메뉴 건너뛰기




Volumn 36, Issue 3 PART 1, 2009, Pages 4382-4386

A sliding window method for finding top-k path traversal patterns over streaming Web click-sequences

Author keywords

Data mining; Data streams; Path traversal patterns; Stream sliding windows; Top k pattern mining; Web usage mining

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); DECODING;

EID: 58349088307     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2008.05.025     Document Type: Article
Times cited : (11)

References (19)
  • 1
    • 0036042175 scopus 로고    scopus 로고
    • Babcock, B., Babu, S., Datar, M., Motwani, R., & Widom, J. (2002). Models and issues in data stream systems. In Proceeding of the PODS (pp. 1-16).
    • Babcock, B., Babu, S., Datar, M., Motwani, R., & Widom, J. (2002). Models and issues in data stream systems. In Proceeding of the PODS (pp. 1-16).
  • 2
    • 84937554178 scopus 로고    scopus 로고
    • Borges, J., & Levene, M. (1999). Data mining of user navigation patterns. In Proceeding of the WEBKDD (pp. 92-111).
    • Borges, J., & Levene, M. (1999). Data mining of user navigation patterns. In Proceeding of the WEBKDD (pp. 92-111).
  • 3
    • 0032028932 scopus 로고    scopus 로고
    • Efficient data mining for path traversal patterns
    • Chen M.-S., Park J.-S., and Yu P.S. Efficient data mining for path traversal patterns. IEEE TKDE 10 2 (1998) 209-221
    • (1998) IEEE TKDE , vol.10 , Issue.2 , pp. 209-221
    • Chen, M.-S.1    Park, J.-S.2    Yu, P.S.3
  • 4
    • 4544293405 scopus 로고    scopus 로고
    • Mining association rules without support threshold: With and without item constraints
    • Cheung Y.L., and Fu A.W.-C. Mining association rules without support threshold: With and without item constraints. IEEE TKDE 16 9 (2004) 1052-1069
    • (2004) IEEE TKDE , vol.16 , Issue.9 , pp. 1052-1069
    • Cheung, Y.L.1    Fu, A.W.-C.2
  • 5
    • 0031385045 scopus 로고    scopus 로고
    • Cooley, R., Mobasher, B., & Srivastave, J. (1997). Web mining: Information and pattern discovery on the World Wide Web. In Proceedings of the IEEE ICTAI (pp. 558-567).
    • Cooley, R., Mobasher, B., & Srivastave, J. (1997). Web mining: Information and pattern discovery on the World Wide Web. In Proceedings of the IEEE ICTAI (pp. 558-567).
  • 6
    • 58349092284 scopus 로고    scopus 로고
    • Fu, A.W.-C., Kwong, R.W.-W., & Tang, J. (2000). Mining N-most interesting itemsets. In Proceedings of the ISMIS.
    • Fu, A.W.-C., Kwong, R.W.-W., & Tang, J. (2000). Mining N-most interesting itemsets. In Proceedings of the ISMIS.
  • 7
    • 2442617843 scopus 로고    scopus 로고
    • Issues in data stream management
    • Golab L., and Ozsu M.T. Issues in data stream management. SIGMOD Record 32 2 (2003) 5-14
    • (2003) SIGMOD Record , vol.32 , Issue.2 , pp. 5-14
    • Golab, L.1    Ozsu, M.T.2
  • 8
    • 33748870796 scopus 로고    scopus 로고
    • Li, H.-F., Lee, S.-Y., & Shan, M.-K. (2005). DSM-TKP: Mining top-K path traversal patterns over Web click-streams. In Proceedings of the IEEE/WIC/ACM WI.
    • Li, H.-F., Lee, S.-Y., & Shan, M.-K. (2005). DSM-TKP: Mining top-K path traversal patterns over Web click-streams. In Proceedings of the IEEE/WIC/ACM WI.
  • 9
    • 33646358462 scopus 로고    scopus 로고
    • DSM-PLW: Single-pass mining of path traversal patterns over streaming Web click-sequences
    • Li H.-F., Lee S.-Y., and Shan M.-K. DSM-PLW: Single-pass mining of path traversal patterns over streaming Web click-sequences. Computer Networks: Special Issue on Web Dynamics 50 10 (2006) 1474-1487
    • (2006) Computer Networks: Special Issue on Web Dynamics , vol.50 , Issue.10 , pp. 1474-1487
    • Li, H.-F.1    Lee, S.-Y.2    Shan, M.-K.3
  • 10
    • 77049088731 scopus 로고    scopus 로고
    • Metwally, A., Agrawal, D., & Abbadi, A. E. (2005). Efficient computation of frequent and top-k elements in data streams. In Proceedings of the ICDT (pp. 398-412).
    • Metwally, A., Agrawal, D., & Abbadi, A. E. (2005). Efficient computation of frequent and top-k elements in data streams. In Proceedings of the ICDT (pp. 398-412).
  • 11
    • 58349119774 scopus 로고    scopus 로고
    • Nasraoui, O., Cardona, C., Rojas, C., & González, F. (2003a). Mining evolving user profiles in noisy Web clickstream data with a scalable immune system clustering algorithm. In Proceedings of the WebKDD (pp. 71-81).
    • Nasraoui, O., Cardona, C., Rojas, C., & González, F. (2003a). Mining evolving user profiles in noisy Web clickstream data with a scalable immune system clustering algorithm. In Proceedings of the WebKDD (pp. 71-81).
  • 12
    • 57949115516 scopus 로고    scopus 로고
    • Nasraoui, O., Cardona, C., Rojas, C., & González, F. (2003b). TECNO-STREAMS: Tracking evolving clusters in noisy data streams with a scalable immune system learning model. In Proceedings of the ICDM (pp. 235-242).
    • Nasraoui, O., Cardona, C., Rojas, C., & González, F. (2003b). TECNO-STREAMS: Tracking evolving clusters in noisy data streams with a scalable immune system learning model. In Proceedings of the ICDM (pp. 235-242).
  • 13
    • 77957967271 scopus 로고    scopus 로고
    • Pei, J., Han, J., Mortazavi-Asl, B., & Zhu, H. (2000). Mining access patterns efficiently from Web logs. In Proceedings of the PAKDD (pp. 396-407).
    • Pei, J., Han, J., Mortazavi-Asl, B., & Zhu, H. (2000). Mining access patterns efficiently from Web logs. In Proceedings of the PAKDD (pp. 396-407).
  • 14
    • 0036033346 scopus 로고    scopus 로고
    • Shan, M.-K., & Li, H.-F. (2002). Fast discovery of structure navigation patterns from Web user traversals. In Proceedings of the SPIE DMKD (pp. 272-283).
    • Shan, M.-K., & Li, H.-F. (2002). Fast discovery of structure navigation patterns from Web user traversals. In Proceedings of the SPIE DMKD (pp. 272-283).
  • 15
    • 58349123085 scopus 로고    scopus 로고
    • Spiliopoulou, M., Faulstich, L. C., & Winkler, K. (1999). A data miner analyzing the navigational behaviour of Web users. In Proceedings of the ACAI (pp. 588-589).
    • Spiliopoulou, M., Faulstich, L. C., & Winkler, K. (1999). A data miner analyzing the navigational behaviour of Web users. In Proceedings of the ACAI (pp. 588-589).
  • 16
    • 0002000090 scopus 로고    scopus 로고
    • Web usage mining: Discovery and applications of usage patterns from Web data
    • Srivastava J., Cooley R., Deshpande M., and Tan P.-N. Web usage mining: Discovery and applications of usage patterns from Web data. SIGKDD Explor 1 2 (2000) 12-23
    • (2000) SIGKDD Explor , vol.1 , Issue.2 , pp. 12-23
    • Srivastava, J.1    Cooley, R.2    Deshpande, M.3    Tan, P.-N.4
  • 17
    • 78149328301 scopus 로고    scopus 로고
    • Tzvetkov, P., Yan, X., & Han, J. (2003). TSP: Mining top-K closed sequential patterns. In Proceedings of the ICDM (pp. 347-354).
    • Tzvetkov, P., Yan, X., & Han, J. (2003). TSP: Mining top-K closed sequential patterns. In Proceedings of the ICDM (pp. 347-354).
  • 18
    • 19944376126 scopus 로고    scopus 로고
    • TFP: An efficient algorithm for mining top-K frequent closed itemsets
    • Wang J., Han J., Lu Y., and Tzvetkov P. TFP: An efficient algorithm for mining top-K frequent closed itemsets. IEEE TKDE 17 5 (2005) 652-664
    • (2005) IEEE TKDE , vol.17 , Issue.5 , pp. 652-664
    • Wang, J.1    Han, J.2    Lu, Y.3    Tzvetkov, P.4
  • 19
    • 0348156930 scopus 로고    scopus 로고
    • Efficient data mining for Web navigation patterns
    • Xing D., and Shen J. Efficient data mining for Web navigation patterns. Information and Software Technology 46 1 (2004) 55-63
    • (2004) Information and Software Technology , vol.46 , Issue.1 , pp. 55-63
    • Xing, D.1    Shen, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.