Ontology-Based User Modeling for Knowledge Management Systems View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2003

AUTHORS

Liana Razmerita , Albert Angehrn , Alexander Maedche

ABSTRACT

This paper is presenting a generic ontology-based user modeling architecture, (OntobUM), applied in the context of a Knowledge Management System (KMS). Due to their powerful knowledge representation formalism and associated inference mechanisms, ontology-based systems are emerging as a natural choice for the next generation of KMSs operating in organizational, interorganizational as well as community contexts. User models, often addressed as user profiles, have been included in KMSs mainly as simple ways of capturing the user preferences and/or competencies. We extend this view by including other characteristics of the users relevant in the KM context and we explain the reason for doing this. The proposed user modeling system relies on a user ontology, using Semantic Web technologies, based on the IMS LIP specifications, and it is integrated in an ontology-based KMS called Ontologging. We are presenting a generic framework for implicit and explicit ontology-based user modeling. More... »

PAGES

213-217

References to SciGraph publications

  • 2001-03. Generic User Modeling Systems in USER MODELING AND USER-ADAPTED INTERACTION
  • Book

    TITLE

    User Modeling 2003

    ISBN

    978-3-540-40381-4
    978-3-540-44963-8

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/3-540-44963-9_29

    DOI

    http://dx.doi.org/10.1007/3-540-44963-9_29

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1000775703


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