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» On Granular Knowledge Structures
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134
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ICML
2009
IEEE
16 years 4 months ago
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We incorporate such domain knowledg...
David Andrzejewski, Xiaojin Zhu, Mark Craven
124
Voted
ICDM
2007
IEEE
140views Data Mining» more  ICDM 2007»
15 years 10 months ago
Finding Cohesive Clusters for Analyzing Knowledge Communities
Documents and authors can be clustered into “knowledge communities” based on the overlap in the papers they cite. We introduce a new clustering algorithm, Streemer, which fin...
Vasileios Kandylas, S. Phineas Upham, Lyle H. Unga...
122
Voted
EGOV
2003
Springer
15 years 8 months ago
Intelligent Agent-Based Expert Interactions in a Knowledge Management Portal
The goal of the Structural Fund Project Knowledge Portal is to support organizations and individuals involved in the SF project proposal development processes to achieve the highes...
Witold Staniszkis, Eliza Staniszkis
107
Voted
ICAIL
1999
ACM
15 years 7 months ago
Integrating discourse and domain knowledge for document drafting
Document drafting is a key component of legal expertise. E ective legal document drafting requires knowledge both of legal domain knowledge and of the structure of legal discourse...
Karl Branting, Charles B. Callaway, Bradford W. Mo...
VLDB
1993
ACM
121views Database» more  VLDB 1993»
15 years 7 months ago
Integrity Constraint and Rule Maintenance in Temporal Deductive Knowledge Bases
The enforcement of semantic integrity constraints in data and knowledge bases constitutea a major performance bottleneck. Integrity constraint simplification methods aim at reduci...
Dimitris Plexousakis