Knowledge Discovery Enhanced with Semantic and Social Information (Studies in Computational Intelligence)

ISBN 10: 3642426093 ISBN 13: 9783642426094

Edit� par Springer, 2014

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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 contributions emphasize the vision of the Web as a social medium.

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Titre : Knowledge Discovery Enhanced with Semantic ...
�diteur : Springer
Date d'�dition : 2014
Reliure : Couverture souple
Etat : New

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Knowledge Discovery Enhanced with Semantic and Social Information (eng)

Berendt, Bettina

Edit� par Springer, 2014

ISBN 10 : 3642426093 ISBN 13 : 9783642426094

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Knowledge Discovery Enhanced with Semantic and Social Information

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ISBN 10 : 3642426093 ISBN 13 : 9783642426094

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents latest results on knowledge discovery enhanced with semantic and social informationPrior Conceptual Knowledge in Machine Learning and Knowledge Discovery.- On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming.- A Kn. N� de r�f. du vendeur 5060356

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Knowledge Discovery Enhanced with Semantic and Social Information

Bettina Berendt (u. a.)

Edit� par Springer, 2014

ISBN 10 : 3642426093 ISBN 13 : 9783642426094

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Knowledge Discovery Enhanced with Semantic and Social Information

Bettina Berendt

Edit� par Springer Berlin Heidelberg Nov 2014, 2014

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 also on additional input provided by domain experts. There is less agreement on whether, when and how such input can and should be formalized as explicit prior knowledge.The six chapters in the first part of the book aim to investigate this aspect by addressing four different topics: inductive logic programming; the role of human users; investigations of fully automated methods for integrating background knowledge; the use of background knowledge for Web mining. The two chapters in the second part are motivated by the Web 2.0 (r)evolution and the increasingly strong role of user-generated content. The contributions emphasize the vision of the Web as a social medium for content and knowledge sharing. 160 pp. Englisch. N� de r�f. du vendeur 9783642426094

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Knowledge Discovery Enhanced with Semantic and Social Information

Bettina Berendt

Edit� par Springer Berlin Heidelberg, 2014

ISBN 10 : 3642426093 ISBN 13 : 9783642426094

Neuf Taschenbuch

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 also on additional input provided by domain experts. There is less agreement on whether, when and how such input can and should be formalized as explicit prior knowledge.The six chapters in the first part of the book aim to investigate this aspect by addressing four different topics: inductive logic programming; the role of human users; investigations of fully automated methods for integrating background knowledge; the use of background knowledge for Web mining. The two chapters in the second part are motivated by the Web 2.0 (r)evolution and the increasingly strong role of user-generated content. The contributions emphasize the vision of the Web as a social medium for content and knowledge sharing. N� de r�f. du vendeur 9783642426094

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Knowledge Discovery Enhanced with Semantic and Social Information

Bettina Berendt

Edit� par Springer, Springer Nov 2014, 2014

ISBN 10 : 3642426093 ISBN 13 : 9783642426094

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -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.- Web Mining 2.0.- Item Weighting Techniques for Collaborative Filtering.- Using Term-Matching Algorithms for the Annotation of Geo-services.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 160 pp. Englisch. N� de r�f. du vendeur 9783642426094

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