Data mining with ontologies: implementations, findings, and frameworks
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...
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| Other Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hershey ; New York
Information Science Reference
[2008]
|
| Series: | Premier reference source
|
| Subjects: | |
| Online Access: | DE-706 DE-1049 DE-898 DE-1050 DE-83 Volltext |
| 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 |
| Item Description: | Includes bibliographical references (p. 256-277) and index |
| Physical Description: | 1 Online-Ressource (xx, 289 Seiten) Illustrationen |
| ISBN: | 9781599046204 |
Staff View
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| 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, 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 |
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| discipline | Informatik |
| format | Electronic eBook |
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| spelling | Data mining with ontologies implementations, findings, and frameworks Héctor Oscar Nigro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Sandra Elizabeth González Císaro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Daniel Hugo Xodo (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina) Hershey ; New York Information Science Reference [2008] © 2008 1 Online-Ressource (xx, 289 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Premier reference source 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 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 Data mining Ontologies (Information retrieval) Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Mining (DE-588)4428654-5 s Ontologie Wissensverarbeitung (DE-588)4827894-4 s DE-604 Nigro, Héctor Oscar edt González Císaro, Sandra Elizabeth edt Xodo, Daniel Hugo edt Erscheint auch als Druck-Ausgabe 978-1-59904-618-1 Erscheint auch als Druck-Ausgabe 1-59904-618-0 Erscheint auch als Druck-Ausgabe 978-1-61692-657-1 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-618-1 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Data mining with ontologies implementations, findings, and frameworks 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 Data mining Ontologies (Information retrieval) Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4827894-4 (DE-588)4428654-5 (DE-588)4143413-4 |
| title | Data mining with ontologies implementations, findings, and frameworks |
| title_auth | Data mining with ontologies implementations, findings, and frameworks |
| title_exact_search | Data mining with ontologies implementations, findings, and frameworks |
| title_full | Data mining with ontologies implementations, findings, and frameworks Héctor Oscar Nigro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Sandra Elizabeth González Císaro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Daniel Hugo Xodo (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina) |
| title_fullStr | Data mining with ontologies implementations, findings, and frameworks Héctor Oscar Nigro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Sandra Elizabeth González Císaro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Daniel Hugo Xodo (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina) |
| title_full_unstemmed | Data mining with ontologies implementations, findings, and frameworks Héctor Oscar Nigro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Sandra Elizabeth González Císaro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Daniel Hugo Xodo (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina) |
| title_short | Data mining with ontologies |
| title_sort | data mining with ontologies implementations findings and frameworks |
| title_sub | implementations, findings, and frameworks |
| topic | Data mining Ontologies (Information retrieval) Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Data mining Ontologies (Information retrieval) Ontologie Wissensverarbeitung Data Mining Aufsatzsammlung |
| url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-618-1 |
| work_keys_str_mv | AT nigrohectoroscar dataminingwithontologiesimplementationsfindingsandframeworks AT gonzalezcisarosandraelizabeth dataminingwithontologiesimplementationsfindingsandframeworks AT xododanielhugo dataminingwithontologiesimplementationsfindingsandframeworks |