CIKM-2003 Paper Digest

Every paper, ordered by impact or potential impact. About CIKM 2003

IDPaperAuthors
1The Link Prediction Problem For Social Networks
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Highlight: We formalize this question as the link prediction problem, and develop approaches to link prediction based on measures the "proximity" of nodes in a network.
David Liben-Nowell; Jon Kleinberg;
2Efficient Query Evaluation Using A Two-level Retrieval Process
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Highlight: We present an efficient query evaluation method based on a two level approach: at the first level, our method iterates in parallel over query term postings and identifies candidate documents using an approximate evaluation taking into account only partial information on term occurrences and no query independent factors; at the second level, promising candidates are fully evaluated and their exact scores are computed.
Andrei Z. Broder; David Carmel; Michael Herscovici et al.
3Expertise Identification Using Email Communications
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Highlight: To find answers to these questions, two algorithms for determining expertise from email were compared: a content-based approach that takes account only of email text, and a graph-based ranking algorithm (HITS) that takes account both of text and communication patterns.
Christopher S. Campbell; Paul P. Maglio; Alex Cozzi et al.
4Time-based Language Models
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Highlight: We propose a time-based language model approach to retrieval for these queries.
Xiaoyan Li; W. Bruce Croft;
5Content-based Retrieval In Hybrid Peer-to-peer Networks
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Highlight: In this paper, we study the application of content-based resource selection and document retrieval to hybrid peer-to-peer networks.
Jie Lu; Jamie Callan;

About CIKM 2003