메뉴 건너뛰기




Volumn 71, Issue 4-6, 2008, Pages 857-862

ConSOM: A conceptional self-organizing map model for text clustering

Author keywords

HowNet; Neuron vector; SOM; Text clustering; Weight modification

Indexed keywords

CLUSTER ANALYSIS; NEURONS; SEMANTICS; VECTORS;

EID: 38649125634     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2007.03.006     Document Type: Article
Times cited : (24)

References (13)
  • 1
    • 84943228749 scopus 로고    scopus 로고
    • J. Blackmore, R. Miikkulainen, Incremental grid growing: encoding high-dimensional structure into a two-dimensional feature map, in: Procceedings IEEE International Conference Neural Networks (ICNN'93), Piscataway, IEEE, New York, 1993; pp. 450-455.
    • J. Blackmore, R. Miikkulainen, Incremental grid growing: encoding high-dimensional structure into a two-dimensional feature map, in: Procceedings IEEE International Conference Neural Networks (ICNN'93), Piscataway, IEEE, New York, 1993; pp. 450-455.
  • 2
    • 0027029929 scopus 로고    scopus 로고
    • D.R. Cutting, J.O. Pedersen, D.R. Karger, J.W. Tukey, Scatter/gather: a cluster-based approach to browsing large document collections, in: Proceedings of the ACM SIGIR. Copenhagen, 1992; pp. 318-329.
    • D.R. Cutting, J.O. Pedersen, D.R. Karger, J.W. Tukey, Scatter/gather: a cluster-based approach to browsing large document collections, in: Proceedings of the ACM SIGIR. Copenhagen, 1992; pp. 318-329.
  • 3
    • 0033703441 scopus 로고    scopus 로고
    • M. Dittenbach, D. Merkl, and A. Rauber. The growing hierarchical self-organizing map, in: Proceedings of the International Joint Conference on Neural Networks 2000, IJCNN'2000, Como, Italy, 2000; pp. 24-27.
    • M. Dittenbach, D. Merkl, and A. Rauber. The growing hierarchical self-organizing map, in: Proceedings of the International Joint Conference on Neural Networks 2000, IJCNN'2000, Como, Italy, 2000; pp. 24-27.
  • 4
    • 38649088536 scopus 로고    scopus 로고
    • Z. Dong, Q. Dong, HowNet knowledge database 〈http://www.keenage.com/.keenage.com〉, 2003.
    • Z. Dong, Q. Dong, HowNet knowledge database 〈http://www.keenage.com/.keenage.com〉, 2003.
  • 5
    • 33750126257 scopus 로고
    • Growing grid: a self-organizing network with constant neighborhood range and adaptation strength
    • Fritzke B. Growing grid: a self-organizing network with constant neighborhood range and adaptation strength. Neural Process. Lett. 2 5 (1995) 9-13
    • (1995) Neural Process. Lett. , vol.2 , Issue.5 , pp. 9-13
    • Fritzke, B.1
  • 6
    • 38649086680 scopus 로고    scopus 로고
    • D.J. Harper, M. Mechkour, G. Muresan. Document, Clustering for mediated information access, in: Proceedings of the 21st Annual BCS-IRSG Colloquium, 1999; pp. 92-107.
    • D.J. Harper, M. Mechkour, G. Muresan. Document, Clustering for mediated information access, in: Proceedings of the 21st Annual BCS-IRSG Colloquium, 1999; pp. 92-107.
  • 7
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • Kohonen T. Self-organized formation of topologically correct feature maps. Biol. Cybern. 43 1 (1982) 59-69
    • (1982) Biol. Cybern. , vol.43 , Issue.1 , pp. 59-69
    • Kohonen, T.1
  • 9
    • 38649116273 scopus 로고    scopus 로고
    • L. Niklasson, M. Bodén, Ziemke, Self-organization of very large document collections: state of the art, in: Proceedings of ICANN98, The 8th International Conference on Artificial Neural Networks 1998; pp. 65-74.
    • L. Niklasson, M. Bodén, Ziemke, Self-organization of very large document collections: state of the art, in: Proceedings of ICANN98, The 8th International Conference on Artificial Neural Networks 1998; pp. 65-74.
  • 10
    • 0016572913 scopus 로고
    • A vector space model for automatic indexing
    • Salton G., wong A., and Yang C. A vector space model for automatic indexing. Commun. of the ACM 18 11 (1975) 613-620
    • (1975) Commun. of the ACM , vol.18 , Issue.11 , pp. 613-620
    • Salton, G.1    wong, A.2    Yang, C.3
  • 11
    • 38649108107 scopus 로고    scopus 로고
    • A. Strehl, J. Ghosh, R. Mooney, Impact of similarity measures on web-page clustering, in: AAAI 2000 Workshop on AI for web Search. Austin, TX USA, 2000; pp. 58-64.
    • A. Strehl, J. Ghosh, R. Mooney, Impact of similarity measures on web-page clustering, in: AAAI 2000 Workshop on AI for web Search. Austin, TX USA, 2000; pp. 58-64.
  • 12
    • 38649101224 scopus 로고    scopus 로고
    • B.B. Wang, R.I. McKay, H.A. Abbass, et al., A comparative study for domain ontology guided feature extraction, in Procceedings of 26th Australian Computer Science Conference (ACSC2003), Australian Computer Society Inc, Darlinghurst, Australia: 2003; pp. 69-78
    • B.B. Wang, R.I. McKay, H.A. Abbass, et al., A comparative study for domain ontology guided feature extraction, in Procceedings of 26th Australian Computer Science Conference (ACSC2003), Australian Computer Society Inc, Darlinghurst, Australia: 2003; pp. 69-78
  • 13
    • 21744438173 scopus 로고    scopus 로고
    • GraySOFM network for solving classification problems
    • Yeh M.-F., and Chang K.-C. GraySOFM network for solving classification problems. Neurocomputing 67 (2005) 281-287
    • (2005) Neurocomputing , vol.67 , pp. 281-287
    • Yeh, M.-F.1    Chang, K.-C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.