Title :
A user model for personalization services
Author :
Joung, Yesun ; El Zarki, Magda ; Jain, Ramesh
Author_Institution :
Dept. of Comput. Sci., Univ. of California Irvine, Irvine, CA, USA
Abstract :
A user model is essential to support personalization services. However, the user models that are used in most systems are designed in an ad-hoc manner and often related to their application domains. It hinders service interoperability and increases the amount of work. In this paper, we focus on defining a general user model in order to represent user information and the user context. This paper contributes two points: a survey on existing context based systems and a user model for personalization. The survey analyses previous context based systems and provides different kinds of features used in their systems. Based on this survey, we propose a user model to capture user information and contexts for personalization application.
Keywords :
information needs; information retrieval; ubiquitous computing; user modelling; context based systems survey; personalization service; service interoperability; user context; user information representation; user model; Context modeling;
Conference_Titel :
Digital Information Management, 2009. ICDIM 2009. Fourth International Conference on
Conference_Location :
Ann Arbor, MI
Print_ISBN :
978-1-4244-4253-9
Electronic_ISBN :
978-1-4244-4254-6
DOI :
10.1109/ICDIM.2009.5356766