Data mining with ontologies implementations, findings, and frameworks /

• Corporate Author: IGI Global.
• Other Authors: Nigro, Héctor Oscar., González Císaro, Sandra Elizabeth., Xodo, Daniel Hugo.
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008.
• Subjects: 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
• Online Access: View fulltext via EzAccess

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...

Table of 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.