Addressing challenges of ubiquitous user modeling

between mediation and semantic integration

Shlomo Berkovsky, Dominikus Heckmann, Tsvi Kuflik

Research output: Chapter in Book/Report/Conference proceedingChapter

16 Citations (Scopus)

Abstract

Ubiquitous User Modeling aims at providing personalized services to inhabitants of smart environments. Current research in ubiquitous user modeling focuses on two directions. The first is a practical approach that tries to resolve current problems of sparseness of data and heterogeneity of user modeling techniques and representations by mediation of user models or building hybrid systems. The second approach is based on semantic standardization of user modeling enabling user modeling data exchange and sharing by using a common user modeling ontology and language. Although both approaches have their limitations, their integration has the potential to leverage their advantages and overcome the limitations. This paper discusses initial work done in this direction, suggests a path for such integration, and points out research directions aimed at bridging the gap between these approaches.
Original languageEnglish
Title of host publicationAdvances in Ubiquitous User Modelling
Subtitle of host publicationRevised Selected Papers
EditorsTsvi Kuflik, Shlomo Berkofsky, Francesca Carmagnola, Dominikus Heckmann, Antonio Krüger
Place of PublicationBerlin
PublisherSpringer, Springer Nature
Pages1-19
Number of pages19
ISBN (Electronic)9783642050398
ISBN (Print)9783642050381
DOIs
Publication statusPublished - 2009
Externally publishedYes

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume5830
ISSN (Print)0302-9743

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