Mining Information for Instance Unification

Autor:	Hamish Cunningham, Niraj Aswani, Kalina Bontcheva
Rok vydání:	2006
Předmět:	Information retrieval Web mining Unification business.industry Computer science Ontology The Internet Ontology (information science) business Digital library Object (computer science) Semantic Web
Zdroj:	Lecture Notes in Computer Science ISBN: 9783540490296 International Semantic Web Conference
Popis:	Instance unification determines whether two instances in an ontology refer to the same object in the real world. More specifically, this paper addresses the instance unification problem for person names. The approach combines the use of citation information (i.e., abstract, initials, titles and co-authorship information) with web mining, in order to gather additional evidence for the instance unification algorithm. The method is evaluated on two datasets – one from the BT digital library and one used in previous work on name disambiguation. The results show that the information mined from the web contributes substantially towards the successful handling of highly ambiguous cases which lowered the performance of previous methods.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::46d5cbd1be7625e8467bbbd6d0dadfc2 https://doi.org/10.1007/11926078_24 Zobrazit plný text záznamu