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Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications

Gespeichert in:

Personen und Körperschaften: Berthold, Michael (VerfasserIn), Berthold, Michael R. (HerausgeberIn)
Titel: Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications/ edited by Michael R. Berthold
Format: E-Book
Sprache: Englisch
veröffentlicht:
Berlin, Heidelberg Springer Berlin Heidelberg 2012
Gesamtaufnahme: SpringerLink
Lecture notes in computer science ; 7250
Schlagwörter:
Verfügbar auch als: Druck-Ausgabe Berthold, Michael, 1966 - , Bisociative knowledge discovery, Heidelberg [u.a.] : Springer, 2012, IX, 483 S.
Weitere Ausgaben: Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications
Quelle: Verbunddaten SWB
Lizenzfreie Online-Ressourcen
Zugangsinformationen: Elektronischer Volltext - Campuslizenz
Details
Zusammenfassung: Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied originates from one domain. The focus of this book, and the BISON project from which the contributions originate, is a network-based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of seeking well-defined global or local patterns, the aim was to find domain-bridging associations. These are particularly interesting if they are sparse and have not been encountered before. The 32 contributions presented in this state-of-the-art survey, together with a detailed introduction to the book, are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.
Umfang: Online-Ressource (IX, 485 p. 146 illus, digital)
ISBN: 9783642318306
DOI: 10.1007/978-3-642-31830-6
Zugang: Open Access