Exploiting information needs and bibliographics for polyrepresentative document clustering
AffiliationUniversity of Bedfordshire
MetadataShow full item record
AbstractIn this paper we explore the potential of combining the principle of polyrepresentation with document clustering. Our idea is discussed and evaluated for polyrepresentation of information needs as wells as for document-based polyrepresentation where bibliographic information is used as representation. The main idea is to present the user with the highly ranked polyrepresentative clusters to support the search process. Our evaluation suggests that our approach is capable of increasing retrieval performance, but performance varies for queries with a high or low number of relevant documents.
CitationAbbasi, M.K., Frommholz, I. (2014) 'Exploiting information needs and bibliographics for polyrepresentative document clustering', In Proceedings of the Bibliometrics-enhanced Information Retrieval Workshop at ECIR 2014, Amsterdam: 21–28
TypeConference papers, meetings and proceedings
The following license files are associated with this item: