Reducing Uncertainty of Probabilistic Top-k Ranking via Pairwise Crowdsourcing.
Xin LinJianliang XuHaibo HuZhe FanPublished in: ICDE (2018)
Keyphrases
- pairwise
- uncertain data
- uncertain data streams
- pairwise comparisons
- probabilistic xml
- pairwise classification
- pairwise comparison
- ranking list
- probability theory
- ranking algorithm
- result set
- probability measures
- keyword search in relational databases
- handling uncertainty
- link analysis
- user feedback
- probabilistic model
- query processing
- label ranking
- probabilistic knowledge
- learning to rank
- conditional probabilities
- user defined
- generative model
- markov random field
- multi class
- bayesian networks
- decision theory
- higher order
- web search
- similarity measure
- belief functions
- scoring functions
- ranking functions
- loss function
- probabilistic reasoning
- ranked list
- belief networks
- keyword search
- point sets
- graphical models
- semi supervised