectection in Facebook" In Proceedings of The Third International Workshop on Intelligent Data Analysis and Mining (In conjunction with KMO 2013), Kaohsiung, Taiwan, 9-13 September 2013, pp. 101-106, Springer Proceedings in Complexity. 
  17. Shyue-Liang Wang, Ching-Chuan Shih, I-Hsien Ting and Tzung-Pei Hong (2013) "Edge Selection for Degree Anonymization on K Shortest Paths" In Proceedings of The Third International Workshop on Intelligent Data Analysis and Mining (In conjunction with KMO 2013), Kaohsiung, Taiwan, 9-13 September 2013, pp. 56-64, Springer Proceedings in Complexity. 
  18. Shyue-Liang Wang, Jia-Wei Chen, I-Hsien Ting and Tzung-Pei Hong (2013) "K-Neighborhood Shortest Path Provacy in the Cloud" In Proceedings of The Third International Workshop on Intelligent Data Analysis and Mining (In conjunction with KMO 2013), Kaohsiung, Taiwan, 9-13 September 2013, pp. 65-75, Springer Proceedings in Complexity. 
  19. Yin-Ling Tang, I-Hsien Ting and Shyue-Liang Wang (2013) "Website Navigation Recommendation Based on Reinforcement Learning" In Proceedings of The Third International Workshop on Intelligent Data Analysis and Mining (In conjunction with KMO 2013), Kaohsiung, Taiwan, 9-13 September 2013, pp. 87-99, Springer Proceedings in Complexity. 
  20. I-Hsien Ting, Shyue-Liang Wang, Hsing-Miao Chi and Jyun-Sing Wu (2013) "Content Matters: A Study of Hate Groups Detection Based on Social Networks Analysis and Web Minig" In proceedings of MSNDS 2013 (The 5th International Workshop on Mining and Analyzing Social Networks for Decision Support), In conjunction with 2013 IEEE/ACM ASONAM, Niagara Falls, Canada, 25-28 August, 2013
  21. Shyue-Liang Wang, Chun-Yin Chen, I-Hsien Ting, and Tzung-Pei Hong (2012) "Anonymous Spatial Query on Non-uniform Data" In Proceedings of 2012 the 14th Internationa Conference on Information Integration and Web-based Applications & Services (iiWAS), 3-5 December, 2012, Bali, Indonesia, pp. 126-131
  22. Shyue-Liang Wang, Chun-Yin Chen, I-Hsien Ting, and Tzung-Pei Hong (2012) "Multi-layer Partition for Query Location Anonymization" In Proceedings of 2012 IEEE International Conference on Systems, Man and Cybernetics, 14-17 October 2012, Seoul, Korea, PP. 378-383
  23. Hsiao-Hsuan Lu, I-Hsien Ting and Shyue-Liang Wang (2012) " A Novel Search Engine Based on Social Relationships in Online Social Networking Website", In Proceedings of ASONAM 2012, August 26-29, 2012, Istanbul, Turkey
  24. Ting-Lin Lee, I-Hsien Ting, Mei-Men Liou (2012) "A study on product diffusion of social network sites - takes HTC as an example", In Proceedings of The 2012 International Conference on Internet Studies, Aug 17-19, Bangkok, Thailand
  25. Bo-Jen Chen and I-Hsien Ting (2012) ”Applying Social Networks Analysis Methods to Discover Key Users in an Interest-Oriented Virtual Community”, In Proceedings of KMO 2012, July 11-13, 2012, Salamanca, Spain, pp. 333-344
  26. I-Hsien Ting, Chia-Sung Yen(2012) "Opinion Groups Identification in Blogosphere Based on the Techniques of Web Mining and Social Networks Analysis" In Proceedings of the 2012 4th International Conference on Machine Learning and Computing, March 10-12, 2012, Hong-Kong, pp 76-80
  27. Shyue-Liang Wang, Zheng-Ze Tsai, Tzung-Pei Hong, I-Hsien Ting(2011) "Anonymizing Multiple K-anonymous Shortest Paths for Social Graphs" In proceedings of the 2nd International Conference on Innovations in Bio-inspired Computing and Applications, December 25-27, 2011, Shenzhen, China
  28. I-Hsien Ting, Chia-Hung Lin and Chen-Shu Wang (2011) "Constructing A Cloud Computing Based Social Networks Data Warehousing and Analyzing System" In Proceedings of ASONAM 2011, July 25-27, 2011, Kaohsiung,Taiwan, pp. 735-740
  29. Chen-Shu Wang and I-Hsien Ting (2011) "Academic Conference Network in Taiwan via Social Networks Analysis" In Proceedings of ASONAM 2011, July 25-27, 2011, Kaohsiung,Taiwan, pp. 685-689
  30. Pei-Shan Jang, I-Hsien Ting and Shyue-Liang Wang (2011) "Towards Social Recommendation System Based on The Data from Microblogs" In Proceedings of ASONAM 2011, July 25-27, 2011, Kaohsiung,Taiwan, pp. 672-677
  31. Kai-Yu Wang, Narongsak Thongpapanl, Hui-Ju Wu, I-Hsien Ting (2011) "Identifying Structural Heterogeneities Between Online Social Networks For Effective Word-of-Mouth Marketing" In Proceedings of ASONAM 2011, July 25-27, 2011, Kaohsiung,Taiwan, pp. 418-422
  32. Shyue-Liang Wang, Zheng-Ze Tsai, Tzung-Pei Hong and I-Hsien Ting (2011) "Anonymizing Shortest Paths on Social Network Graphs" In Proceedings of the 3rd Asian Conference on Intelligent Information and Database Systems, ACIIDS 2011, Daegu, Korea, April 20-22, 2011 (Best Paper Award)
  33. Kai-Yu Wang, I-Hsien Ting and Hui-Ju Wu (2010) "Discovering Interest Groups for Effective Marketing in Virtual Communities – An Integrated Approach" In Proceedings of the 2010 Global Marketing Conference, Tokyo, Japan, September 9-12, 2010
  34. Kai-Yu Wang, I-Hsien Ting, Hui-Ju Wu and Pei-Shan Chang (2010) "A Dynamic and Task-Oriented Social Network Extraction System Based on Analyzing Personal Social Data" In Proceedings of ASONAM 2010 International Conference (MSNDS2010 Workshop session), Odense, Denmark, August 9-11, 2010, pp. 464-469
  35. Hui-Ju Wu and I-Hsien Ting, Kai-Yu Wang (2009) "Combining Social Network Analysis and Web Mining Techniques to Discover Interest Groups in the Blogspace" In Proceedings of ICICIC 2009 Conference, Kaohsiung, Taiwan, December 7-9, 2009
  36. Yung-Ping Fang, I-Hsien Ting (2009) "Applying Reinforcement Learning for Game AI in a Tank-Battle Game" In Proceedings of ICICIC2009 Conference, Kaohsiung, Taiwan, December 7-9, 2009
  37. I-Hsien Ting, Hui-Ju Wu, Pei-Shan Chang (2009) "Analyzing Multi-Source Social Data for Extracting and Mining Social Networks" In Proceedings of IEEE SocialCom 2009 (in The International Workshop on Social Networks Mining and Analysis for Business Applications; SNMABA2009), pp. 815-820, Vancouver, Canada, August 28-31, 2009
  38. Huo-Tsan Chang, Hui-Ju Wu, I-Hsien Ting (2009) "Mining Organizational Networks for Layoff Prediction Models Construction" In Proceedings of The 2009 International Conference on Advances in Social Networks Analysis and Mining; ASONAM (in The International Conference on Minging Social Networks for Decision Support), pp. 411-416, Athens, Greece, July 20-22, 2009
  39. I-Hsien Ting (2008) "Web Mining Techniques for On-line Social Networks Analysis" In Proceedings of the 5th International Conference on Service Systems and Service Management (ICSSSM'08). pp. 696-700, June 30-July 2, 2008

Domestic Conference Papers

  1. 黃奕甯、丁一賢 (2016) "探討人肉搜索時資訊傳遞之關鍵資訊間相互影響的關係", 2016跨校聯合學術研討會-經營管理暨資訊科技研討會, 2016/6/17 高雄師範大學, Kaohsiung, Taiwan
  2. 余沛倫、丁一賢 (2015) "整合社群網站資訊與情緒標籤於音樂推薦系統之研究", ICIM2015, 第26屆國際資訊管理學術研討會, 2015/5/23, 大同大學, Taipei. Taiwan
  3. 陳柏宇、丁一賢 (2014) "考量使用者地點因素之社會搜尋技術" TANET 2014, 台灣網際網路研討會, 2014/10/22-24, Kaohsiung, Taiwan
  4. 蘇豐凱、丁一賢 (2014) "運用分類技術於線上遊戲勝負因素之分析" TANET 2014, 台灣網際網路研討會, 2014/10/22-24, Kaohsiung, Taiwan
  5. 黃昱儒、丁一賢, 郭英峰 (2014) "應用評論摘要技術於線上訂房網站之研究" MISNC 2014, 第一屆跨學科國際社會網絡研討會, 2014/9/13-14, Kaohsiung, Taiwan
  6. 唐銀伶、丁一賢 (2013) "基於增強式學習技術的適性化瀏覽推薦", AIT 2013 第七屆資訊科技國際研討會, 26-27 April, Taichung, Taiwan, Paper 122
  7. 王學亮、陳仲膺、丁一賢、洪宗貝,「非均勻分布地圖之查詢地點隱匿之研究」,ICIM 2012 第二十三屆國際資訊管理研討會論文集,高雄,台灣,05/19/2012.
  8. 呂筱萱、丁一賢、王學亮,「社會搜尋:應用社會網絡分析方法於網頁搜尋技術之研究」,ICIM 2012 第二十三屆國際資訊管理研討會論文集,高雄,台灣,05/19/2012.
  9. 丁一賢、林讌竹、陳柏宇、施喬心、袁倫慶、劉學文、葉人豪,「探討加強同好因素對於社群凝聚力之影響-以寵物社群為例」,ICIM 2012 第二十三屆國際資訊管理研討會論文集,高雄,台灣,05/19/2012.
  10. 丁一賢、吳蕙如、林家弘、黃雨謙、陳映辰,「煙幕作業模擬系統之研究」,100年度國防科技學術合作成果發表會論文集,桃園,台灣,11/17/2011.
  11. 蕭漢威、丁一賢、侯翔齡、龔恩緯,「殭屍網路控制與命令伺服主機主控權轉移現象之研究」,TANET 2011 (台灣網際網路研討會)論文集,宜蘭,台灣,10/ 24-26/2011.
  12. 吳峻興、丁一賢,「運用社會網絡分析法與網路探勘技術以發掘部落格之仇恨團體」,NCWIA 2011 (第一屆網路智能與應用研討會)論文集,高雄,台灣,04/29/2011.
  13. 丁一賢、姚思妤、顏瀅如、林以淩、何雅婷、陳韋婷,「電子商務網站結合Web2.0與網頁智能概念後行銷成效之研究」,NCWIA 2011 (第一屆網路智能與應用研討會)論文集,高雄,台灣,04/29/2011.
  14. 蘇柏戎、曾子桐、蘇聖文、張高健、吳峻誠、徐英智、丁一賢,「建置融合社群網路與在地生活的線上遊戲系統之研究」,TANET (台灣網際網路研討會)論文集,台南,台灣,10/27-29/2010.
  15. 林裕晟、丁一賢,「考慮景氣循環趨勢應用資料探勘於企業財務危機之預測」, ICIM2010 第二十一屆國際資訊管理研討會論文集,台南,台灣,05/22/2010.
  16. 吳蕙如、丁一賢,「應用社會網絡分析於知識管理社群評估機制」,2009年中華民國科技管理學會年會暨論文研討會論文集,台北,台灣,12/11-12/2009.
  17. 吳峻興、鄭筱樺、陳莞鈞、林子鈞、張婉琪、丁一賢,「運用圖像化RSS與線上寵物以增強部落格人機互動功能之研究」,2009年第二屆數位設計創意創作暨國際學術研討會論文集,台南,台灣,10/8-9/2009.
  18. 李亭林、丁一賢、吳蕙如,「南部產業聚落分析與創新網絡模式之建立」,2009亞洲的產業競爭力與企業經營管理國際學術研討會論文集,台中,台灣,10/02/2009.
  19. 吳蕙如、丁一賢,「建構以發掘社群網站興趣群組為基礎的商品推薦系統之研究」,KC2009知識社群研討會論文集, 台北,台灣,05/23/2009.

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