A Neural Network Approach for User Modeling
Document Type
Conference Proceeding
Publication Date
12-1-1991
Journal / Book Title
Conference Proceedings 1991 IEEE International Conference on Systems, Man, and Cybernetics
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.
DOI
10.1109/ICSMC.1991.169889
Journal ISSN / Book ISBN
ISBN:0-7803-0233-8
MSU Digital Commons Citation
Chen, Qiyang and Norcio, A. F., "A Neural Network Approach for User Modeling" (1991). Department of Information Management and Business Analytics Faculty Scholarship and Creative Works. 25.
https://digitalcommons.montclair.edu/infomgmt-busanalytics-facpubs/25
Published Citation
Chen, Q., & Norcio, A. F. (1991, October). A neural network approach for user modeling. In Conference Proceedings 1991 IEEE International Conference on Systems, Man, and Cybernetics (pp. 1429-1434). IEEE.