Cluster-based adaptive information retrieval

Jay N. Bhuyan, Jitender S. Deogun, Vijay V. Raghavan

Research output: Contribution to journalConference article

2 Scopus citations

Abstract

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.

Original languageEnglish (US)
Article number183900
Pages (from-to)307-316
Number of pages10
JournalProceedings of the Annual Hawaii International Conference on System Sciences
Volume1
DOIs
StatePublished - 1991
Event24th Annual Hawaii International Conference on System Sciences, HICSS 1991 - Kauai, United States
Duration: Jan 8 1991Jan 11 1991

ASJC Scopus subject areas

  • Engineering(all)

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