NDLI: Towards a DL-Based Semantic User Model for Web Personalization

Content Provider	IEEE Xplore Digital Library
Author	Yanwu Yang Claramunt, C. Aufaure, M.-A.
Copyright Year	2007
Description	Author affiliation: Chinese Acad. of Sci., Beijing (Yanwu Yang)
Abstract	User models play a kernel role in recommender and Web personalization systems, especially in an information-rich world. In a knowledge-based user interface environment, a semantic user modeling component serves as important inputs for personalization human-computer interactions and adaptive strategies for interfaces. This paper proposes a semantic user model integrated into a Web personalization system which that is based on an expressive description logic language. The user model employs both static and dynamic user information to predict user features relevant to a given application domain. The logic-based user-modeling framework acts as a support for a semantic Web personalization system to tailor information services to the user. Our user-modeling approach is exemplarily applied to the tourism domain, to describe user information and identify user's classification.
Starting Page	61
Ending Page	61
File Size	163517
Page Count	1
File Format	PDF
ISBN	0769528597
DOI	10.1109/CONIELECOMP.2007.109
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-06-19
Publisher Place	Greece
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	web personalization Automation Predictive models Ontologies Information retrieval Computer science Semantic Web semantic user model User interfaces description logics. user ontology Logic Kernel Context modeling
Content Type	Text
Resource Type	Article

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