Modeling Users with Neural Architectures

Qiyang Chen; Anthony F. Norcio

doi:10.1109/IJCNN.1992.287155

Modeling Users with Neural Architectures

Qiyang Chen, Anthony F. Norcio

Information Management and Business Analytics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Abstract

This paper proposes and discusses a research framework on building user model system by utilizing artificial neural network (ANN) approaches. First some problems in user modeling are discussed which underlie the motivations of introducing ANN approaches. Secondly some considerations on ANN properties and their applications in task-related user modeling are presented. Finally an ANN-based, integrated user modeling system is proposed which incorporates conventional symbolic reasoning approaches in a multilevel processing environment.

Original language	English
Title of host publication	Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	547-552
Number of pages	6
ISBN (Electronic)	0780305590
DOIs	https://doi.org/10.1109/IJCNN.1992.287155
State	Published - 1992
Event	1992 International Joint Conference on Neural Networks, IJCNN 1992 - Baltimore, United States Duration: 7 Jun 1992 → 11 Jun 1992

Publication series

Name	Proceedings of the International Joint Conference on Neural Networks
Volume	1

Conference

Conference	1992 International Joint Conference on Neural Networks, IJCNN 1992
Country/Territory	United States
City	Baltimore
Period	7/06/92 → 11/06/92

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10.1109/IJCNN.1992.287155

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@inproceedings{4320cb5326fa453ebc9ff5534af30861,

title = "Modeling Users with Neural Architectures",

abstract = "This paper proposes and discusses a research framework on building user model system by utilizing artificial neural network (ANN) approaches. First some problems in user modeling are discussed which underlie the motivations of introducing ANN approaches. Secondly some considerations on ANN properties and their applications in task-related user modeling are presented. Finally an ANN-based, integrated user modeling system is proposed which incorporates conventional symbolic reasoning approaches in a multilevel processing environment.",

author = "Qiyang Chen and Norcio, {Anthony F.}",

note = "Publisher Copyright: {\textcopyright} 1992 IEEE.; 1992 International Joint Conference on Neural Networks, IJCNN 1992 ; Conference date: 07-06-1992 Through 11-06-1992",

year = "1992",

doi = "10.1109/IJCNN.1992.287155",

language = "English",

series = "Proceedings of the International Joint Conference on Neural Networks",

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

pages = "547--552",

booktitle = "Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992",

}

Chen, Q & Norcio, AF 1992, Modeling Users with Neural Architectures. in Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992. Proceedings of the International Joint Conference on Neural Networks, vol. 1, Institute of Electrical and Electronics Engineers Inc., pp. 547-552, 1992 International Joint Conference on Neural Networks, IJCNN 1992, Baltimore, United States, 7/06/92. https://doi.org/10.1109/IJCNN.1992.287155

Modeling Users with Neural Architectures. / Chen, Qiyang; Norcio, Anthony F.
Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992. Institute of Electrical and Electronics Engineers Inc., 1992. p. 547-552 (Proceedings of the International Joint Conference on Neural Networks; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Modeling Users with Neural Architectures

AU - Chen, Qiyang

AU - Norcio, Anthony F.

PY - 1992

Y1 - 1992

N2 - This paper proposes and discusses a research framework on building user model system by utilizing artificial neural network (ANN) approaches. First some problems in user modeling are discussed which underlie the motivations of introducing ANN approaches. Secondly some considerations on ANN properties and their applications in task-related user modeling are presented. Finally an ANN-based, integrated user modeling system is proposed which incorporates conventional symbolic reasoning approaches in a multilevel processing environment.

AB - This paper proposes and discusses a research framework on building user model system by utilizing artificial neural network (ANN) approaches. First some problems in user modeling are discussed which underlie the motivations of introducing ANN approaches. Secondly some considerations on ANN properties and their applications in task-related user modeling are presented. Finally an ANN-based, integrated user modeling system is proposed which incorporates conventional symbolic reasoning approaches in a multilevel processing environment.

UR - http://www.scopus.com/inward/record.url?scp=0642380738&partnerID=8YFLogxK

U2 - 10.1109/IJCNN.1992.287155

DO - 10.1109/IJCNN.1992.287155

M3 - Conference contribution

AN - SCOPUS:0642380738

T3 - Proceedings of the International Joint Conference on Neural Networks

SP - 547

EP - 552

BT - Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 1992 International Joint Conference on Neural Networks, IJCNN 1992

Y2 - 7 June 1992 through 11 June 1992

ER -

Modeling Users with Neural Architectures

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