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Knowledge discovery enhanced with semantic and social information

Author: Bettina Berendt
Publisher: Berlin : Springer, ©2009.
Series: Studies in computational intelligence, v. 220.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:
This book is a showcase of recent advances in knowledge discovery enhanced with semantic and social information. It includes eight contributed chapters that grew out of two joint workshops at ECML/PKDD 2007. There is general agreement that the effectiveness of Machine Learning and Knowledge Discovery output strongly depends not only on the quality of source data and the sophistication of learning algorithms, but  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
Knowledge discovery enhanced with semantic and social information.
Berlin ; Heidelberg : Springer, ©2009
(OCoLC)401159224
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Bettina Berendt
ISBN: 9783642018916 3642018912
OCLC Number: 437346625
Description: 1 online resource (x, 143 pages) : illustrations (some color).
Contents: Part I Prior Conceptual Knowledge in Machine Learning and Knowledge Discovery --
On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming --
A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery --
A study of the SEMINTEC approach to frequent pattern mining --
Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages --
The Ex Project: Web Information Extraction using Extraction Ontologies --
Dealing with Background Knowledge in the SEWEBAR Project --
Part II Web Mining 2.0 --
Item Weighting Techniques for Collaborative Filtering --
Using Term-matching Algorithms for the Annotation of Geo-services.
Series Title: Studies in computational intelligence, v. 220.
Responsibility: Bettina Berendt [and others] (eds.).
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Abstract:

This book is showcases recent advances in knowledge discovery enhanced with semantic and social information. It includes eight chapters that grew out of joint workshops at ECML/PKDD 2007. The  Read more...

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