Two birds with one stone: a graph-based framework for disambiguating and tagging people names in web search

Authors:
Lili Jiang;Jianyong Wang;Ning An;Shengyuan Wang;Jian Zhan;Lian Li
Affiliations:
Lanzhou University, Lanzhou, China;Tsinghua University, Beijing, China;Oracle Corporation, Nashua, NH, USA;Tsinghua University, Beijing, China;Tsinghua University, Beijing, China;Lanzhou University, Lanzhou, China
Venue:
Proceedings of the 18th international conference on World wide web
Year:
2009

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Abstract

The ever growing volume of Web data makes it increasingly challenging to accurately find relevant information about a specific person on the Web. To address the challenge caused by name ambiguity in Web people search, this paper explores a novel graph-based framework to both disambiguate and tag people entities in Web search results. Experimental results demonstrate the effectiveness of the proposed framework in tag discovery and name disambiguation.