A Bayesian neural network model for dynamic web document clustering

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn 2, Issue , 1999, Pages 1415-1418

  Her, Jun Hui ^a   Jun, Sung Hae ^a   Choi, Jun Heyog ^b   Lee, Jung Hyun ^a  

^a Inha University   (South Korea)

^b Kimpo University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); CLUSTER ANALYSIS; ENTROPY; INFORMATION FILTERING; INFORMATION RETRIEVAL; NEURAL NETWORKS; SEARCH ENGINES;

BAYESIAN NEURAL NETWORK MODELS; BAYESIAN PROBABILITY MODELS; CLASSIFICATION ACCURACY; DOCUMENT CLASSIFICATION; DOCUMENT CLUSTERING; DYNAMIC DOCUMENTS; RELEVANCE FEEDBACK; WEB DOCUMENT CLUSTERING;

INFORMATION RETRIEVAL SYSTEMS;

EID: 3042532137     PISSN: 21593442     EISSN: 21593450     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.1999.818696     Document Type: Conference Paper

References (9)

1. Jun-Hyeog Choi, Jeoung-Won.;yoo, , JungrHyun, Lee, "Ranking of cluster using Information Theory and Mutual Information, " Proceedingsl:).of., :th, , .eI 999 International Technical , .G, onference . ; I on: ; Circuits/Systems, Computers. and I Communications, . : pp.1194-1197, July, 1999.
2. Marti A. Hearst and Jan 0. Pedersen; "Reexamining the Cluster Hypothesis: Scatter/, Gather, : on Retrieval Results, " SIGIR96, pp.76-84, , 1996.
3. B. Efron, Jackknife, "The Bootstrap and other Resampling Plans, " SIAM, 1982.
4. S. James Press, Bayesian Statistics, WILEY, 1989.
5. E. M. Voorhees, "Implementing -:agglomerative hierarchical clustering algorithms for " retrieval, " Information Processing a Vol 22 pp.465-476, 1986.
6. G. W. Milligan and M. C. Cooper, "An. examination of procedures for detecting the number of clusters in a data set, " Psychometrika, vol. 50, pp.159-179, 1985:
7. Radford M. Neal, Bayesian Learning for Nirral [SI Sheldon M. Ross, Simulation, ACADEMIC PRESS, 1997.
8. Martin A. Tanner, Tools for Statistical Inference, Springer, 1996.
9. Oren Zamir and Oren Etzioni, "Web Document Clustering: A Feasibility Demonstration, " SIGIR98, Networks, Springer, 1996. pp.46-54, 1998.