FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201750412> ?p ?o ?g. }

• W3201750412 abstract "We introduce SMProbLog, a generalization of the probabilistic logic programming language ProbLog. A ProbLog program defines a distribution over logic programs by specifying for each clause the probability that it belongs to a randomly sampled program, and these probabilities are mutually independent. The semantics of ProbLog is given by the success probability of a query, which corresponds to the probability that the query succeeds in a randomly sampled program. It is well-defined when each random sample uniquely determines the truth values of all logical atoms. Argumentation problems, however, represent an interesting practical application where this is not always the case. SMProbLog generalizes the semantics of ProbLog to the setting where multiple truth assignments are possible for a randomly sampled program, and implements the corresponding algorithms for both inference and learning tasks. We then show how this novel framework can be used to reason about probabilistic argumentation problems. Therefore, the key contribution of this paper are: a more general semantics for ProbLog programs, its implementation into a probabilistic programming framework for both inference and parameter learning, and a novel approach to probabilistic argumentation problems based on such framework." @default.
• W3201750412 created "2021-10-11" @default.
• W3201750412 creator A5002459496 @default.
• W3201750412 creator A5023203721 @default.
• W3201750412 creator A5078136609 @default.
• W3201750412 date "2021-10-05" @default.
• W3201750412 modified "2023-09-25" @default.
• W3201750412 title "SMProbLog: Stable Model Semantics in ProbLog and its Applications in Argumentation." @default.
• W3201750412 cites W1215345351 @default.
• W3201750412 cites W1410173981 @default.
• W3201750412 cites W1523879902 @default.
• W3201750412 cites W1589170163 @default.
• W3201750412 cites W1672891595 @default.
• W3201750412 cites W1772815481 @default.
• W3201750412 cites W1824971879 @default.
• W3201750412 cites W1940586415 @default.
• W3201750412 cites W1968513265 @default.
• W3201750412 cites W2052451171 @default.
• W3201750412 cites W2076698873 @default.
• W3201750412 cites W2078438690 @default.
• W3201750412 cites W2091124158 @default.
• W3201750412 cites W2100145144 @default.
• W3201750412 cites W2104126268 @default.
• W3201750412 cites W2128770734 @default.
• W3201750412 cites W2160547131 @default.
• W3201750412 cites W2161403060 @default.
• W3201750412 cites W2168915233 @default.
• W3201750412 cites W2219393274 @default.
• W3201750412 cites W2283046353 @default.
• W3201750412 cites W2283350629 @default.
• W3201750412 cites W2396017556 @default.
• W3201750412 cites W2540354435 @default.
• W3201750412 cites W2573551278 @default.
• W3201750412 cites W2584623985 @default.
• W3201750412 cites W269366713 @default.
• W3201750412 cites W2742006930 @default.
• W3201750412 cites W2788809090 @default.
• W3201750412 cites W28385484 @default.
• W3201750412 cites W2962682655 @default.
• W3201750412 cites W2984454988 @default.
• W3201750412 cites W2995415950 @default.
• W3201750412 cites W3046351754 @default.
• W3201750412 cites W5450866 @default.
• W3201750412 hasPublicationYear "2021" @default.
• W3201750412 type Work @default.
• W3201750412 sameAs 3201750412 @default.
• W3201750412 citedByCount "0" @default.
• W3201750412 crossrefType "posted-content" @default.
• W3201750412 hasAuthorship W3201750412A5002459496 @default.
• W3201750412 hasAuthorship W3201750412A5023203721 @default.
• W3201750412 hasAuthorship W3201750412A5078136609 @default.
• W3201750412 hasConcept C111472728 @default.
• W3201750412 hasConcept C128828806 @default.
• W3201750412 hasConcept C128838566 @default.
• W3201750412 hasConcept C134306372 @default.
• W3201750412 hasConcept C138885662 @default.
• W3201750412 hasConcept C154945302 @default.
• W3201750412 hasConcept C177148314 @default.
• W3201750412 hasConcept C184337299 @default.
• W3201750412 hasConcept C199360897 @default.
• W3201750412 hasConcept C2776214188 @default.
• W3201750412 hasConcept C2779607372 @default.
• W3201750412 hasConcept C33923547 @default.
• W3201750412 hasConcept C41008148 @default.
• W3201750412 hasConcept C49937458 @default.
• W3201750412 hasConcept C65059942 @default.
• W3201750412 hasConcept C80444323 @default.
• W3201750412 hasConceptScore W3201750412C111472728 @default.
• W3201750412 hasConceptScore W3201750412C128828806 @default.
• W3201750412 hasConceptScore W3201750412C128838566 @default.
• W3201750412 hasConceptScore W3201750412C134306372 @default.
• W3201750412 hasConceptScore W3201750412C138885662 @default.
• W3201750412 hasConceptScore W3201750412C154945302 @default.
• W3201750412 hasConceptScore W3201750412C177148314 @default.
• W3201750412 hasConceptScore W3201750412C184337299 @default.
• W3201750412 hasConceptScore W3201750412C199360897 @default.
• W3201750412 hasConceptScore W3201750412C2776214188 @default.
• W3201750412 hasConceptScore W3201750412C2779607372 @default.
• W3201750412 hasConceptScore W3201750412C33923547 @default.
• W3201750412 hasConceptScore W3201750412C41008148 @default.
• W3201750412 hasConceptScore W3201750412C49937458 @default.
• W3201750412 hasConceptScore W3201750412C65059942 @default.
• W3201750412 hasConceptScore W3201750412C80444323 @default.
• W3201750412 hasLocation W32017504121 @default.
• W3201750412 hasOpenAccess W3201750412 @default.
• W3201750412 hasPrimaryLocation W32017504121 @default.
• W3201750412 hasRelatedWork W1215345351 @default.
• W3201750412 hasRelatedWork W1560531798 @default.
• W3201750412 hasRelatedWork W1824971879 @default.
• W3201750412 hasRelatedWork W1909134809 @default.
• W3201750412 hasRelatedWork W2000805332 @default.
• W3201750412 hasRelatedWork W2046297014 @default.
• W3201750412 hasRelatedWork W2117892888 @default.
• W3201750412 hasRelatedWork W2150459155 @default.
• W3201750412 hasRelatedWork W2245304891 @default.
• W3201750412 hasRelatedWork W2320648065 @default.
• W3201750412 hasRelatedWork W2394785251 @default.
• W3201750412 hasRelatedWork W2396122826 @default.
• W3201750412 hasRelatedWork W2541482137 @default.
• W3201750412 hasRelatedWork W2584623985 @default.

• next