A neural network approach for user modeling

Qiyang Chen; A. F. Norcio

A neural network approach for user modeling

Qiyang Chen
, A. F. Norcio

Information Management and Business Analytics

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

7 Scopus citations

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 language	English
Pages (from-to)	1429-1434
Number of pages	6
Journal	Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume	2
State	Published - 1991
Event	Conference Proceedings of the 1991 IEEE International Conference on Systems, Man, and Cybernetics - Charlottesville, VA, USA Duration: 13 Oct 1991 → 16 Oct 1991

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",

language = "English",

volume = "2",

pages = "1429--1434",

journal = "Proceedings of the IEEE International Conference on Systems, Man and Cybernetics",

issn = "0884-3627",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "Conference Proceedings of the 1991 IEEE International Conference on Systems, Man, and Cybernetics ; Conference date: 13-10-1991 Through 16-10-1991",

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TY - JOUR

T1 - A neural network approach for user modeling

AU - Chen, Qiyang

AU - Norcio, A. F.

PY - 1991

Y1 - 1991

N2 - 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.

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.

UR - https://www.scopus.com/pages/publications/0026375729

M3 - Conference article

AN - SCOPUS:0026375729

SN - 0884-3627

VL - 2

SP - 1429

EP - 1434

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

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

T2 - Conference Proceedings of the 1991 IEEE International Conference on Systems, Man, and Cybernetics

Y2 - 13 October 1991 through 16 October 1991

ER -

A neural network approach for user modeling

Abstract

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