Data mining with ontologies implementations, findings, and frameworks / [electronic resource] : H�ector Oscar Nigro, Sandra Elizabeth Gonz�alez C�isaro, Daniel Hugo Xodo [editors]. - Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008. - electronic texts (xx, 289 p. : ill., maps) : digital files.

Includes bibliographical references (p. 256-277) and index.

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, B�en�edicte 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.

Restricted to subscribers or individual electronic text purchasers.

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.




Mode of access: World Wide Web.

9781599046204 (ebook)

10.4018/978-1-59904-618-1 doi




Data mining.
Ontologies (Information retrieval)

Biomedical Data Mining Construction of Domain Ontologies Data Integration Through Protein Ontology Domain Ontologies Dynamic Population of Web Directories Geo-Ontologies Grid Data Mining Workflows Integrating Ontologies and Pattern-Bases Knowledge Discovery in Geographic Databases Normative and Cognitive Factors in Data Mining Ontology-Based Construction Ontology-Based Data Warehousing and Mining Ontology Management Recommender Systems Rule Mining in Web Marketing SOM-Based Clustering of Multilingual Documents TODE: An Ontology-Based Model Web Usage Mining


Electronic books.

QA76.9.D343 / D39 2008e

005.74