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Volumn 59, Issue 3, 2008, Pages 339-362

Cross-validation of neural network applications for automatic new topic identification

Author keywords

[No Author keywords available]

Indexed keywords

DATA STRUCTURES; IDENTIFICATION (CONTROL SYSTEMS); SEARCH ENGINES; USER INTERFACES;

EID: 39649103881     PISSN: 15322882     EISSN: 15322890     Source Type: Journal    
DOI: 10.1002/asi.20696     Document Type: Article
Times cited : (12)

References (79)
  • 7
    • 0015081308 scopus 로고
    • A definition of relevance for information retrieval
    • Cooper, W.S. (1971). A definition of relevance for information retrieval. Information Storage and Retrieval, 7, 19-37.
    • (1971) Information Storage and Retrieval , vol.7 , pp. 19-37
    • Cooper, W.S.1
  • 8
    • 29244472536 scopus 로고    scopus 로고
    • Hierarchical topic detection in TDT
    • 2004/2005, University of Massachusetts, Amherst
    • Feng, A., & Allan, J. (2005). Hierarchical topic detection in TDT. 2004/2005 CIIR Technical Report, University of Massachusetts, Amherst.
    • (2005) CIIR Technical Report
    • Feng, A.1    Allan, J.2
  • 9
    • 0039386279 scopus 로고    scopus 로고
    • Context learning in Okapi
    • Goker, A. (1997). Context learning in Okapi. Journal of Documentation, 53, 80-83.
    • (1997) Journal of Documentation , vol.53 , pp. 80-83
    • Goker, A.1
  • 12
    • 0004063090 scopus 로고
    • Englewood Cliffs, NJ: Macmillan
    • Haykin, S. (1994). Neural networks. Englewood Cliffs, NJ: Macmillan.
    • (1994) Neural networks
    • Haykin, S.1
  • 14
  • 16
    • 85135064142 scopus 로고    scopus 로고
    • Searching for multimedia: Video, audio, and image Web queries
    • Jansen, B.J., Goodrum, A., & Spink, A. (2000). Searching for multimedia: Video, audio, and image Web queries. World Wide Web Journal, 3(4), 249-254.
    • (2000) World Wide Web Journal , vol.3 , Issue.4 , pp. 249-254
    • Jansen, B.J.1    Goodrum, A.2    Spink, A.3
  • 18
    • 7544249405 scopus 로고    scopus 로고
    • An analysis of Web searching by European Alltheweb.com users
    • Jansen, B.J., & Spink, A. (2004). An analysis of Web searching by European Alltheweb.com users. Information Processing and Management, 41(2), 361-381.
    • (2004) Information Processing and Management , vol.41 , Issue.2 , pp. 361-381
    • Jansen, B.J.1    Spink, A.2
  • 19
    • 0001685668 scopus 로고    scopus 로고
    • Real life information retrieval: A study of user queries on the web
    • Jansen, B.J., Spink, A., Bateman, J., & Saracevic, T. (1998). Real life information retrieval: A study of user queries on the web. SIGIR Forum, 32(1), 5-17.
    • (1998) SIGIR Forum , vol.32 , Issue.1 , pp. 5-17
    • Jansen, B.J.1    Spink, A.2    Bateman, J.3    Saracevic, T.4
  • 20
    • 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., & Saracevic, T. (2000). Real life, real users, and real needs: A study and analysis of user queries on the Web. Information Processing and Management, 36, 207-227.
    • (2000) Information Processing and Management , vol.36 , pp. 207-227
    • Jansen, B.J.1    Spink, A.2    Saracevic, T.3
  • 22
    • 84957069814 scopus 로고    scopus 로고
    • Joachims, T. (1998). Text categorization with support vector machines. Lecture Notes in Computer Science Proceedings of the 10th European Conference on Machine Learning (ECML'98) (pp. 137-142). Chemnitz, Germany: Springer-Verlag.
    • Joachims, T. (1998). Text categorization with support vector machines. Lecture Notes in Computer Science Proceedings of the 10th European Conference on Machine Learning (ECML'98) (pp. 137-142). Chemnitz, Germany: Springer-Verlag.
  • 30
    • 9244222193 scopus 로고    scopus 로고
    • Expert system methodologies and applications-A decade review from 1995 to 2004
    • Liao, S.H. (2005). Expert system methodologies and applications-A decade review from 1995 to 2004. Expert Systems With Applications, pp. 93-103.
    • (2005) Expert Systems With Applications , pp. 93-103
    • Liao, S.H.1
  • 33
    • 17444401767 scopus 로고    scopus 로고
    • Analysis of statistical question classification for fact-based questions
    • Metzler, D., & Croft, W.B. (2004). Analysis of statistical question classification for fact-based questions. Information Retrieval, 8, 481-504.
    • (2004) Information Retrieval , vol.8 , pp. 481-504
    • Metzler, D.1    Croft, W.B.2
  • 37
    • 16244397343 scopus 로고    scopus 로고
    • Application of automatic topic identification on Excite web search engine data logs
    • Ozmutlu, H.C., & Cavdur, F. (2005). Application of automatic topic identification on Excite web search engine data logs. Information Processing and Management, 41, 1243-1262.
    • (2005) Information Processing and Management , vol.41 , pp. 1243-1262
    • Ozmutlu, H.C.1    Cavdur, F.2
  • 38
    • 33745449182 scopus 로고    scopus 로고
    • Automatic new topic identification in search engine data logs
    • Ozmutlu, H.C., Cavdur, F., & Ozmutlu, S. (2006). Automatic new topic identification in search engine data logs. Internet Research, 16, 323-338.
    • (2006) Internet Research , vol.16 , pp. 323-338
    • Ozmutlu, H.C.1    Cavdur, F.2    Ozmutlu, S.3
  • 40
    • 0036643004 scopus 로고    scopus 로고
    • Characteristics of question format web queries: An exploratory study
    • Ozmultu, H.C., & Spink, A. (2002). Characteristics of question format web queries: An exploratory study. Information Processing and Management, 38, 453-471.
    • (2002) Information Processing and Management , vol.38 , pp. 453-471
    • Ozmultu, H.C.1    Spink, A.2
  • 41
    • 29244483716 scopus 로고    scopus 로고
    • Automatic new topic identification using multiple linear regression
    • Ozmutlu, S. (2006). Automatic new topic identification using multiple linear regression. Information Processing and Management, 42(4), 934-950.
    • (2006) Information Processing and Management , vol.42 , Issue.4 , pp. 934-950
    • Ozmutlu, S.1
  • 42
    • 18844372333 scopus 로고    scopus 로고
    • Neural network applications for automatic new topic identification
    • Ozmutlu, S., & Cavdur, F. (2005). Neural network applications for automatic new topic identification. Online Information Review, 29, 35-53.
    • (2005) Online Information Review , vol.29 , pp. 35-53
    • Ozmutlu, S.1    Cavdur, F.2
  • 45
    • 0347063589 scopus 로고    scopus 로고
    • Are people asking questions of general web search engines?
    • Ozmutlu, S., Ozmutlu, H.C., & Spink, A. (2003b). Are people asking questions of general web search engines? Online Information Review, 27, 396-406.
    • (2003) Online Information Review , vol.27 , pp. 396-406
    • Ozmutlu, S.1    Ozmutlu, H.C.2    Spink, A.3
  • 46
    • 0036643012 scopus 로고    scopus 로고
    • Analysis of large data logs: An application of Poisson sampling on Excite web queries
    • Ozmutlu, S., Spink, A., & Ozmutlu, H.C. (2002). Analysis of large data logs: An application of Poisson sampling on Excite web queries. Information Processing and Management, 38, 473-490.
    • (2002) Information Processing and Management , vol.38 , pp. 473-490
    • Ozmutlu, S.1    Spink, A.2    Ozmutlu, H.C.3
  • 52
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani, F. (2002). Machine learning in automated text categorization. ACM Computing Surveys, 34, 1-47.
    • (2002) ACM Computing Surveys , vol.34 , pp. 1-47
    • Sebastiani, F.1
  • 60
    • 0036643004 scopus 로고    scopus 로고
    • Characteristics of question format Web queries: An exploratory study
    • Spink, A., & Ozmutlu, H.C. (2002). Characteristics of question format Web queries: An exploratory study. Information Processing and Management, 38(4), 453-471.
    • (2002) Information Processing and Management , vol.38 , Issue.4 , pp. 453-471
    • Spink, A.1    Ozmutlu, H.C.2
  • 65
    • 0034250159 scopus 로고    scopus 로고
    • The predictive accuracy of artificial neural networks and multiple regressions in case of skewed data: Exploration of some issues
    • SubbaNarasimha, P.N., Arinze, B., & Anandarajan, M. (2000). The predictive accuracy of artificial neural networks and multiple regressions in case of skewed data: Exploration of some issues. Expert Systems With Applications, 19, 117-123.
    • (2000) Expert Systems With Applications , vol.19 , pp. 117-123
    • SubbaNarasimha, P.N.1    Arinze, B.2    Anandarajan, M.3
  • 67
    • 0033225155 scopus 로고    scopus 로고
    • The production of "context" in information seeking research: A metatheoretical view
    • Talja, S., Keso, H., & Pietilainen, T. (1999). The production of "context" in information seeking research: A metatheoretical view. Information Processing and Management, 35, 751-763.
    • (1999) Information Processing and Management , vol.35 , pp. 751-763
    • Talja, S.1    Keso, H.2    Pietilainen, T.3
  • 68
    • 0013372968 scopus 로고    scopus 로고
    • Uniform object generation for optimizing one-class classifiers
    • Tax, D.M.J., & Duin, R.P.W. (2001). Uniform object generation for optimizing one-class classifiers. Journal of Machine Learning Research, 2, 155-173.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 155-173
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 75
    • 0020103086 scopus 로고
    • Poisson arrivals see time averages
    • Wollf, R.W. (1982). Poisson arrivals see time averages. Operations Research, 30, 223-231.
    • (1982) Operations Research , vol.30 , pp. 223-231
    • Wollf, R.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.