DocumentCode
2550604
Title
Robust Disambiguation of Web-Based Personal Names
Author
Chen, Ying ; Martin, James ; Palmer, Martha
Author_Institution
Center for Comput. Language & Educ. Res., Univ. of Colorado at Boulder, Boulder, CO
fYear
2008
fDate
4-7 Aug. 2008
Firstpage
276
Lastpage
283
Abstract
Personal name ambiguity is common in the fast growing web resource. This paper explores robust features for web personal name disambiguation, which is totally unsupervised and is not limited to the given web corpus. The experiments show that the broad features not only can improve the performance, but also increase the robustness of a disambiguation system.
Keywords
information analysis; information resources; Web corpus; Web resource; Web-based personal names; disambiguation system; personal name ambiguity; robust disambiguation; Biographies; Citation analysis; Clustering algorithms; Data mining; Degradation; Feature extraction; Filters; Frequency; Robustness; Search engines; Personal Name disambiguation; information extraction;
fLanguage
English
Publisher
ieee
Conference_Titel
Semantic Computing, 2008 IEEE International Conference on
Conference_Location
Santa Clara, CA
Print_ISBN
978-0-7695-3279-0
Electronic_ISBN
978-0-7695-3279-0
Type
conf
DOI
10.1109/ICSC.2008.36
Filename
4597202
Link To Document