國立高雄大學 資訊管理學系 助理教授
研究興趣與專長
網頁技術與網頁智慧
資料探勘與網頁探勘
人工智慧與機器學習
人工智慧與遊戲設計
社會網路
電子商務
學歷
英國約克大學 電腦科學博士 (Ph.D in Computer Science, The University of York, United Kingdom)
國立彰化師範大學 資訊管理學系碩士
中國文化大學 企業管理學系學士
經歷
2008.8~ 國立高雄大學資訊管理學系專任助理教授
2008.8~2009.7 國立高雄大學教務處教學資源中心主任
2008.2~2008.7 國立高雄大學資訊管理學系專任講師
2008.9~2008.2 國立高雄大學資訊管理學系兼任講師
2005.3~2005.7 英國約克大學電腦科學系助教
2002.9~2003.6 國立彰化師範大學商業教育學系兼任講師
2002.9~2003.6 國立台中護專兼任講師
2003.2~2003.6 弘光科技大學資訊管理學系兼任講師
2002.9~2003.2 建國科技大學資訊管理學系兼任講師
2002.9~2003.2 嶺東科技大學資訊管理學系兼任講師
其它經歷
期刊客座編輯:Online Information Review, Studies in Computional Intelligence
期刊審查委員:Knowledge and Information Systems, Online Information Review, CyberPsychology and Behavior, Neurocomputing, Information Science, Journal of Information, Information Tech. and Organization, Annals of Information Systems, Journal of Digital Content Technology and its Applications, Recent Patents on Computer Science, International Journal of Management Review and Information Technology
國際研討會主持人與共同主持人:ASONAM 2011, MSN-DS 2010, SNMABA 2009, MSN-DS 2009, WMEE 2008, WMEE 2007, AIMCUS08
國際研討會議程委員:NISS 2009, AIAE 2009, ASONAM 2009,DCCC 2008, NCM 2008, M3C 2008, M3C 2007, ICCIT 2008, KES 2008, IEEE WCCI 2008, CIS 2007, ICCIT 2007, ICHIT 2006, AIADC2007, CIFE2007
2008 高雄縣文化局中英文網站加強計畫審查委員
2007 國立高雄大學資訊管理學系畢業專題競賽評審
曾教授課程
物件導向程式設計 (Java)
網頁程式設計 (PHP+MySQL)
網際網路與多媒體應用
Visual C# 視窗程式設計
Modelling and System Design
計算機概論
數位遊戲設計
電子商務技術應用
資訊科技導論
個人數位助理程式設計
資訊管理
知識管理
資訊應用
網頁設計
系統分析與設計
計算機概論與實習
專書與專書論文
1. I-Hsien Ting, Hui-Ju Wu, Tien-Hwa Ho (2010) "Mining and Analyzing Social Networks, Book series of Studies in Computational Intellligence, Springer-Verlag, Heidelberg, Germany
2. I-Hsien Ting (2009) "Closing the KDD Loop to Improve Website Design" VDM-Verlag Publisher, Germany, ISBN:978-3-639-15248-7
3. 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
4. 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
5. I-Hsien Ting (2008) "Web Mining Applications in E-commerce and E-services" Journal Special Issue of Online Information Review, Vol.32, No.2, ISSN:1468-4527, 2008
6. I-Hsien Ting, Lillian Clark, Chris Kimble, Daniel Kudenko, Peter Wright (2007) "APD-A Tool for Identifying Behavioural Patterns Automatically from Clickstream Data" In B. Apolloni et al. (Eds.): KES 2007/WIRN 2007, Part II, Lecture Notes in Computer Science, Vol 4693, pp. 66-73, Springer Verlag, ISBN:978-3-540-74826-7)
7. 資料探勘, 滄海書局, 2005, 台中台灣, ISBN: 9867777980
期刊論文
1. I-Hsien Ting, Lillian Clark, Chris Kimble "Identifying Web Navigation Behaviour and Patterns Automatically from Clickstream Data" Accept to Appear in International Journal of Web Engineering and Technology (EI)
2. 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)
3. 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)
4. Lillian Clark, I-Hsien Ting, Chris Kimble, Peter Wright, Daniel Kudenko (2006) "Combining Ethnographic and Clickstream Data to Identify Browsing Strategies" Journal of Information Research, Vol.11, No.2, paper 249, ISSN:1368-1313 (SSCI)
5. I-Hsien Ting, Chris Kimble, Daniel Kudenko (2005) "A Pattern Restore Method for Restoring Missing Patterns in Server Side Clickstream Data" Lecture Notes in Computer Science, Vol. 3399, pp. 501-512, Springer-Verlag, ISSN: 0302-9743 (SCIE, EI)
國際研討會論文
1.Hui-Ju Wu and I-Hsien Ting (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
2.Yung-Ping Fang, I-Hsien Ting (2009) "Applying Reinforcement Learning for Game AI in a Tank-Battle Game" In Proceedings of ICICIC 2009, Kaohsiung, Taiwan, December 7-9, 2009
3.I-Hsien Ting, Hui-Ju Wu, Pei-Shan Chang (2009) "Analyzing Multi-Source Social Data for Extracting and Mining Social Networks" In Proceedings of The International Workshop on Social Networks Mining and Analysis for Business Applications (SNMABA2009, In conjunction with IEEE SocialCom2009, Vancouver, Canada, August 28-31, 2009
4.Huo-Tsan Chang, Hui-Ju Wu, I-Hsien Ting (2009) "Mining Organizational Networks for Layoff Prediction Models Construction" In Proceedings of The First International Workshop on Mining Social Networks for Decision Support (In Conjunction with the The 2009 International Conference on Advances in Social Networks Analysis and Mining), Athens, Greece, 20-22 July 2009
5. 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, 30 June-2 July 2008
6. I-Hsien Ting, Chris Kimble, Daniel Kudenko (2007) "Applying Web Usage Mining Techniques to Discover Potential Browsing Problems of Users" In Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, pp.929-930 Niigata, Japan, 18-20 July 2007
7. I-Hsien Ting, Lillian Clark, Chris Kimble, Daniel Kudenko, Peter Wright (2007) "APD-A Tool for Identifying Behavioural Patterns Automatically from Clickstream Data" In Proceesings of KES 2007 11th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems Conference, Vietri sul Mare, Italy, 12-14 September 2007
8. I-Hsien Ting, Chris Kimble, Daniel Kudenko (2005) "UBB Mining: Finding Unexpected Browsing Behaviour in Clickstream Data to Improve a Web Site's Design" In Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2005), France, 19-22 September 2005, pp. 179-185. (ISBN 0-7695-2415-X)
9. I-Hsien Ting, Chris Kimble, Daniel Kudenko (2005) "A Pattern Restore Method for Restoring Missing Patterns in Server Side Clickstream Data" In Proceedings of 7th Asia-Pacific Web Conference, Shanghai, China, 29 March-1 April 2005. (ISBN 3-540-25207-X) (Published by Lecture Notes in Computer Science, Vol. 3399, pp. 501-512, Springer-Verlag, ISSN: 0302-9743)
10. I-Hsien Ting, Chris Kimble, Daniel Kudenko (2004) "Visualizing and Classifying the Pattern of User's Browsing Behaviour for Website Design Recommendation" In Proceedings of the First International Workshop on Knowledge Discovery in Data Stream (ECML/ PKDD 2004), Pisa, Italy, 24 September, 2004, pp.101-102
11. S.S. Liaw, I-Hsien Ting, Y. C. Tsai (2003) "Developing a conceptual model for designing a Web assisted information retrieval system" In Proceedings of the 2003 International Conference on Computer-Assisted Instruction (ICCAI2003), 24-26 April 2003, Taipei, Taiwan
國內研討會論文
1. 吳蕙如, 丁一賢 (2009) "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, 11-12 December 2009, Taipei, Taiwan
2. 吳峻興, 鄭筱樺, 陳莞鈞, 林子鈞, 張婉琪, 丁一賢 (2009) "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, 8-9 October 2009, Tainan, Taiwan
3. 李亭林, 丁一賢, 吳蕙如 (2009) "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, 2 October 2009, Taichung, Taiwan
4. 吳蕙如, 丁一賢 (2009) "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, 23 May 2009, Taipei, Taiwan
5. 游耿能，蕭如淵，丁一賢，「以探勘使用者瀏覽興趣為基礎的個人化網路廣告之研究」，2002台灣區區域網路研討會TANET2002，台灣，清華大學，pp.648-653(2002/10/30~11/1)
6. 丁一賢，游耿能，蕭如淵，「在非結構化文件中利用探勘方法以建構索引式知識地圖之探討」，2002第六屆科際整合管理國際研討會，台灣，東吳大學，pp.302-310 (2002/6/1)
7 丁一賢，游耿能，蕭如淵，「運用延伸標記語言以強化企業知識管理之探討」，知識經濟、科技創新與組織管理學術研討會，台灣，銘傳大學，pp.302-310 (2001/6/2)
8. 莊政儒，丁一賢，「類神經模糊專家系統透過應用服務提供者於認購權證之研究」，第十二屆國際資訊管理學術研討會，台灣，台灣大學，page(s)：A-75 (2001/5/18-19)
9. 林素穗，游耿能，蕭如淵，丁一賢，「加強非同步式網頁教學環境教學評量功能之探討」，第二屆管理學域學術研討會，台灣，朝陽大學，pp.426-435(2001/5/8)
10. 丁一賢，游耿能，蕭如淵，林素穗，「網頁探勘的應用：以客製化網路廣告為例」，第二屆電子化企業經營管理理論暨實務研討會，台灣，大葉大學，pp.426-435(2001/4/28)
研究計畫
1.煙幕作業模擬系統之研究, 計畫主持人(國科會專題研究計畫, NSC 99-2623-E-390-001-D, NT.1,397,000, 2010/01~2010/12)
2. Play One! Taiwan玩台灣－社群網路、在地生活與線上遊戲結合之專題研究, 計畫指導 (國科會大專生參與專題研究計畫, NT.47000, 2009/7~2010/02)
3. 南部傳統產業創新網路之建置與分析, 共同主持人, 金屬中心委託研究計畫, NT.500000, 2009/6~2009/12
4. 建構以動態與任務導向式社會網絡為基礎的決策支援系統之研究, 計畫主持人,國科會專題研究計畫, NSC 97-2410-H-390-022, NT.887615, 2008/12~2009/10
其它
名列 2008 21世紀2000位卓越智者名人錄
名列 2008, 2009 世界名人錄
2002.6 國立彰化師範大學資訊管理學系碩士班畢業成績第一名
2001.8 榮獲國立彰化師範大學研究生優異研究獎學金
IEEE 學會會員
IEEE Communication Society 學會會員
ACM 學會會員
ACM SIGKDD會員
ACM SIGWEB會員
WIC 學會會員