메뉴 건너뛰기




Volumn 16, Issue 5, 2005, Pages 1256-1268

Web content management by self-organization

Author keywords

Bayesian information criterion (BIC); Content management; Document categorization; Hierarchical clustering; Information retrieval (IR); Self organizing maps (SOMs); Taxonomy generation; Topic hierarchy; Topological tree structure

Indexed keywords

INFORMATION THEORY; NEURAL NETWORKS; PROBABILITY DISTRIBUTIONS; SELF ORGANIZING MAPS; STATISTICAL METHODS; TOPOLOGY; TREES (MATHEMATICS); WORLD WIDE WEB;

EID: 26844484637     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2005.853415     Document Type: Review
Times cited : (20)

References (48)
  • 1
    • 0036540656 scopus 로고    scopus 로고
    • "Content, content, everywhere... time to stop and think? The process of web content management"
    • S. Goodwin and R. Vidgen, "Content, content, everywhere... time to stop and think? The process of web content management," Comput. Control Eng. J., vol. 13, no. 2, pp. 66-70, 2002.
    • (2002) Comput. Control Eng. J. , vol.13 , Issue.2 , pp. 66-70
    • Goodwin, S.1    Vidgen, R.2
  • 2
    • 0034297485 scopus 로고    scopus 로고
    • "Buried in documents?"
    • D. O'Meara, "Buried in documents?," Eng. Manage. J., vol. 10, no. 5, pp. 241-243, 2000.
    • (2000) Eng. Manage. J. , vol.10 , Issue.5 , pp. 241-243
    • O'Meara, D.1
  • 6
    • 84957069814 scopus 로고    scopus 로고
    • "Text categorization with support vector machines: Learning with many relevant features"
    • Chemnitz, Germany
    • T. Joachims, "Text categorization with support vector machines: Learning with many relevant features," in Proc. Machine Learning: ECML-98 10th Eur. Conf. Machine Learning, Chemnitz, Germany, 1998, pp. 137-142.
    • (1998) Proc. Machine Learning: ECML-98 10th Eur. Conf. Machine Learning , pp. 137-142
    • Joachims, T.1
  • 7
    • 0002442796 scopus 로고    scopus 로고
    • "Machine learning in antomated text categorization"
    • F. Sebastiani, "Machine learning in antomated text categorization," ACM Comput. Surv., vol. 34, no. 1, pp. 1-47, 2002.
    • (2002) ACM Comput. Surv. , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 10
    • 2542480962 scopus 로고    scopus 로고
    • "Mining massive document collections by the websom method"
    • K. Lagus, S. Kaski, and T. Kohonen, "Mining massive document collections by the websom method," Inf. Sci., vol. 163, no. 1-3, pp. 135-156, 2004.
    • (2004) Inf. Sci. , vol.163 , Issue.1-3 , pp. 135-156
    • Lagus, K.1    Kaski, S.2    Kohonen, T.3
  • 12
    • 26844451979 scopus 로고    scopus 로고
    • "Web document search, organization, and exploration using self-organizing neural networks"
    • Ph.D. dissertation, School of Elect. and Electron. Eng., Univ. Manchester, Manchester, U.K
    • R. Freeman, "Web document search, organization, and exploration using self-organizing neural networks," Ph.D. dissertation, School of Elect. and Electron. Eng., Univ. Manchester, Manchester, U.K., 2004.
    • (2004)
    • Freeman, R.1
  • 13
    • 0242692560 scopus 로고    scopus 로고
    • "A document management methodology based on similarity contents"
    • F. Meziane and Y. Rezgui, "A document management methodology based on similarity contents," Inf. Sci., vol. 158, pp. 15-36, 2003.
    • (2003) Inf. Sci. , vol.158 , pp. 15-36
    • Meziane, F.1    Rezgui, Y.2
  • 18
    • 0002862737 scopus 로고    scopus 로고
    • "Fast and effective text mining using linear-time document clustering"
    • S. Chaudhuri and D. Madigan, Eds., San Diego, CA
    • B. Larsen and C. Aone, "Fast and effective text mining using linear-time document clustering," in Proc. ACM SIGKDD Int. Conf. Knowledge Discovery and Data Mining, S. Chaudhuri and D. Madigan, Eds., San Diego, CA, 1999, pp. 16-22.
    • (1999) Proc. ACM SIGKDD Int. Conf. Knowledge Discovery and Data Mining , pp. 16-22
    • Larsen, B.1    Aone, C.2
  • 23
    • 0037380928 scopus 로고    scopus 로고
    • "Building topic hierarchy based on fuzzy relations"
    • H.-J. Kim and S.-G. Lee, "Building topic hierarchy based on fuzzy relations," Neurocomputing, vol. 51, pp. 481-486, 2003.
    • (2003) Neurocomputing , vol.51 , pp. 481-486
    • Kim, H.-J.1    Lee, S.-G.2
  • 24
    • 0037679017 scopus 로고    scopus 로고
    • "On the quality of art1 text clustering"
    • L. Massey, "On the quality of art1 text clustering," Neural Netw., vol. 16, no. 5-6, pp. 771-778, 2003.
    • (2003) Neural Netw. , vol.16 , Issue.5-6 , pp. 771-778
    • Massey, L.1
  • 25
    • 0036086766 scopus 로고    scopus 로고
    • "A modified fuzzy art for soft document clustering"
    • Honolulu, HI
    • R. Kondadadi and R. Kozma, "A modified fuzzy art for soft document clustering," in Proc. Int. Joint Conf. Neural Networks. IJCNN'02, vol. 3, Honolulu, HI, 2002, pp. 2545-2549.
    • (2002) Proc. Int. Joint Conf. Neural Networks. IJCNN'02 , vol.3 , pp. 2545-2549
    • Kondadadi, R.1    Kozma, R.2
  • 27
    • 1642328306 scopus 로고    scopus 로고
    • "Marginal median sore for document organization and retrieval"
    • A. Georgakis, C. Kotropoulos, A. Xafopoulos, and I. Pitas, "Marginal median sore for document organization and retrieval," Neural Netw., vol. 17, no. 3, pp. 365-377, 2004.
    • (2004) Neural Netw. , vol.17 , Issue.3 , pp. 365-377
    • Georgakis, A.1    Kotropoulos, C.2    Xafopoulos, A.3    Pitas, I.4
  • 28
    • 0035273026 scopus 로고    scopus 로고
    • "Hierarchical growing cell structures: Treegcs"
    • V. J. Hodge and J. Austin, "Hierarchical growing cell structures: Treegcs," IEEE Trans. Knowl. Data Eng., vol. 13, no. 2, pp. 207-218, 2001.
    • (2001) IEEE Trans. Knowl. Data Eng. , vol.13 , Issue.2 , pp. 207-218
    • Hodge, V.J.1    Austin, J.2
  • 29
    • 0036859375 scopus 로고    scopus 로고
    • "The growing hierarchical self-organizing map: Exploratory analysis of high-dimensional data"
    • Nov.
    • A. Rauber, D. Merkl, and M. Dittenbach, "The growing hierarchical self-organizing map: Exploratory analysis of high-dimensional data," IEEE Trans. Neural Netw., vol. 13, no. 6, pp. 1331-1341, Nov. 2002.
    • (2002) IEEE Trans. Neural Netw. , vol.13 , Issue.6 , pp. 1331-1341
    • Rauber, A.1    Merkl, D.2    Dittenbach, M.3
  • 30
    • 0030104572 scopus 로고    scopus 로고
    • "Internet categorization and search: A self-organizing approach"
    • H. Chen, C. Schuffels, and R. Orwig, "Internet categorization and search: A self-organizing approach," J. Vis. Commun. Image Represent., vol. 7, no. 1, pp. 88-102, 1996.
    • (1996) J. Vis. Commun. Image Represent. , vol.7 , Issue.1 , pp. 88-102
    • Chen, H.1    Schuffels, C.2    Orwig, R.3
  • 31
    • 34250115918 scopus 로고
    • "An examination of procedures for determining the number of clusters in a data set"
    • G. W. Milligan and M. C. Cooper, "An examination of procedures for determining the number of clusters in a data set," Psychometrika, vol. 50, no. 2, pp. 159-179, 1985.
    • (1985) Psychometrika , vol.50 , Issue.2 , pp. 159-179
    • Milligan, G.W.1    Cooper, M.C.2
  • 34
    • 0000120766 scopus 로고
    • "Estimating the dimension of a model"
    • G. Schwarz, "Estimating the dimension of a model," Ann. Statist., vol. 6, no. 2, pp. 461-464, 1978.
    • (1978) Ann. Statist. , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 35
    • 0029410706 scopus 로고
    • "On the distribution and convergence of the feature space in self-organizing maps"
    • H. Yin and N. M. Allinson, "On the distribution and convergence of the feature space in self-organizing maps," Neural Computat., vol. 7, no. 6, pp. 1178-1187, 1995.
    • (1995) Neural Computat. , vol.7 , Issue.6 , pp. 1178-1187
    • Yin, H.1    Allinson, N.M.2
  • 36
    • 2142848517 scopus 로고    scopus 로고
    • "A statistical tool to assess the realibility of self-organizing maps"
    • N. Allinson, H. Yin, L. Allinson, and J. Slack, Eds. Berlin, Germany: Springer-Verlag
    • E. de Bodt, M. Cottrell, and M. Verleysen, "A statistical tool to assess the realibility of self-organizing maps," in Advances in Self-Organizing Maps, N. Allinson, H. Yin, L. Allinson, and J. Slack, Eds. Berlin, Germany: Springer-Verlag, 2001, pp. 7-12.
    • (2001) Advances in Self-Organizing Maps , pp. 7-12
    • de Bodt, E.1    Cottrell, M.2    Verleysen, M.3
  • 37
    • 0034187784 scopus 로고    scopus 로고
    • "Clustering of the self-organizing map"
    • May
    • J. Vesanto and E. Alhoniemi, "Clustering of the self-organizing map," IEEE Trans. Neural Netw., vol. 11, no. 3, pp. 586-600, May 2000.
    • (2000) IEEE Trans. Neural Netw. , vol.11 , Issue.3 , pp. 586-600
    • Vesanto, J.1    Alhoniemi, E.2
  • 38
    • 0037406313 scopus 로고    scopus 로고
    • "Validation indexes for graph clustering"
    • S. Gunter and H. Bunke, "Validation indexes for graph clustering," Pattern Recognit. Lett., vol. 24, no. 8, pp. 1107-1113, 2003.
    • (2003) Pattern Recognit. Lett. , vol.24 , Issue.8 , pp. 1107-1113
    • Gunter, S.1    Bunke, H.2
  • 39
  • 40
    • 0035300553 scopus 로고    scopus 로고
    • "Toward a self-structuring software library"
    • H. Ye and B. Lo, "Toward a self-structuring software library," Inst. Elect. Eng. Proc. Software, vol. 148, no. 2, pp. 45-55, 2001.
    • (2001) Inst. Elect. Eng. Proc. Software , vol.148 , Issue.2 , pp. 45-55
    • Ye, H.1    Lo, B.2
  • 41
    • 0036791874 scopus 로고    scopus 로고
    • "Integrating contextual information to enhance som-based text document clustering"
    • D. Pullwitt, "Integrating contextual information to enhance som-based text document clustering," Neural Netw., vol. 15, no. 8-9, pp. 1099-1106, 2002.
    • (2002) Neural Netw. , vol.15 , Issue.8-9 , pp. 1099-1106
    • Pullwitt, D.1
  • 42
    • 38049103082 scopus 로고
    • "A near-optimal initial seed value selection in k-means algorithm using a genetic algorithm"
    • P. G. Babu and N. M. Murty, "A near-optimal initial seed value selection in k-means algorithm using a genetic algorithm," Pattern Recognit. Lett., vol. 14, no. 10, pp. 763-769, 1993.
    • (1993) Pattern Recognit. Lett. , vol.14 , Issue.10 , pp. 763-769
    • Babu, P.G.1    Murty, N.M.2
  • 44
    • 84947934254 scopus 로고    scopus 로고
    • "Self-organizing maps for hierarchical tree view document clustering using contextual information"
    • R. Freeman and H. Yin, "Self-organizing maps for hierarchical tree view document clustering using contextual information," in Proc. Intelligent Data Engineering and Automated Learning, vol. 2412, 2002, pp. 123-128.
    • (2002) Proc. Intelligent Data Engineering and Automated Learning , vol.2412 , pp. 123-128
    • Freeman, R.1    Yin, H.2
  • 46
    • 84965770524 scopus 로고
    • "Techniques for the measurement of clustering tendency in document retrieval systems"
    • A. El-Hamdouchi and P. Willett, "Techniques for the measurement of clustering tendency in document retrieval systems," J. Inf. Sci. Princ. Pract., vol. 13, no. 6, pp. 361-365, 1987.
    • (1987) J. Inf. Sci. Princ. Pract. , vol.13 , Issue.6 , pp. 361-365
    • El-Hamdouchi, A.1    Willett, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.