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» Citation data clustering for author name disambiguation
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JCDL
2004
ACM
105views Education» more  JCDL 2004»
13 years 10 months ago
Two supervised learning approaches for name disambiguation in author citations
Hui Han, C. Lee Giles, Hongyuan Zha, Cheng Li, Kos...
JCDL
2005
ACM
138views Education» more  JCDL 2005»
13 years 10 months ago
Comparative study of name disambiguation problem using a scalable blocking-based framework
In this paper, we consider the problem of ambiguous author names in bibliographic citations, and comparatively study alternative approaches to identify and correct such name varia...
Byung-Won On, Dongwon Lee, Jaewoo Kang, Prasenjit ...
WAIM
2001
Springer
13 years 9 months ago
Three-Tier Clustering: An Online Citation Clustering System
In this paper, we present an online citation entry clustering system based on three-tier clustering. The objective is to further process search results returned by bibliography dat...
Haifeng Jiang, Wenwu Lou, Wei Wang 0011
JCDL
2009
ACM
179views Education» more  JCDL 2009»
13 years 11 months ago
Disambiguating authors in academic publications using random forests
Users of digital libraries usually want to know the exact author or authors of an article. But different authors may share the same names, either as full names or as initials and...
Pucktada Treeratpituk, C. Lee Giles
ERCIMDL
2009
Springer
153views Education» more  ERCIMDL 2009»
13 years 11 months ago
SyGAR - A Synthetic Data Generator for Evaluating Name Disambiguation Methods
Name ambiguity in the context of bibliographic citations is one of the hardest problems currently faced by the digital library community. Several methods have been proposed in the ...
Anderson A. Ferreira, Marcos André Gon&cced...