Formulating Semantics of Probabilistic Argumentation by Characterizing Subgraphs: Theory and Empirical Results.
Beishui LiaoKang XuHuaxin HuangPublished in: CoRR (2016)
Keyphrases
- abstract argumentation frameworks
- abstract argumentation
- argumentation semantics
- general theory
- argumentation frameworks
- argumentation theory
- argumentation systems
- desirable properties
- defeasible reasoning
- theoretical analysis
- formal semantics
- theoretical framework
- information theoretic
- logic programming
- data structure
- probabilistic reasoning
- probability theory
- statistical learning theory
- grounded semantics
- logical framework
- decision theory
- generative model
- probabilistic model
- uncertain data
- evidential reasoning
- decision problems
- probabilistic knowledge
- semantic information
- practical reasoning
- algebraic structure
- proof theory
- relational databases
- bayesian networks
- logical theories
- machine learning