Who Is It? Context Sensitive Named Entity and Instance Recognition by Means of Wikipedia
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
ALLRIGHT: automatic ontology instantiation from tabular web documents
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
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An important precondition for the Semantic Web is to identify and annotate entities, their names, and their descriptions in the Web. In particular, the Web contains numerous Web pages describing various entities. In this paper we present a method for unsupervised generation of identities (i.e. product names) based on a set of concept instance describing Web pages. We exploit the redundancy of descriptions by statistical classification methods. We conducted an elaborated evaluation in order to identify the appropriate classification criteria and validated our system on two popular example domains. The result is a system for generating names which shows an F-Measure of 0.9 in our experiments.