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2012 IEEE 12th International Conference on Data Mining Workshops
Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific Methods
Brussels, Belgium Belgium
December 10-December 10
ISBN: 978-1-4673-5164-5
Identifying personal, institutional or product names in a text is an important task for numerous applications. This paper describes a solution for the Consumer Products Contest organized at International Conference on Data Mining 2012. The goal of this competition is to determine the state-of-the-art methods to automatically recognize product mentions in a collection of web documents, and to correctly identify the product(s) that each product mention refers to from a large catalog of products. Our approach combines methods of information retrieval and problem specific heuristics.
Index Terms:
Dictionaries,Catalogs,Data mining,Consumer products,Consumer electronics,Automotive engineering,information retrieval,Named entity recognition,ICDM contest
Citation:
Olexandr Topchylo, "Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific Methods," icdmw, pp.872-873, 2012 IEEE 12th International Conference on Data Mining Workshops, 2012
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