A Retriever Independent Framework for Relevance Feedback: Classificatory Analysis Based Relevance Feedback for ContentBased Ret,Used

A Retriever Independent Framework for Relevance Feedback: Classificatory Analysis Based Relevance Feedback for ContentBased Ret,Used

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SKU: DADAX3639207793
Brand: VDM Verlag
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This work proposes a novel, classificatory analysis based relevance feedback framework based on a usercentric 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.

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