TY - JOUR
T1 - Cluster-based adaptive information retrieval
AU - Bhuyan, Jay N.
AU - Deogun, Jitender S.
AU - Raghavan, Vijay V.
N1 - Funding Information:
‘This research is supported by the NSF grant IRI-8805875.
PY - 1991
Y1 - 1991
N2 - The paper discusses the issues involved in the design of a complete information retrieval system based on user-oriented clustering schemes. Clusters are constructed taking into account the users' perception of similarity between documents. The system accumulates feed-back from the users and employs it to construct user-oriented clusters. An optimization function to improve the effectiveness of the clustering process is developed. A retrieval process based on the clustering scheme is described. The system developed is experimentally validated and compared with existing systems.
AB - The paper discusses the issues involved in the design of a complete information retrieval system based on user-oriented clustering schemes. Clusters are constructed taking into account the users' perception of similarity between documents. The system accumulates feed-back from the users and employs it to construct user-oriented clusters. An optimization function to improve the effectiveness of the clustering process is developed. A retrieval process based on the clustering scheme is described. The system developed is experimentally validated and compared with existing systems.
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U2 - 10.1109/HICSS.1991.183900
DO - 10.1109/HICSS.1991.183900
M3 - Conference article
AN - SCOPUS:85047056711
VL - 1
SP - 307
EP - 316
JO - Proceedings of the Annual Hawaii International Conference on System Sciences
JF - Proceedings of the Annual Hawaii International Conference on System Sciences
SN - 1530-1605
M1 - 183900
T2 - 24th Annual Hawaii International Conference on System Sciences, HICSS 1991
Y2 - 8 January 1991 through 11 January 1991
ER -