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Data mining with ontologies : implementations, findings, and frameworks

Author: Héctor Oscar Nigro; Sandra Elizabeth González Císaro; Daniel Hugo Xodo; IGI Global.
Publisher: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), ©2008.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book provides a comprehensive set of methodologies and tools for the development of ontological foundations for data mining in diverse domains ranging from biomedicine to marketing. Forming a benchmark reference for future efforts to enhance capabilities in ontology utilization and design, this Premier Reference Source will be an invaluable addition to libraries worldwide.
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Additional Physical Format: Print version:
Data mining with ontologies.
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), ©2008
(DLC) 2007007283
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Héctor Oscar Nigro; Sandra Elizabeth González Císaro; Daniel Hugo Xodo; IGI Global.
ISBN: 9781599046204 1599046202
OCLC Number: 707611660
Notes: Title from PDF title page (viewed Jun 5, 2010).
Description: 1 online resource (electronic texts (xx, 289 pages : illustrations, maps))
Contents: 1. TODE: an ontology-based model for the dynamic population of web directories / Sofia Stamou, Alexandros Ntoulas, Dimitris Christodoulakis --
2. Raising, to enhance rule mining in web marketing with the use of an ontology / Xuan Zhou, James Geller --
3. Web usage mining for ontology management / Brigitte Trousse, Marie-Aude Aufaure, Bénédicte Le Grand, Yves Lechevallier, Florent Masseglia --
4. SOM-based clustering of multilingual documents using an ontology / Minh Pham, Delphine Bernhard, Gayo Diallo, Radja Messai, Michel Simonet --
5. Ontology-based interpretation and validation of mined knowledge / Ana Canhoto --
6. Data integration through protein ontology / Amandeep Sidhu, Tharam Dillon, Elizabeth Chang --
7. TtoO: mining a thesaurus and texts to build and update a domain ontology / Josiane Mothe, Nathalie Hernandez --
8. Evaluating the construction of domain ontologies for recommender systems based on texts / Stanley Loh, Daniel Lichtnow, Thyago Borges, Gustavo Piltcher --
9. Enhancing the process of knowledge discovery in geographic databases using geo-ontologies / Vania Bogorny, Paulo Engel, Luis Alavares --
10. Ontology-based construction of grid data mining workflows / Peter Brezany, Ivan Janciak, A Min Tjoa --
11. Ontology-based data warehousing and mining approaches in petroleum industries / Shastri Nimmagadda, Heinz Dreher --
12. A framework for integrating ontologies and pattern-bases / Evangelos Kotsifakos, Gerasimos Marketos, Yannis Theodoridis.
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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