Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific Methods
2012 IEEE 12th International Conference on Data Mining Workshops (2012)
Brussels, Belgium Belgium
Dec. 10, 2012 to Dec. 10, 2012
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDMW.2012.60
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.
Dictionaries, Catalogs, Data mining, Consumer products, Consumer electronics, Automotive engineering, information retrieval, Named entity recognition, ICDM contest
O. Topchylo, "Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific Methods," 2012 IEEE 12th International Conference on Data Mining Workshops(ICDMW), Brussels, Belgium Belgium, 2012, pp. 872-873.