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EACL
2006
ACL Anthology
15 years 1 months ago
Improving Probabilistic Latent Semantic Analysis with Principal Component Analysis
Probabilistic Latent Semantic Analysis (PLSA) models have been shown to provide a better model for capturing polysemy and synonymy than Latent Semantic Analysis (LSA). However, th...
Ayman Farahat, Francine Chen
CAISE
2003
Springer
15 years 5 months ago
Ontology Mapping through Analysis of Model Extension
The overall problem addressed in this paper is to improve semantic interoperability in heterogeneous systems. Normally, the semantics of data is carried by ontology (concept model)...
Xiaomeng Su, Terje Brasethvik, Sari Hakkarainen
DEXA
1998
Springer
105views Database» more  DEXA 1998»
15 years 4 months ago
Semantic Based Schema Analysis
: Semantic similarity between schema elements is greatly influenced by the context in which the elements are defined and compared. This paper emphasizes on the role of context in e...
Nayyer Masood, Barry Eaglestone
JOI
2010
130views more  JOI 2010»
14 years 10 months ago
Diffusion of latent semantic analysis as a research tool: A social network analysis approach
Latent Semantic Analysis (LSA) is a relatively new research tool with a wide range of applications in different fields ranging from discourse analysis to cognitive science, from i...
Yasar Tonta, Hamid R. Darvish
HICSS
2007
IEEE
164views Biometrics» more  HICSS 2007»
15 years 6 months ago
The Social Structure of Tagging Internet Video on del.icio.us
Abstract— The ability to tag resources with uncontrolled metadata or “folksonomies” is often characterized as one of the central features of “Web 2.0” applications. Folks...
John C. Paolillo, Shashikant Penumarthy