Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific Methods
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
Olexandr Topchylo, "Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific Methods", ICDMW, 2012, 2013 IEEE 13th International Conference on Data Mining Workshops, 2013 IEEE 13th International Conference on Data Mining Workshops 2012, pp. 872-873, doi:10.1109/ICDMW.2012.60