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Data mining with ontologies : implementations, findings, and frameworks

Author: Héctor Oscar Nigro; Sandra Elizabeth González Císaro; Daniel Hugo Xodo
Publisher: Hershey, PA : Information Science Reference, ©2008.
Series: Premier reference source.
Edition/Format:   Print book   Computer File : EnglishView all editions and formats
Database:WorldCat
Summary:
"Prior knowledge in data mining is helpful for selecting suitable data and mining techniques, pruning the space of hypothesis, representing the output in a comprehensible way, and improving the overall method. This book examines methodologies and research for the development of ontological foundations for data mining to enhance the ability of ontology utilization and design"--Provided by publisher.
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Additional Physical Format: Online version:
Data mining with ontologies.
Hershey, PA : Information Science Reference, ©2008
(OCoLC)607814343
Online version:
Data mining with ontologies.
Hershey, PA : Information Science Reference, ©2008
(OCoLC)608021594
Material Type: Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: Héctor Oscar Nigro; Sandra Elizabeth González Císaro; Daniel Hugo Xodo
ISBN: 9781599046181 1599046180 9781599046204 1599046202
OCLC Number: 85018974
Description: xx, 289 pages : illustrations, maps ; 29 cm.
Contents: TODE / Sofia Stamou, Alexandros Ntoulas and Dimitris Christodoulakis --
Raising, to enhance rule mining in web marketing with the use of an ontology / Xuan Zhou and James Geller --
Web usage mining for ontology management / Brigitte Trousse [and others] --
SOM-based clustering of multilingual documents using an ontology / Minh Hai Pham [and others] --
Ontololgy-based interpretation and validation of mined knowledge / Ana Isabel Canhoto --
Data integration through protein ontology / Amandeep S. Sidhu, Tharam S. Dillon, and Elizabeth Chang --
TtoO / Josiane Mothe and Nathalie Hernandez --
Evaluating the construction of domain ontologies for recommender systems based on texts / Stanley Loh [and others] --
Enhancing the process of knowledge discovery in geographic databases using geo-ontologies / Vania Bogorny, Paulo Martins Engels and Luis Otavio Alvares --
Ontology-based construction of grid data mining workflows / Peter Brezany, Ivan Janciak and A. Min Thjoa --
Ontology-based data warehousing and mining approaches in petroleum industries / Shastri L. Nimmagadda and Heinz Breher --
Frameworks for integrating ontologies and pattern-bases / Evangelos Kotsifakos, Gerasimos Maraketox and Yannis Theodoridis.
Series Title: Premier reference source.
Responsibility: Héctor Oscar Nigro, Sandra Elizabeth González Císaro, Daniel Hugo Xodo [editors].
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Abstract:

Examines methodologies and research for the development of ontological foundations for data mining.  Read more...

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