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" Data mining with ontologies : "
Héctor Oscar Nigro, Sandra Elizabeth González Císaro, Daniel Hugo Xodo [editors].
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BL
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| Record Number
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1014276
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| Doc. No
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b768646
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| Title & Author
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Data mining with ontologies : : implementations, findings, and frameworks /\ Héctor Oscar Nigro, Sandra Elizabeth González Císaro, Daniel Hugo Xodo [editors].
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| Publication Statement
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Hershey, PA :: Information Science Reference,, ©2008.
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| Series Statement
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Premier reference source
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| Page. NO
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xx, 289 pages :: illustrations, maps ;; 29 cm.
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| ISBN
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1599046180
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: 1599046202
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: 9781599046181
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: 9781599046204
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| Bibliographies/Indexes
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Includes bibliographical references (pages 256-277) and index.
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| Contents
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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.
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| Abstract
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"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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| Subject
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Data mining.
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Ontologies (Information retrieval)
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Exploration de données (Informatique)
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Ontologies (Recherche de l'information)
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Data mining.
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Ontologies (Information retrieval)
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Datamining.
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Information storage and retrieval.
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Ontologieën (informatiewetenschap)
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| Dewey Classification
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005.74
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| LC Classification
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QA76.9.D343D39 2008
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| NLM classification
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54.72bcl
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| Added Entry
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González Císaro, Sandra Elizabeth.
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Nigro, Héctor Oscar.
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Xodo, Daniel Hugo.
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