| Description |
1 online resource (2 volumes) : illustrations |
| Series |
IGI Global research collection
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| Contents |
Vol. 1. Section 1. Document Preprocessing -- 1. On Document Representation and Term Weights in Text Classification -- 2. Deriving Document Keyphrases for Text Mining -- 3. Intelligent Text Mining: Putting Evolutionary Methods and Language Technologies Together |
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Section 2. Classification and Clustering -- 4. Automatic Syllabus Classification Using Support Vector Machines -- 5. Partially Supervised Text Categorization -- 6. Image Classification and Retrieval with Mining Technologies -- 7. Improving Techniques for Naïve Bayes Text Classifiers -- 8. Using the Text Categorization Framework for Protein Classification -- 9. Featureless Data Clustering -- 10. Swarm Intelligence in Text Document Clustering -- 11. Some Efficient and Fast Approaches to Document Clustering -- 12. SOM-Based Clustering of Textual Documents Using WordNet -- 13. A Multi-Agent Neural Network System for Web Text Mining |
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Section 3. Database, Ontology, and the Web -- 14. Frequent Mining on XML Documents -- 15. The Process and Application of XML Data Mining -- 16. Approximate Range Querying over Sliding Windows -- 17. Slicing and Dicing a Linguistic Data Cube -- 18. Discovering Personalized Novel Knowledge from Text -- 19. Untangling BioOntologies for Mining Biomedical Information -- 20. Thesaurus-Based Automatic Indexing -- 21. Concept-Based Text Mining -- 22. Statistical Methods for User Profiling in Web Usage Mining -- 23. Web Mining to Identify People of Similar Background -- 24. Hyperlink Structure Inspired by Web Usage -- 25. Designing and Mining Web Applications: A Conceptual Modeling Approach |
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Vol. 2. -- 26. Web Usage Mining for Ontology Management -- 27. A Lattice-Based Framework for Interactively and Incrementally Mining Web Traversal Patterns -- 28. Privacy-Preserving Data Mining on the Web: Foundations and Techniques |
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Section 4. Information Retrieval and Extraction -- 29. Automatic Reference Tracking -- 30. Determination of Unithood and Termhood for Term Recognition -- 31. Retrieving Non-Latin Information in a Latin Web: The Case of Greek -- 32. Latent Semantic Analysis and Beyond -- 33. Question Answering Using Word Associations -- 34. The Scent of a Newsgroup: Providing Personalized Access to Usenet Sites through Web Mining |
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Section 5. Application and Survey -- 35. Text Mining in Program Code -- 36. A Study of Friendship Networks and Blogosphere -- 37. An HL7-Aware Decision Support System for E-Health -- 38. Multitarget Classifiers for Mining in Bioinformatics -- 39. Current Issues and Future Analysis in Text Mining for Information Security Applications -- 40. Collaborative Filtering Based Recommendation Systems -- 41. Performance Evaluation Measures for Text Mining -- 42. Text Mining in Bioinformatics: Research and Application -- 43. Literature Review in Computational Linguistics Issues in the Developing Field of Consumer Informatics: Finding the Right Information for Consumer's Health Information Need -- 44. A Survey of Selected Software Technologies for Text Mining -- 45. Application of Text Mining Methodologies to Health Insurance Schedules -- 46. Web Mining System for Mobile-Phone Marketing -- 47. Web Service Architectures for Text Mining: An Exploration of the Issues via an E-Science Demonstrator |
| Summary |
"This handbook presents recent advances and surveys of applications in text and web mining of interests to researchers and end-users"--Publisher's description |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
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Print version record |
| Subject |
Data mining -- Handbooks, manuals, etc
|
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Web databases -- Handbooks, manuals, etc
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COMPUTERS -- Data Processing.
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Data mining
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Web databases
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| Genre/Form |
handbooks.
|
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Handbooks and manuals
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Handbooks and manuals.
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Guides et manuels.
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| Form |
Electronic book
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| Author |
Song, Min, 1969-
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Wu, Yi-Fang, 1970-
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| ISBN |
9781599049915 |
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1599049910 |
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9786611787646 |
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661178764X |
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1281787647 |
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9781281787644 |
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