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Title:An insight into Vector Space Modeling and Language Modeling
Author(s):Lu, Kun
Subject(s):Vector Space Model
Language Model
Relationship
information retrieval
Abstract:The Vector Space Model (VSM) and the Language Model (LM) are the most popular information retrieval models currently. They provide different ways to represent documents and queries, as well as different means to evaluate documents against queries.At the first glance, the two models take quite different perspectives and use very different mathematical tools.However, they are actually closely related. The current study analyzed their relationship, compared their weighting schemes and revealed their connections.
Issue Date:2013-02
Publisher:iSchool
Citation Info:Lu, K. (2013), An Insight Into Vector Space Modeling and Language Modeling. iConference 2013 Proceedings (pp. 717-721). doi:10.9776/13332
Genre:Conference Poster
Type:Text
Language:English
URI:http://hdl.handle.net/2142/42043
DOI:10.9776/13332
Publication Status:published or submitted for publication
Peer Reviewed:is peer reviewed
Rights Information:Copyright © 2013 is held by the authors. Copyright permissions, when appropriate, must be obtained directly from the authors.
Date Available in IDEALS:2013-02-02


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