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» Document Retrieval using a Probabilistic Knowledge Model
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BMCBI
2007
146views more  BMCBI 2007»
13 years 6 months ago
PubMed related articles: a probabilistic topic-based model for content similarity
Background: We present a probabilistic topic-based model for content similarity called pmra that underlies the related article search feature in PubMed. Whether or not a document ...
Jimmy J. Lin, W. John Wilbur
ADMA
2008
Springer
240views Data Mining» more  ADMA 2008»
14 years 1 months ago
Automatic Web Tagging and Person Tagging Using Language Models
Abstract. Social bookmarking has become an important web2.0 application recently, which is concerned with the dual user behavior to search - tagging. Although social bookmarking we...
Qiaozhu Mei, Yi Zhang
ETS
2002
IEEE
144views Hardware» more  ETS 2002»
13 years 6 months ago
Creating Shared Knowledge: Instructional Knowledge Management Systems
Document management, information management, and knowledge management are three processes of an instructional knowledge management system (IKMS) that require different ways of thi...
Gerald S. Edmonds, Rob Pusch
ICSM
2000
IEEE
13 years 11 months ago
Information Retrieval Models for Recovering Traceability Links between Code and Documentation
The research described in this paper is concerned with the application of information retrieval to software maintenance, and in particular to the problem of recovering traceabilit...
Giuliano Antoniol, Gerardo Canfora, Gerardo Casazz...
CORR
2011
Springer
173views Education» more  CORR 2011»
13 years 1 months ago
Probability Based Clustering for Document and User Properties
Information Retrieval systems can be improved by exploiting context information such as user and document features. This article presents a model based on overlapping probabilistic...
Thomas Mandl, Christa Womser-Hacker