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Volumn 43, Issue 3, 2007, Pages 752-768

Topic discovery based on text mining techniques

Author keywords

Hierarchical clustering; Text summarization; Topic detection

Indexed keywords

ALGORITHMS; DATA REDUCTION; DATA STRUCTURES; KNOWLEDGE BASED SYSTEMS; TEXT PROCESSING;

EID: 33846543277     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2006.06.001     Document Type: Article
Times cited : (85)

References (28)
  • 1
    • 33846495803 scopus 로고    scopus 로고
    • Allan, J., Carbonell, J., Doddington, G., Yamron, J., & Yang, Y. (1998). Topic detection and tracking pilot study: final report. In Proceedings of DARPA broadcast news transcription and understanding workshop, Lansdowne, VA (pp. 194-218).
  • 3
    • 33846550260 scopus 로고    scopus 로고
    • Buckley, C., Salton, G., Allan, J., & Singhal, A. (1995). Automatic query expansion using SMART: TREC-3. In Proceedings of the third text retrieval conference (TREC-3) (pp. 69-80). NIST Special Publication 500-225, Washington.
  • 4
    • 33846532512 scopus 로고    scopus 로고
    • Cornell, M., Feng, A., Kumaran, G., Raghavan, H., Shah, C., & Allan, J. (2004). UMASS at TDT 2004. In Proceedings of TDT 2004 workshop, Gaithersburg, MD.
  • 5
    • 0026961606 scopus 로고    scopus 로고
    • Cutting, D. R., Pedersen, J. O., Karger, D. R., & Tukey, J. W. (1992). Scatter/Gather: a cluster-based approach to browsing large document collections. In Proceedings of the 15th international ACM SIGIR Conference on research and development in information retrieval, Copenhagen, Denmark (pp. 318-329).
  • 7
    • 33846518480 scopus 로고    scopus 로고
    • Feldman, R., & Dagan, I. (1995). Knowledge discovery in textual databases (kdt). In Proceedings of the first international conference on knowledge discovery and data mining (KDD-95), Montreal, Canada (pp. 112-117).
  • 8
    • 33846475149 scopus 로고    scopus 로고
    • Fiscus, J., Doddington, G., Garofolo, J., & Martin, A. (1999). Nist's 1998 topic detection and tracking evaluation (tdt2). In Proceedings of the DARPA broadcast news transcription and understanding workshop, Herndon, VA (pp. 19-24).
  • 10
    • 8644246887 scopus 로고    scopus 로고
    • Kumaran, G., & Allan, J. (2004) Text classification and named entities for new event detection. In Proceedings of the SIGIR conference on research and development in information retrieval SIGIR 2004, Sheffield, UK (pp. 297-304).
  • 14
  • 15
    • 0031346098 scopus 로고    scopus 로고
    • Mani, I., & Bloedorn, E. (1997). Multi-document summarization by graph search and matching. In Proceedings of the fourteenth national conference on artificial intelligence (AAAI-97), Providence, RI (pp. 622-628).
  • 16
    • 33846465607 scopus 로고    scopus 로고
    • National Institute of Standards and Technology (1998). The topic detection and tracking phase 2 (TDT2) evaluation plan, version 3.7. Available from http://www.nist.gov/speech/tests/tdt/index.htm.
  • 17
    • 33846522538 scopus 로고    scopus 로고
    • National Institute of Standards and Technology (2004). The 2004 Topic detection and tracking (TDT 2004) task definition and evaluation plan, version 1.0, 2004. Available from http://www.nist.gov/speech/tests/tdt/index.htm.
  • 21
    • 33845231675 scopus 로고    scopus 로고
    • LEX: a new algorithm for the calculus of typical testors
    • Santiesteban Y., and Pons-Porrata A. LEX: a new algorithm for the calculus of typical testors. Mathematics Sciences Journal 21 1 (2003) 85-95
    • (2003) Mathematics Sciences Journal , vol.21 , Issue.1 , pp. 85-95
    • Santiesteban, Y.1    Pons-Porrata, A.2
  • 22
    • 33846469578 scopus 로고    scopus 로고
    • Steinbach, M., Karypis, G., & Kumar, V. (2000). A comparison of document clustering techniques. InKDD workshop on text mining, Boston, MA.
  • 23
    • 33846479541 scopus 로고    scopus 로고
    • Stokes, N., & Carthy, J. (2001). First story detection using a composite document representation. In Proceedings of human language technology conference (HLT-01), San Diego, CA (pp. 134-141).
  • 24
    • 33846500375 scopus 로고    scopus 로고
    • Wong, W. C., & Fu, A. (2000). Incremental document clustering for web page classification. In IEEE 2000 international conference on information society in the 21st century: Emerging technologies and new challenges (ISI2000), Japan.
  • 25
    • 33846549666 scopus 로고    scopus 로고
    • Yu, Man-Quan, Luo, Wei-Hua, Zhou, Zhao-Tao, et al. (2004). ICT's approaches to HTD and tracking at TDT2004. In Proceedings of TDT 2004 workshop, Gaithersburg, MD.
  • 26
    • 33846485202 scopus 로고    scopus 로고
    • Zamir, O., Etzioni, O., Madani, O., & Karp, R.M. (1997). Fast and intituitive clustering of web documents. In Proceedings of KDD '97, Newport Beach, CA (pp. 287-290).
  • 27
    • 3543085722 scopus 로고    scopus 로고
    • Empirical and theoretical comparisons of selected criterion functions for document clustering
    • Zhao Y., and Karypis G. Empirical and theoretical comparisons of selected criterion functions for document clustering. Machine Learning 55 3 (2004) 311-331
    • (2004) Machine Learning , vol.55 , Issue.3 , pp. 311-331
    • Zhao, Y.1    Karypis, G.2
  • 28
    • 24044537630 scopus 로고    scopus 로고
    • Hierarchical clustering algorithms for document datasets
    • Zhao Y., and Karypis G. Hierarchical clustering algorithms for document datasets. Data Mining and Knowledge Discovery 10 (2005) 141-168
    • (2005) Data Mining and Knowledge Discovery , vol.10 , pp. 141-168
    • Zhao, Y.1    Karypis, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.