Mining user's interest from interactive behaviors in QA system

Proceedings of the 1st International Workshop on Education Technology and Computer Science, ETCS 2009

Volumn 2, Issue , 2009, Pages 1025-1029

  Zhao, Zhongying ^a,b,c   Feng, Shengzhong ^c   Liang, Yongquan ^d   Zeng, Qingtian ^d   Fan, Jianping ^c  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

^d SHANDONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Interactive behaviors; Interest model; Question answering system

Indexed keywords

AI COURSE; COURSE ONTOLOGY; DOMAIN SPECIFIC; INTERACTIVE BEHAVIOR; INTERACTIVE BEHAVIORS; INTEREST MODEL; KEY COMPONENT; QA SYSTEM; QUESTION-ANSWERING SYSTEM; USER INTEREST MODEL; USER MODELS; USER'S INTEREST; USER-ADAPTIVE;

EDUCATION COMPUTING; MINING; ONTOLOGY; PROBLEM SOLVING; STUDENTS;

MATHEMATICAL MODELS;

EID: 67650702912     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ETCS.2009.492     Document Type: Conference Paper

References (26)

1. Brusilovsky, P. Adaptive hypermedia. User modeling and user adapted interaction, Ten Year Anniversary Issue, 2001, 11(1/2), pp.87-110.
2. Chen, C., Lee, H., and Chen, Y. Personalized e-learning system using item response theory. Computer and Education. 2005(44), pp.237-255.
3. th international World Wide Web Conference on Alternate Track, 2004, pp. 170-179.
4. Thyagharajan, K. K. and Ratnamanjari N. Adaptive content creation for personalized e-Learning using web services, Journal of Applied Sciences Research, 2007, 3(9), pp.828-836.
5. th Conference on IASTED international conference Web-Based Education, 2007(2), pp.597-602.
6. Wang, Y., Wang, W., and Huang, C. Enhanced semantic question answering system for e-learning environment. In Proceedings of the 21st international conference on Advanced Information Networking and Applications Workshops. 2007(2), pp. 1023-1028. (Pubitemid 47565340)
7. Kazunari Sugiyama, Kenji Hatano, Masatoshi Yoshikawa. Adaptive web search based on user profile constructed without any effort from users. In Preceedings of the 13th international conference on World Wide Web, 2004, pp.675-684. (Pubitemid 40752802)
8. Feng Qiu, Junghoo Cho. Automatic identification of user interest for personalized search. In Proceedings of the 15th international conference on World Wide Web. 2006, pp.727-736. (Pubitemid 46946664)
9. th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005, pp.649-650.
10. Hyoung R. Kim and Philip K. Chan. Learning implicit user interest hierarchy for context in personalization. In Proceedings of Intelligent User Interfaces. 2003, pp.101-108.
11. D.H. Widyantoro, T.R. Ioerger, and J. Yen. Learning user interest dynamics with a three-descriptor representation. Journal of the American Society of Information Science and Technology, 2001, 52(3), pp.212-225. (Pubitemid 33642929)
12. J. Trajkova and S. Gauch. Improving ontology-based user profiles. In Proceedings of the Recherched' Information Assiste par Ordinateur (RIAO), 2004, pp.380-389.
13. Liu Lu, Wu lihua. User modeling for personalized recommender system. Tsinghua science and technology. 2005(10), pp.772-777.
14. Yin Liu, Wenyin Liu and Changjun Jiang. Uer interest detection on web pages for building personalized information agent. Advances in web-age information management. 2004 (3129), pp. 280-290.
15. Rajiv Badi, Soonil Bae, J. Michael Moore et al. Recognizing user interest and document value from reading and organizing activities in document triage. In Proceedings of the 11th international conference on Intelligent user interfaces. 2006, pp.218-225. (Pubitemid 44074871)
16. Zhiping Zheng. AnswerBus question answering system. In proceedings of the second international conference on Human Language Technology Research. 2002, pp.399-404.
17. Eric Brill, Susan Dumais and Michele Banko. An analysis of the AskMSR question answering system. In Proceedings of the conference on Empirical Methods in Natural Language Processing, 2002, pp.257-264.
18. ChengWei Lee, ChengWei Shih and MinYuh Day.et al. ASQA:Academia Sinica Question Answering System for NTCIR-5 CLQA, 2005, pp.202-208.
19. Lopez, V., Pasin, M. and Motta, E. AquaLog: An Ontology-portable Question Answering System for the semantic web. In proceedings of the international conference on Natural Language for Information System, 2004, pp. 89-102.
20. Xiaozhong Fan, Hongqiao Li and Liangfu Li et al. A study on a Bank-Domain automatic Chinese question answering system BAQS. Transactions of Beijing Institute of Technology. 2004(6), pp.62-66.
21. D. Moldovan, S. Harabagiu, M. Pasca, R. Mihalcea, R. Girju, R. Goodrum, and . Rus. The structure and performance of an open domain question answering system. In Proceedings of ACL 2000, pp.563-570.
22. Dawei Hu, Wei Chen and Qingtian Zeng et al. Using a user-interactive QA system for personalized E-learning. International Journal of Distance Education Technologies, 2008(6), pp.1-22.
23. S. Small, T. Liu, N. Shimizu, T. Strzalkowski. HITIQA: an interactive question answering system a preliminary report. In Proceedings of the ACL workshop on multilingual summarization and question answering. 2003(12), pp. 46-53.
24. rd annual meeting on Association for Computational Linguistics. 2005, pp.205-214.
25. Mark Maybury. New directions in question answering. Advances in open domain question answering. 2006, pp.533-558.
26. Liu Wenyin, Qingtian Zeng, Wei Chen et al. Using a user-interactive QA system to capture student's interest and authority about course content. The 5th international conference on Web-based Learning, 2006, pp.66-80