Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data

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· 제목 : Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Paperback, 2, Second 2011)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9783642268915
· 쪽수 : 624쪽
· 출판일 : 2013-08-03

1. Introduction.- Part I: Data Mining Foundations.- 2. Association Rules and Sequential Patterns.- 3. Supervised Learning.- 4. Unsupervised Learning.- 5. Partially Supervised Learning.- Part II: Web Mining.- 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.