Reducing Uncertainty of Probabilistic Top-k Ranking via Pairwise Crowdsourcing.
Xin LinJianliang XuHaibo HuZhe FanPublished in: IEEE Trans. Knowl. Data Eng. (2017)
Keyphrases
- pairwise
- uncertain data
- uncertain data streams
- pairwise comparisons
- probabilistic xml
- pairwise classification
- ranking list
- user feedback
- ranking algorithm
- pairwise comparison
- probability theory
- query processing
- bayesian networks
- web search
- multi class
- scoring functions
- probability measures
- scoring function
- decision theory
- learning to rank
- probabilistic model
- conditional probabilities
- handling uncertainty
- markov random field
- loss function
- link analysis
- pairwise interactions
- higher order
- multiattribute utility
- similarity measure
- preference learning
- ranking functions
- frequent patterns
- user defined
- semi supervised
- probabilistic logic
- point sets
- data streams
- similarity function