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Semantic data mining : an ontology-based approach /
"Ontologies are now increasingly used to integrate, and organize data and knowledge, particularly in data and knowledge-intensive applications in both research and industry. The book is devoted to semantic data mining--a data mining approach where domain ontologies are used as background knowle...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified] :
IOS Press,
2017.
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| Colección: | Studies on the Semantic Web ;
v. 029. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Title Page; Contents; Preface; Part I. Introduction; Chapter 1. Introduction to Semantic Data Mining and Ontologies; Part II. Background; Chapter 2. Ontology Representation Languages; Chapter 3. Data Mining as Search; Part III. Methods; Chapter 4. Pattern Mining; Chapter 5. Classification; Chapter 6. Clustering and Similarity-Based Methods; Chapter 7. Dealing With Open World Assumption; Part IV. Applications; Chapter 8. Knowledge Graph Refinement; Chapter 9. Semantic Categorization of Query Results for Exploratory Search; Chapter 10. Semantic Meta-Mining; Bibliography.