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Volumn 179, Issue 12, 2009, Pages 1822-1843

A survey on session detection methods in query logs and a proposal for future evaluation

Author keywords

Query log; Search engine; Session detection; Topical session; Web searching

Indexed keywords

INFORMATION RETRIEVAL; INTERNET; SURVEYS; WEB SERVICES;

EID: 63149152074     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2009.01.026     Document Type: Article
Times cited : (74)

References (85)
  • 1
    • 63149197876 scopus 로고    scopus 로고
    • E. Adar, User 4XXXXX9: Anonymizing Query Logs, Query Log Analysis: Social and Technological Challenges, Workshop in WWW, 7, 2007. , 2008 (accessed 24.11.08).
    • E. Adar, User 4XXXXX9: Anonymizing Query Logs, Query Log Analysis: Social and Technological Challenges, Workshop in WWW, vol. 7, 2007. , 2008 (accessed 24.11.08).
  • 3
    • 63149119300 scopus 로고    scopus 로고
    • The ethics of using AOL search data, Ars Technica, 2006
    • accessed 16.07.08
    • N. Anderson, The ethics of using AOL search data, Ars Technica, 2006. , 2008 (accessed 16.07.08).
    • (2008)
    • Anderson, N.1
  • 4
    • 24644466401 scopus 로고    scopus 로고
    • Web usage mining in search engines
    • Scime A. (Ed), Idea Group
    • Baeza-Yates R. Web usage mining in search engines. In: Scime A. (Ed). Web Mining: Applications and Techniques (2005), Idea Group 307-321
    • (2005) Web Mining: Applications and Techniques , pp. 307-321
    • Baeza-Yates, R.1
  • 5
    • 63149119876 scopus 로고    scopus 로고
    • M. Barbaro, T. Zeller, A Face Is Exposed for AOL Searcher No. 4417749, New York Times, 9, 2006. , 2008 (accessed 24.11.08).
    • M. Barbaro, T. Zeller, A Face Is Exposed for AOL Searcher No. 4417749, New York Times, vol. 9, 2006. , 2008 (accessed 24.11.08).
  • 8
    • 33845961551 scopus 로고    scopus 로고
    • Automatic task detection in the Web logs and analysis of multitasking
    • Buzikashvili N. Automatic task detection in the Web logs and analysis of multitasking. Lecture Notes in Computer Science 4312 (2006) 131-140
    • (2006) Lecture Notes in Computer Science , vol.4312 , pp. 131-140
    • Buzikashvili, N.1
  • 10
    • 63149145630 scopus 로고    scopus 로고
    • N. Buzikashvili, B.J. Jansen, Limits of the Web log analysis artifacts, in: Workshop on Logging Traces of Web Activity, WWW 2006. , 2008 (accessed 24.11.08).
    • N. Buzikashvili, B.J. Jansen, Limits of the Web log analysis artifacts, in: Workshop on Logging Traces of Web Activity, WWW 2006. , 2008 (accessed 24.11.08).
  • 14
    • 0037375147 scopus 로고    scopus 로고
    • Enriching Web taxonomies through subject categorization of query terms from search engine logs
    • Chuang S.L., and Chien L.F. Enriching Web taxonomies through subject categorization of query terms from search engine logs. Decision Support Systems 35 (2003) 113-127
    • (2003) Decision Support Systems , vol.35 , pp. 113-127
    • Chuang, S.L.1    Chien, L.F.2
  • 16
    • 79953004326 scopus 로고    scopus 로고
    • Spelling correction as an iterative process that exploits the collective knowledge of Web users
    • S. Cucerzan, E. Brill, Spelling correction as an iterative process that exploits the collective knowledge of Web users, in: Proceedings of the EMNLP, vol. 4, 2004, pp. 293-300.
    • (2004) Proceedings of the EMNLP , vol.4 , pp. 293-300
    • Cucerzan, S.1    Brill, E.2
  • 19
    • 47249122849 scopus 로고    scopus 로고
    • Models of searching and browsing: Languages, studies, and applications
    • D. Downey, S. Dumais, E. Horvitz, Models of searching and browsing: languages, studies, and applications, in: Proceedings of the IJCAI, 2007, pp. 1465-1472.
    • (2007) Proceedings of the IJCAI , pp. 1465-1472
    • Downey, D.1    Dumais, S.2    Horvitz, E.3
  • 20
    • 84976843985 scopus 로고
    • Online access AIDS for documentation: a bibliographic outline
    • Girill T.R. Online access AIDS for documentation: a bibliographic outline. ACM SIGIR Forum 18 (1985) 24-27
    • (1985) ACM SIGIR Forum , vol.18 , pp. 24-27
    • Girill, T.R.1
  • 22
    • 63149178697 scopus 로고    scopus 로고
    • K. Hafner, Researchers yearn to use AOL logs, but they hesitate, New York Times, 23, 2006. , 2008 (accessed 24.11.08).
    • K. Hafner, Researchers yearn to use AOL logs, but they hesitate, New York Times, vol. 23, 2006. , 2008 (accessed 24.11.08).
  • 27
    • 63149183391 scopus 로고    scopus 로고
    • Methodological approach in discovering user search patterns through Web log analysis
    • Jansen B.J., and Spink A. Methodological approach in discovering user search patterns through Web log analysis. ACM SIGIR Forum 32 (2000) 5-17
    • (2000) ACM SIGIR Forum , vol.32 , pp. 5-17
    • Jansen, B.J.1    Spink, A.2
  • 29
    • 7544249405 scopus 로고    scopus 로고
    • An analysis of Web searching by European AlltheWeb. com users
    • Jansen B.J., and Spink A. An analysis of Web searching by European AlltheWeb. com users. Information Processing and Management 41 (2005) 361-381
    • (2005) Information Processing and Management , vol.41 , pp. 361-381
    • Jansen, B.J.1    Spink, A.2
  • 30
    • 23744485775 scopus 로고    scopus 로고
    • How are we searching the World Wide Web? A comparison of nine search engine transaction logs
    • Jansen B.J., and Spink A. How are we searching the World Wide Web? A comparison of nine search engine transaction logs. Information Processing and Management 42 (2006) 248-263
    • (2006) Information Processing and Management , vol.42 , pp. 248-263
    • Jansen, B.J.1    Spink, A.2
  • 32
    • 0033881650 scopus 로고    scopus 로고
    • Real life, real users and real needs: a study and analysis of user queries on the Web
    • Jansen B.J., Spink A., and Saracevic T. Real life, real users and real needs: a study and analysis of user queries on the Web. Information Processing and Management 36 (2000) 207-227
    • (2000) Information Processing and Management , vol.36 , pp. 207-227
    • Jansen, B.J.1    Spink, A.2    Saracevic, T.3
  • 33
    • 0001685668 scopus 로고    scopus 로고
    • Real life information retrieval: a study of user queries on the Web
    • Jansen B.J., et al. Real life information retrieval: a study of user queries on the Web. ACM SIGIR Forum 32 (1998) 5-17
    • (1998) ACM SIGIR Forum , vol.32 , pp. 5-17
    • Jansen, B.J.1
  • 34
    • 33845463355 scopus 로고    scopus 로고
    • Automated gathering of Web information: an in-depth examination of agents interacting with search engines
    • Jansen B.J., et al. Automated gathering of Web information: an in-depth examination of agents interacting with search engines. ACM Transactions on Internet Technology (TOIT) 6 (2006) 442-464
    • (2006) ACM Transactions on Internet Technology (TOIT) , vol.6 , pp. 442-464
    • Jansen, B.J.1
  • 39
    • 63149089028 scopus 로고    scopus 로고
    • HTTP State Management Mechanism, RFC 2109, February 1997
    • accessed 24.11.08
    • D. Kristol, L. Montulli, HTTP State Management Mechanism, RFC 2109, February 1997. , 2008 (accessed 24.11.08).
    • (2008)
    • Kristol, D.1    Montulli, L.2
  • 43
    • 0035253949 scopus 로고    scopus 로고
    • On caching search engine query results
    • Markatos E.P. On caching search engine query results. Computer Communications 24 (2001) 137-143
    • (2001) Computer Communications , vol.24 , pp. 137-143
    • Markatos, E.P.1
  • 44
    • 84945708697 scopus 로고
    • On relevance, probabilistic indexing and information retrieval
    • Maron M.E., and Kuhns J.L. On relevance, probabilistic indexing and information retrieval. Journal of the ACM 7 (1960) 216-244
    • (1960) Journal of the ACM , vol.7 , pp. 216-244
    • Maron, M.E.1    Kuhns, J.L.2
  • 46
    • 63149173812 scopus 로고    scopus 로고
    • Microsoft, Microsoft Research Microsoft Live Labs: Accelerating Search in Academic Research 2006, Request for Proposals, 2006. , 2008 (accessed 16.07.08).
    • Microsoft, Microsoft Research Microsoft Live Labs: Accelerating Search in Academic Research 2006, Request for Proposals, 2006. , 2008 (accessed 16.07.08).
  • 47
    • 35348839966 scopus 로고    scopus 로고
    • Identification of user sessions with hierarchical agglomerative clustering
    • Murray G.C., Lin J., and Chowdhury A. Identification of user sessions with hierarchical agglomerative clustering. ASIS& T 6 (2006) 3-8
    • (2006) ASIS& T , vol.6 , pp. 3-8
    • Murray, G.C.1    Lin, J.2    Chowdhury, A.3
  • 48
    • 29244483716 scopus 로고    scopus 로고
    • Automatic new topic identification using multiple linear regression
    • Özmutlu S. Automatic new topic identification using multiple linear regression. Information Processing and Management 42 (2006) 934-950
    • (2006) Information Processing and Management , vol.42 , pp. 934-950
    • Özmutlu, S.1
  • 49
    • 49749093761 scopus 로고    scopus 로고
    • Using Monte-Carlo simulation for automatic new topic identification of search engine transaction logs
    • S. Özmutlu, B. Buyuk, Using Monte-Carlo simulation for automatic new topic identification of search engine transaction logs, in: Proceedings of the 39th Conference on Winter Simulation, 2007, pp. 2306-2314.
    • (2007) Proceedings of the 39th Conference on Winter Simulation , pp. 2306-2314
    • Özmutlu, S.1    Buyuk, B.2
  • 50
    • 16244397343 scopus 로고    scopus 로고
    • Application of automatic topic identification on excite Web search engine data logs
    • Özmutlu H.C., and Çavdur F. Application of automatic topic identification on excite Web search engine data logs. Information Processing and Management 41 (2005) 1243-1262
    • (2005) Information Processing and Management , vol.41 , pp. 1243-1262
    • Özmutlu, H.C.1    Çavdur, F.2
  • 51
    • 18844372333 scopus 로고    scopus 로고
    • Neural network applications for automatic new topic identification
    • Özmutlu S., and Çavdur F. Neural network applications for automatic new topic identification. Online Information Review 29 (2005) 34-53
    • (2005) Online Information Review , vol.29 , pp. 34-53
    • Özmutlu, S.1    Çavdur, F.2
  • 53
    • 33745449182 scopus 로고    scopus 로고
    • Automatic new topic identification in search engine transaction logs
    • Özmutlu H.C., Çavdur F., and Özmutlu S. Automatic new topic identification in search engine transaction logs. Internet Research 16 (2006) 323-338
    • (2006) Internet Research , vol.16 , pp. 323-338
    • Özmutlu, H.C.1    Çavdur, F.2    Özmutlu, S.3
  • 54
    • 39649110569 scopus 로고    scopus 로고
    • Using conditional probabilities for automatic new topic identification
    • Özmutlu S., Özmutlu H.C., and Buyuk B. Using conditional probabilities for automatic new topic identification. Online Information Review 31 (2007) 491-515
    • (2007) Online Information Review , vol.31 , pp. 491-515
    • Özmutlu, S.1    Özmutlu, H.C.2    Buyuk, B.3
  • 56
    • 34547287418 scopus 로고    scopus 로고
    • G. Pass, A. Chowdhury, C. Torgeson, A picture of search, in: Proceedings of the First International Conference on Scalable Information Systems, 2006. , 2008 (accessed 24.11.08).
    • G. Pass, A. Chowdhury, C. Torgeson, A picture of search, in: Proceedings of the First International Conference on Scalable Information Systems, 2006. , 2008 (accessed 24.11.08).
  • 58
    • 0041488281 scopus 로고
    • Evaluation
    • Butterworth-Heinemann, Newton, MA, USA
    • Van Rijsbergen C.J. Evaluation. Information Retrieval (1979), Butterworth-Heinemann, Newton, MA, USA 112-140
    • (1979) Information Retrieval , pp. 112-140
    • Van Rijsbergen, C.J.1
  • 61
    • 70350594415 scopus 로고    scopus 로고
    • Unpublished manuscript, Department of Informatics Engineering, University of Coimbra, Portugal, 2006
    • accessed 24.11.08
    • N. Seco, N. Cardoso, Detecting user sessions in the Tumba! query log, Unpublished manuscript, Department of Informatics Engineering, University of Coimbra, Portugal, 2006. , 2008 (accessed 24.11.08).
    • (2008)
    • Seco, N.1    Cardoso, N.2
  • 62
    • 33745780139 scopus 로고    scopus 로고
    • Implicit user modeling for personalized search
    • X. Shen, B. Tan, C. Zhai, Implicit user modeling for personalized search, in: Proceedings of the CIKM, 2005, pp. 824-831.
    • (2005) Proceedings of the CIKM , pp. 824-831
    • Shen, X.1    Tan, B.2    Zhai, C.3
  • 64
    • 3042687811 scopus 로고    scopus 로고
    • Analysis of a very large Web search engine query log
    • Silverstein C., et al. Analysis of a very large Web search engine query log. ACM SIGIR Forum 33 (1999) 6-12
    • (1999) ACM SIGIR Forum , vol.33 , pp. 6-12
    • Silverstein, C.1
  • 67
    • 63149110294 scopus 로고    scopus 로고
    • A. Spink et al., Modeling users' successive searches in digital environments, D-Lib Magazine, 1998. , 2008 (accessed 24.11.08).
    • A. Spink et al., Modeling users' successive searches in digital environments, D-Lib Magazine, 1998. , 2008 (accessed 24.11.08).
  • 69
    • 0036497062 scopus 로고    scopus 로고
    • From E-sex to E-commerce: Web search changes
    • Spink A., et al. From E-sex to E-commerce: Web search changes. Computer 35 (2002) 107-109
    • (2002) Computer , vol.35 , pp. 107-109
    • Spink, A.1
  • 70
    • 0344892161 scopus 로고    scopus 로고
    • US versus European Web searching trends
    • Spink A., et al. US versus European Web searching trends. ACM SIGIR Forum 36 (2002) 32-38
    • (2002) ACM SIGIR Forum , vol.36 , pp. 32-38
    • Spink, A.1
  • 71
    • 23744469391 scopus 로고    scopus 로고
    • Multitasking during Web search sessions
    • Spink A., et al. Multitasking during Web search sessions. Information Processing and Management 42 (2006) 264-275
    • (2006) Information Processing and Management , vol.42 , pp. 264-275
    • Spink, A.1
  • 74
    • 0000082185 scopus 로고
    • Information retrieval as a trial-and-error process
    • Swanson D.R. Information retrieval as a trial-and-error process. Library Quarterly 47 (1977) 128-148
    • (1977) Library Quarterly , vol.47 , pp. 128-148
    • Swanson, D.R.1
  • 76
    • 63449118930 scopus 로고    scopus 로고
    • Query clustering in the Web context
    • Wu, Xiong, and Shekhar (Eds), Kluwer Academic Publishers
    • Wen J.R., and Zhang H.J. Query clustering in the Web context. In: Wu, Xiong, and Shekhar (Eds). Information Retrieval and Clustering (2003), Kluwer Academic Publishers 195-226
    • (2003) Information Retrieval and Clustering , pp. 195-226
    • Wen, J.R.1    Zhang, H.J.2
  • 78
    • 63149101147 scopus 로고    scopus 로고
    • D. Wolfram, A query-level examination of end user searching behaviour on the excite search engine, in: Proceedings of the ACSI 2000. , 2008 (accessed 24.11.08).
    • D. Wolfram, A query-level examination of end user searching behaviour on the excite search engine, in: Proceedings of the ACSI 2000. , 2008 (accessed 24.11.08).
  • 80
    • 0036346667 scopus 로고    scopus 로고
    • Y. Xie, D. O'Hallaron, Locality in search engine queries and its implications for caching, in: IEEE INFOCOM, 2002. , 2008 (accessed 24.11.08).
    • Y. Xie, D. O'Hallaron, Locality in search engine queries and its implications for caching, in: IEEE INFOCOM, 2002. , 2008 (accessed 24.11.08).
  • 81
    • 63149157577 scopus 로고    scopus 로고
    • L. Xiong, E. Agichtein, Towards privacy-preserving query log publishing, in: Aimtay, Murray, Teevan (Eds.), Query Log Analysis: Social and Technological Challenges. A workshop at the 16th International World Wide Web Conference (WWW 2007), 2007. , 2008 (accessed 24.11.08).
    • L. Xiong, E. Agichtein, Towards privacy-preserving query log publishing, in: Aimtay, Murray, Teevan (Eds.), Query Log Analysis: Social and Technological Challenges. A workshop at the 16th International World Wide Web Conference (WWW 2007), 2007. , 2008 (accessed 24.11.08).
  • 83
    • 0037150738 scopus 로고    scopus 로고
    • A novel Web usage mining approach for search engines
    • Zhang D., and Dong Y. A novel Web usage mining approach for search engines. Computer Networks 39 (2002) 303-310
    • (2002) Computer Networks , vol.39 , pp. 303-310
    • Zhang, D.1    Dong, Y.2


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