Tell Me More: Finding Related Items from User Provided Feedback

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Provided by: University of Anbar
Topic: Big Data
Format: PDF
The results returned by a search, data mining or database engine often contains an overload of potentially interesting information. A daunting and challenging problem for a user is to pick out the useful information. In this paper, the authors propose an interactive framework to efficiently explore and (re)rank the objects retrieved by such an engine, according to feedback provided on part of the initially retrieved objects. In particular, given a set of objects, a similarity measure applicable to the objects and an initial set of objects that are of interest to the user, their algorithm computes the k most similar objects.
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