A neural network approach for user modeling

Qiyang Chen, A. F. Norcio

Research output: Contribution to journalConference articleResearchpeer-review

6 Citations (Scopus)

Abstract

A neural network approach to user modeling is proposed in the context of information retrieval. User level of expertise and the inquiry interests underlying the goals are considered as two major factors affecting information provision. A prototype system, UM-net, is presented for modeling user domain experiences and the inquiry interests and tailoring the descriptions about software packages provided to a user.

Original languageEnglish
Pages (from-to)1429-1434
Number of pages6
JournalProceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume2
StatePublished - 1 Dec 1991
EventConference Proceedings of the 1991 IEEE International Conference on Systems, Man, and Cybernetics - Charlottesville, VA, USA
Duration: 13 Oct 199116 Oct 1991

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Information retrieval
Software packages
Neural networks

Cite this

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title = "A neural network approach for user modeling",
abstract = "A neural network approach to user modeling is proposed in the context of information retrieval. User level of expertise and the inquiry interests underlying the goals are considered as two major factors affecting information provision. A prototype system, UM-net, is presented for modeling user domain experiences and the inquiry interests and tailoring the descriptions about software packages provided to a user.",
author = "Qiyang Chen and Norcio, {A. F.}",
year = "1991",
month = "12",
day = "1",
language = "English",
volume = "2",
pages = "1429--1434",
journal = "Proceedings of the IEEE International Conference on Systems, Man and Cybernetics",
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A neural network approach for user modeling. / Chen, Qiyang; Norcio, A. F.

In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Vol. 2, 01.12.1991, p. 1429-1434.

Research output: Contribution to journalConference articleResearchpeer-review

TY - JOUR

T1 - A neural network approach for user modeling

AU - Chen, Qiyang

AU - Norcio, A. F.

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AB - A neural network approach to user modeling is proposed in the context of information retrieval. User level of expertise and the inquiry interests underlying the goals are considered as two major factors affecting information provision. A prototype system, UM-net, is presented for modeling user domain experiences and the inquiry interests and tailoring the descriptions about software packages provided to a user.

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M3 - Conference article

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JO - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

JF - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

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