Bracha Shapira

Senior Academic

Information Filtering

A New Two-Phase Model Using Stereotypic User Profiling

Bracha Shapira, Uri Hanani, Adi Raveh, Peretz Shoval

Computer users often experience the "lost in information space" syndrome. Information filtering suggests a solution based on restricting the amount of information made available to users. This study suggests an advanced model for information filtering which is based on a two-phase filtering process. The user profiling in the model is constructed on the basis of the user's areas of interest and on sociological parameters about him that are known to the system. The system maintains a database of known stereotypes that includes rules on their information retrieval needs and habits. During the filtering process, the system relates the user to one or more stereotypes and operates the appropriate stereotypic rules.

Publication language English
Pages 155-165
Journal Journal of Intelligent Information Systems
Volume 8
Issue number 2
Publication status Published - 01.01.1997

Keywords

Browsing
Information filtering
Information retrieval
Stereotypes
User modeling
User-profile

ASJC Scopus subject areas

Software
Information Systems
Hardware and Architecture
Computer Networks and Communications
Artificial Intelligence
Access to Document
10.1023/A:1008676625559
Other files and links
Link to publication in Scopus