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» Citation Author Topic Model in Expert Search
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COLING
2010
12 years 11 months ago
Citation Author Topic Model in Expert Search
This paper proposes a novel topic model, Citation-Author-Topic (CAT) model that addresses a semantic search task we define as expert search
Yuancheng Tu, Nikhil Johri, Dan Roth, Julia Hocken...
ERCIMDL
2008
Springer
181views Education» more  ERCIMDL 2008»
13 years 6 months ago
Author Name Disambiguation for Citations Using Topic and Web Correlation
Abstract. Today, bibliographic digital libraries play an important role in helping members of academic community search for novel research. In particular, author disambiguation for...
Kai-Hsiang Yang, Hsin-Tsung Peng, Jian-Yi Jiang, H...
CIKM
2010
Springer
13 years 3 months ago
Who should I cite: learning literature search models from citation behavior
Scientists depend on literature search to find prior work that is relevant to their research ideas. We introduce a retrieval model for literature search that incorporates a wide ...
Steven Bethard, Dan Jurafsky
CLEF
2010
Springer
13 years 5 months ago
HITS and Misses: Combining BM25 with HITS for Expert Search
Abstract. This paper describes the participation of Dublin City University in the CriES (Cross-Lingual Expert Search) pilot challenge. To realize expert search, we combine traditio...
Johannes Leveling, Gareth J. F. Jones
SDM
2012
SIAM
282views Data Mining» more  SDM 2012»
11 years 7 months ago
Citation Prediction in Heterogeneous Bibliographic Networks
To reveal information hiding in link space of bibliographical networks, link analysis has been studied from different perspectives in recent years. In this paper, we address a no...
Xiao Yu, Quanquan Gu, Mianwei Zhou, Jiawei Han