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Retriever Independent Framework for Relevance Feedback

Name: Retriever Independent Framework for Relevance Feedback
Brand: VDM Verlag
SKU: 06828742
Price: 79.13 EUR
Availability: InStock
Author: Samar Zutshi
ISBN: 9783639207798

Samar Zutshi

Língua

Inglês

Livro Capa mole

Código Libristo: 06828742

Editoras VDM Verlag, fevereiro 2010

This work proposes a novel, classificatory analysis based relevance feedback framework based on a us... Descrição completa

Código Libristo: 06828742

193 b

79.13 €

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This work proposes a novel, classificatory analysis based relevance feedback framework based on a user-centric model of information need that is independent of any particular retrieval paradigm. The model of the user need is based on the principle that a complete representation of the user need is contained in an exhaustive user classification of the collection. This model provides a conceptually appealing basis for relevance feedback; each successive iteration of relevance feedback can be treated as a classification that becomes a closer approximation of the user's information need. The system iteratively achieves a better understanding of the user's information need, gradually converging to a satisfactory set of results. The framework is based on Rough Set Theory, which is explicitly designed to deal with classificatory analysis incorporating uncertainty and approximation.