메뉴 건너뛰기




Volumn 3, Issue , 2004, Pages 1650-1655

Multi-dimensional model-based clustering for user-behavior mining in telecommunications industry

Author keywords

Machine Learning for Sequential User Behavior; Model based clustering; Sequential data mining; Telecommunications Applications

Indexed keywords

ALGORITHMS; BEHAVIORAL RESEARCH; CUSTOMER SATISFACTION; DATA MINING; MARKOV PROCESSES; MATHEMATICAL MODELS; TELECOMMUNICATION INDUSTRY; WORLD WIDE WEB;

EID: 6344228161     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icmlc.2004.1382040     Document Type: Conference Paper
Times cited : (4)

References (22)
  • 2
    • 0033102419 scopus 로고    scopus 로고
    • A probabilistic approach to navigation in hypertext
    • M. Levene and G. Loizou, "A probabilistic approach to navigation in hypertext," Information Sciences, vol. 114, no. 1-4, pp. 165-186, 1999.
    • (1999) Information Sciences , vol.114 , Issue.1-4 , pp. 165-186
    • Levene, M.1    Loizou, G.2
  • 4
    • 6344230921 scopus 로고    scopus 로고
    • Using finite state automata for sequence mining
    • Inc. Darlinghurst, Australia, Australia: Australian Computer Society, January
    • P. Hingston, "Using finite state automata for sequence mining, " in The Twenty-Fifth Australasian Conference on Computer Science, vol. Volume 24 Issue 1. Inc. Darlinghurst, Australia, Australia: Australian Computer Society, January 2002, pp. 105-110.
    • (2002) The Twenty-fifth Australasian Conference on Computer Science , vol.24 , Issue.1 , pp. 105-110
    • Hingston, P.1
  • 5
    • 0032309862 scopus 로고    scopus 로고
    • Generating finite-state transducers for semi-structured data extraction from the web
    • C.-N. Hsu and M.-T. Dung, "Generating finite-state transducers for semi-structured data extraction from the web," Information Systems, vol. 23, no. 8, pp. 521-538, 1998.
    • (1998) Information Systems , vol.23 , Issue.8 , pp. 521-538
    • Hsu, C.-N.1    Dung, M.-T.2
  • 9
    • 84898995769 scopus 로고    scopus 로고
    • Clustering sequences with hidden markov models
    • M. C. Mozer, M. I. Jordan, and T. Petsche, Eds., . The MIT Press
    • P. Smyth, "Clustering sequences with hidden markov models," in Advances in Neural Information Processing Systems, M. C. Mozer, M. I. Jordan, and T. Petsche, Eds., vol. 9. The MIT Press, 1997, p.648.
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 648
    • Smyth, P.1
  • 10
    • 0029212693 scopus 로고
    • Mining sequential patterns
    • P. S. Yu and A. S. P. Chen, Eds. Taipei, Taiwan: IEEE Computer Society Press
    • R. Agrawal and R. Srikant, "Mining sequential patterns," in Eleventh International Conference on Data Engineering, P. S. Yu and A. S. P. Chen, Eds. Taipei, Taiwan: IEEE Computer Society Press, 1995, pp.3-14.
    • (1995) Eleventh International Conference on Data Engineering , pp. 3-14
    • Agrawal, R.1    Srikant, R.2
  • 13
    • 84968779364 scopus 로고    scopus 로고
    • What next: A prediction system for web request using n-gram sequence models
    • Z. Su, Q. Yang, Y. Lu, and H.-J. Zhang, "What next: A prediction system for web request using n-gram sequence models," in Web Information Systems Engineering, 2000, pp. 214-221.
    • (2000) Web Information Systems Engineering , pp. 214-221
    • Su, Z.1    Yang, Q.2    Lu, Y.3    Zhang, H.-J.4
  • 14
    • 0033295256 scopus 로고    scopus 로고
    • Towards adaptive Web sites: Conceptual framework and case study
    • M. Perkowitz and O. Etzioni, "Towards adaptive Web sites: conceptual framework and case study," Computer Networks, vol. 31, no. 11-16, pp. 1245-1258, 1999.
    • (1999) Computer Networks , vol.31 , Issue.11-16 , pp. 1245-1258
    • Perkowitz, M.1    Etzioni, O.2
  • 15
  • 16
    • 0006544679 scopus 로고    scopus 로고
    • Automatic personalization based on Web usage mining
    • B. Mobasher, R. Cooley, and J. Srivastava, "Automatic personalization based on Web usage mining," Communications of the ACM, vol. 43, no. 8, pp. 142-151, 2000.
    • (2000) Communications of the ACM , vol.43 , Issue.8 , pp. 142-151
    • Mobasher, B.1    Cooley, R.2    Srivastava, J.3
  • 17
    • 0002252929 scopus 로고    scopus 로고
    • Hypergraph based clustering in high-dimensional data sets: A summary of results
    • E. hong Han, G. Karypis, V. Kumar, and B. Mobasher, "Hypergraph based clustering in high-dimensional data sets: A summary of results," Data Engineering Bulletin, vol. 21, no. 1, pp. 15-22, 1998.
    • (1998) Data Engineering Bulletin , vol.21 , Issue.1 , pp. 15-22
    • Han, E.H.1    Karypis, G.2    Kumar, V.3    Mobasher, B.4
  • 19
    • 6344238274 scopus 로고    scopus 로고
    • Robust multi-resolution web usage data mining using hierarchical unsupervised niche clustering
    • St. Louis, Nov , won the Best Paper Award
    • O. Nasraoui and R. Krishnapuram, "Robust multi-resolution web usage data mining using hierarchical unsupervised niche clustering," in ANNIE (Artificial Neural Networks In Engineering) Conference, St. Louis, Nov 2001, pp. 369-374, won the Best Paper Award.
    • (2001) ANNIE (Artificial Neural Networks in Engineering) Conference , pp. 369-374
    • Nasraoui, O.1    Krishnapuram, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.