Machine learned ranking of entity facets

SIGIR 2010 Proceedings - 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

Volumn , Issue , 2010, Pages 879-880

  Van Zwol, Roelof ^a   Pueyo, Lluis Garcia ^a   Muralidharan, Mridul ^a   Sigurbjörnsson, Börkur ^a  

^a YAHOO RESEARCH   (United States)

Author keywords

Click feedback; GBDT; Ranking entity facets

Indexed keywords

BOOSTED DECISION TREES; CLICK FEEDBACK; CLICK-THROUGH RATE; CUMULATED GAIN; EMPIRICAL EVALUATIONS; FACETED SEARCH; FEEDBACK MODEL; GBDT; LINEAR COMBINATIONS; RANKING ENTITY FACETS; RANKING PERFORMANCE; TEST SETS;

DECISION TREES; RESEARCH; SEARCH ENGINES;

INFORMATION RETRIEVAL;

EID: 77956025254     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1835449.1835662     Document Type: Conference Paper

References (4)

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2. J. H. Friedman. Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29:1189-1232, 2001.
3. Y. Zhang and R. Jones. Comparing click logs and editorial labels for query rewriting. In Query Log Analysis: Social And Technological Challenges, 2007.
4. R. van Zwol, B. Sigurbjörnsson, et al. Faceted Exploration of Image Search Results. In WWW2010. Raleigh, NC, USA. 2010.