Data mining with ontologies [electronic resource] : implementations, findings, and frameworks / H�ector Oscar Nigro, Sandra Elizabeth Gonz�alez C�isaro, Daniel Hugo Xodo [editors].
Publication details: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008.Description: electronic texts (xx, 289 p. : ill., maps) : digital filesISBN:- 9781599046204 (ebook)
- 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
- 005.74 22
- QA76.9.D343 D39 2008e
- Also available in print.
eBooks
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.
Also available in print.
Mode of access: World Wide Web.
Title from PDF t.p. (viewed on Jun 5, 2010).