Hypothesis testing with incomplete relevance judgments.
Ben CarteretteMark D. SmuckerPublished in: CIKM (2007)
Keyphrases
- hypothesis testing
- relevance judgments
- test collection
- average precision
- web search engines
- relevance feedback
- retrieval effectiveness
- learning to rank
- retrieval systems
- user feedback
- likelihood ratio
- ranking functions
- relevant documents
- evaluation measures
- statistical tests
- evaluation metrics
- information retrieval
- hypothesis tests
- search engine
- retrieval model
- document collections
- supervised learning
- loss function
- user interaction
- query expansion
- language model
- upper bound
- lower bound
- reinforcement learning
- multimedia
- test statistic