Web data mining : exploring hyperlinks, contents, and usage data
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin :
Springer ,
c2011
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| Edition: | 2nd ed. |
| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Association rules and sequential patterns
- 3. Supervised learning
- 4. Unsupervised learning
- 5. Partially supervised learning
- 6. Information retrieval and web search
- 7. Social network analysis
- 8. Web crawling
- 9. Structured data extraction : wrapper generation
- 10. Information integration
- 11. Opinion mining and sentiment analysis
- 12. Web usage mining