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A Subjective Logic Formalisation of the Principle of Polyrepresentation for Information Needs

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

Interactive Information Retrieval refers to the branch of Information Retrieval that considers the retrieval process with respect to a wide range of contexts, which may affect the user's information seeking experience. The identification and representation of such contexts has been the object of the principle of Polyrepresentation, a theoretical framework for reasoning about different representations arising from interactive information retrieval in a given context. Although the principle of Polyrepresentation has received attention from many researchers, not much empirical work has been done based on it. One reason may be that it has not yet been formalised mathematically.
In this paper we propose an up-to-date and flexible mathematical formalisation of the principle of Polyrepresentation for information needs. Specifically, we apply Subjective Logic to model different representations of information needs as beliefs marked by degrees of uncertainty. We combine such beliefs using different logical operators, and we discuss these combinations with respect to different retrieval scenarios and situations. A formal model is introduced and discussed, with illustrative applications to the modelling of information needs.
OriginalsprogEngelsk
TitelIIiX'10 Proceeding of the Third Symposium on Information Interaction in Context : New Brunswick, NJ, USA. August 18-21, 2010
RedaktørerNicholas J. Belkin, Diane Kelly
Antal sider10
Udgivelses stedNew York
ForlagAssociation for Computing Machinery
Publikationsdato2010
Sider125-134
ISBN (Elektronisk)978-1-4503-0247-0
DOI
StatusUdgivet - 2010

    Forskningsområder

  • Subjective logic, Polyrepresentation, Information Needs

ID: 47068828