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IPM
2006

A general matrix framework for modelling Information Retrieval

13 years 11 months ago
A general matrix framework for modelling Information Retrieval
Content-oriented retrieval models are based on a document-term matrix, whereas link-oriented retrieval models are based on an adjacent (parentchild) matrix. Term frequency and inverse document frequency are key concepts in contentoriented retrieval, whereas pagerank, authorities and hubs are key concepts in link-oriented retrieval. We present in this paper a general matrix framework for modelling information retrieval (IR). The framework covers both content-oriented and linkoriented retrieval and, in addition, includes the structure of documents, the retrieval quality and the semantics of indexing terms. The benefit of this framework lies in its high level of reusability and ion. The framework improves information retrieval in the sense that system construction becomes significantly more efficient, and thus, better and more personalised systems can be build at lower costs.
Thomas Rölleke, Theodora Tsikrika, Gabriella
Added 13 Dec 2010
Updated 13 Dec 2010
Type Journal
Year 2006
Where IPM
Authors Thomas Rölleke, Theodora Tsikrika, Gabriella Kazai
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