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Rocchio algorithm

Known as: Rocchio's algorithm 
The Rocchio algorithm is based on a method of relevance feedback found in information retrieval systems which stemmed from the SMART Information… Expand
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Papers overview

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Review
2019
Review
2019
With the development of computer technology and network technology, a large amount of printed documents are converted to the… Expand
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2017
2017
Millions of file uploads and downloads happen every minute resulting in big data creation and manual text categorization is not… Expand
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2014
2014
Recommender system provides relevant items to users from huge catalogue. Collaborative filtering and content-based filtering are… Expand
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2012
2012
Text categorization is used to assign each text document to predefined categories. This paper presents a new text classification… Expand
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2011
2011
This paper examines the Rocchio algorithm and its application in text categorization. Existing approaches using global parameters… Expand
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2008
2008
In this thesis, we study the problem Monet—the Mo(notone) n(ormal form) e(quivalence) t(est)—that asks to decide equivalence of a… Expand
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2007
2007
various applications, there is little rigorous analysis of its learning complexity in literature. In this article, the authors… Expand
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2006
2006
SQL shows a fine performance in database for exact queries, but not for fuzzy queries. We introduce Rocchio algorithm into… Expand
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Highly Cited
1997
Highly Cited
1997
Abstract : A probabilistic analysis of the Rocchio relevance feedback algorithm, one of the most popular learning methods from… Expand
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Highly Cited
1996
Highly Cited
1996
Systems for text retrieval, routing, categorization and other IR tasks rely heavily on linear classifiers. We propose that two… Expand
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