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· 제목 : Learning to Rank for Information Retrieval (Hardcover)
· 분류 : 외국도서 > 컴퓨터 > 시스템 관리 > 저장/검색
· ISBN : 9783642142666
· 쪽수 : 285쪽
· 출판일 : 2011-05-06
· 분류 : 외국도서 > 컴퓨터 > 시스템 관리 > 저장/검색
· ISBN : 9783642142666
· 쪽수 : 285쪽
· 출판일 : 2011-05-06
목차
1. Ranking in IR.- 2. Learning to Rank for IR.- 3. Regression/Classification: Conventional ML Approach to Learning to Rank.- 4. Ordinal Regression: A Pointwise Approach to Learning to Rank.- 5. Preference Learning: A Pairwise Approach to Learning to Rank.- 6. Listwise Ranking: A Listwise APproach to Learning to Rank.- 7. Advanced Topics.- 8. LETOR: A Benchmark Dataset for Learning to Rank.- 9. SUmmary and Outlook.
