NEWPAR: An Optimized Feature Selection and Weighting Schema for Category Ranking

Authors:
Fernando Ruiz-Rico;Jose-Luis Vicedo
Affiliations:
University of Alicante. Spain;University of Alicante. Spain
Venue:
Proceedings of the 2006 conference on STAIRS 2006: Proceedings of the Third Starting AI Researchers' Symposium
Year:
2006

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A new family of online algorithms for category ranking

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

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Abstract

This paper presents an automatic feature extraction method for category ranking. It has been evaluated using Reuters and OHSUMED data sets, outperforming some of the best known and most widely used approaches.