caa a22 4500 475834011 CHVBK 20180406123849.0 cr unu---uuuuu 170329e20001201xx s 000 0 eng 10.1007/s005210070003 doi (NATIONALLICENCE)springer-10.1007/s005210070003 Neural Network Based Stereotyping for User Profiles [Elektronische Daten] [Q. Chen, A. F. Norcio, J. Wang] This paper discusses an approach of establishing system models of users' task related characteristics, such as domain knowledge in human-computer interaction. Several neural networks are tested for the modelling process. These networks function as associative memories that capture the causal relationships among assumptions about the users' characteristics. The outputs from the networks are considered as stereotypes assigned to individual users. It is suggested that this approach can be expected to overcome some limitations of user modelling approaches in terms of pattern recognition and classification.: Springer-Verlag London Limited, 2000 Keywords: Associative memory nationallicence Human-computer interaction nationallicence Stereo typing nationallicence User model nationallicence Chen Q. Department of Information and Decision Sciences, Montclair State University, Upper Montclair, NJ, US aut Norcio A. F. Department of Information Systems, University of Maryland, Baltimore County, MD, USA, US aut Wang J. Department of Information and Decision Sciences, Montclair State University, Upper Montclair, NJ, US aut https://doi.org/10.1007/s005210070003 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s005210070003 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Chen Q. Department of Information and Decision Sciences, Montclair State University, Upper Montclair, NJ, US aut NATIONALLICENCE 700 1- Norcio A. F. Department of Information Systems, University of Maryland, Baltimore County, MD, USA, US aut NATIONALLICENCE 700 1- Wang J. Department of Information and Decision Sciences, Montclair State University, Upper Montclair, NJ, US aut Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer