Cluster-based adaptive information retrieval

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

doi:10.1109/HICSS.1991.183900

Cluster-based adaptive information retrieval

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

Research output: Contribution to journal › Conference article › peer-review

3 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 language	English (US)
Article number	183900
Pages (from-to)	307-316
Number of pages	10
Journal	Proceedings of the Annual Hawaii International Conference on System Sciences
Volume	1
DOIs	https://doi.org/10.1109/HICSS.1991.183900
State	Published - 1991
Externally published	Yes
Event	24th Annual Hawaii International Conference on System Sciences, HICSS 1991 - Kauai, United States Duration: Jan 8 1991 → Jan 11 1991

ASJC Scopus subject areas

General Engineering

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10.1109/HICSS.1991.183900

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title = "Cluster-based adaptive information retrieval",

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.",

author = "Bhuyan, {Jay N.} and Deogun, {Jitender S.} and Raghavan, {Vijay V.}",

note = "Funding Information: {\textquoteleft}This research is supported by the NSF grant IRI-8805875. Publisher Copyright: {\textcopyright} 1991 IEEE.; 24th Annual Hawaii International Conference on System Sciences, HICSS 1991 ; Conference date: 08-01-1991 Through 11-01-1991",

year = "1991",

doi = "10.1109/HICSS.1991.183900",

language = "English (US)",

volume = "1",

pages = "307--316",

journal = "Proceedings of the Annual Hawaii International Conference on System Sciences",

issn = "1530-1605",

publisher = "IEEE Computer Society",

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TY - JOUR

T1 - Cluster-based adaptive information retrieval

AU - Bhuyan, Jay N.

AU - Deogun, Jitender S.

AU - Raghavan, Vijay V.

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

SN - 1530-1605

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

M1 - 183900

T2 - 24th Annual Hawaii International Conference on System Sciences, HICSS 1991

Y2 - 8 January 1991 through 11 January 1991

ER -

Cluster-based adaptive information retrieval

Abstract

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