Investigating the performance of automatic new topic identification across multiple datasets 1

Proceedings of the ASIST Annual Meeting

Volumn 43, Issue , 2006, Pages

  Ozmutlu, H Cenk ^a   Cavdur, Fatih ^a   Spink, Amanda ^b   Ozmutlu, Seda ^a  

^a ULUDAG UNIVERSITY   (Turkey)

^b UNIVERSITY OF PITTSBURGH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33847673526     PISSN: 15508390     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (25)

1. Beeferman, D. & Berger, A. (2000)Agglomerative clustering of a search engine query logProceedings of the sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Boston, MA 407-416
2. Beitzel, S.M., Jensen, E.C., Chowdhury, A., Grossman, D. & Frieder, O. (2004)Efficiency and Scaling: Hourly Analysis of a Very Large Topically Categorized Web Query LogProc. of the 27th Inter. Conf. on Research and Development in Information Retrieval, Sheffield, UK 321-328
3. Cooley, R., Mobasher, B., & Srivastava, J. (1999)Data preparation for mining world wide web browsing patternsKnowledge and Information Systems 1, 5-32
4. He, D., Goker, A. & Harper, D. J. (2002)Combining evidence for automatic Web session identificationInformation Processing and Managements 8 (5), 727-742
5. Jansen, B.J., Spink, A. & Saracevic, T. (2000)Real life, real users, and real needs: a study and analysis of user queries on the webInformation Processing and Management36, 207-227
6. Muresan, G. & Harper, D.J. (2004)Topic Modeling for Mediated Access to Very Large Document CollectionsJournal of the American Society for Information Science and Technology55(10), pp. 892-910
7. Ozmultu, H.C. & Spink, A., (2002)Characteristics of question format web queries: an exploratory study Information Processing & Managements 8, 453-471
8. Ozmutlu, S. (2006)Automatic new topic identification using multiple linear regressionInformation Processing and Management42, 934-950
9. Ozmutlu, H.C. & Cavdur, F. (2005a)Application of automatic topic identification on excite web search engine data logsInformation Processing and Management41(5), 1243-1262
10. Ozmutlu, H.C. & Cavdur, F. (2005b)Neural network applications for automatic new topic identificationOnline Information Review29, 35-53
11. Ozmutlu, H.C., Cavdur, F., Ozmutlu, S. & Spink, A. (2004a)Neural Network Applications for Automatic New Topic Identification on Excite Web search engine datalogsProceedings of ASIST 2004, Providence, RI310-316
12. Ozmutlu, S., Ozmutlu, H. C. & Spink, (2002b)Multimedia Web searchingASIST 2002: Proceedings of the 65th American Society of Information Science and Technology Annual Meeting, Philadephia403-408
13. Ozmutlu, S., Ozmutlu, H.C. & Spink, A. (2003a)Multitasking Web searching and implications for designProceedings of ASIST 2003, Long Beach, CA416-421
14. Ozmutlu, S., Ozmutlu, H. C., & Spink, A., (2003b)Are people asking questions of general web search enginesOnline Information Review 27, 396-406
15. Ozmutlu, S., Spink, A., & Ozmutlu, H. C. (2003c)Trends in multimedia web searching: 1997-2001 Information Processing and Management 39, 611-621
16. Ozmutlu, S., Ozmutlu, H.C. & Spink, A. (2004b)A day in the life of Web searching: an exploratory study Information Processing and Management40, 319-345
17. Ozmutlu, S., Spink, A. & Ozmutlu, H.C. (2002a)Analysis of large data logs: an application of Poisson sampling on excite web queriesInformation Processing and Management38, 473-490
18. Pu, H.T., Chuang, S-L. & Yang, C. (2002)Subject Categorization of Query Terms for Exploring Web Users' Search InterestsJournal of the American Society for Information Science and Technology53(8), 617-630
19. Shafer, G. (1976)A mathematical theory of evidencePrinceton University Press, Princeton, NJ, 1976
20. Silverstein, C., Henzinger, M., Marais, H. & Moricz, M. (1999)Analysis of a very large Web search engine query logACM SIGIR Forum33(1), 6-12
21. Spink, A., Jansen, B.J. & Ozmultu, H.C. (2000)Use of query reformulation and relevance feedback by Excite users Internet Research: Electronic Networking Applications and Policy 10, 317-328.
22. Spink, A., Jansen, B.J., Wolfram, D. & Saracevic, T. (2002a)From e-sex to e-commerce: Web search changesIEEE Computers5(3), pp. 133-135
23. Spink, A., Ozmutlu, H.C. & Ozmutlu, S. (2002b)Multitasking information seeking and searching processesJournal of the American Society for Information Science and Technology53(8), 639-652
24. Spink, A., Wolfram, D., Jansen, B.J. & Saracevic, T., (2001)Searching the Web: The public and their queriesJournal of the American Society for Information Science and Technology53(2), 226-234
25. Wen, J.R., Nie, J.Y. & Zhang, H.J. (2002)Query Clustering Using User LogsACM Transactions on Information Systems20(1), 59-81