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Title: | A core method for the weak completion semantics with skeptical abduction (extended abstract) |
Authors: | Holldobler, S. |
Keywords: | Core method;Сompletion semantics;Skeptical abduction;Weak completion semanticsc |
Issue Date: | 2019 |
Publisher: | International Joint Conferences on Artificial Intelligence |
Citation: | Saldanha, E.-A.D., Hölldobler, S., Ramli, C.D.P.K., Medinacelli, L.P. A core method for the weak completion semantics with skeptical abduction (extended abstract) // IJCAI International Joint Conference on Artificial Intelligence. - 2019. - Volume 2019-August. - Pages 6358-6361 |
Series/Report no.: | IJCAI International Joint Conference on Artificial Intelligence |
Abstract: | The Weak Completion Semantics is a novel cognitive theory which has been successfully applied - among others - to the suppression task, the selection task and syllogistic reasoning. It is based on logic programming with skeptical abduction. Each weakly completed program admits a least model under the three-valued Lukasiewicz logic which can be computed as the least fixed point of an appropriate semantic operator. The operator can be represented by a three-layer feed-forward network using the Core method. Its least fixed point is the unique stable state of a recursive network which is obtained from the three-layer feed-forward core by mapping the activation of the output layer back to the input layer. The recursive network is embedded into a novel network to compute skeptical abduction. This extended abstract outlines a fully connectionist realization of the Weak Completion Semantics |
URI: | https://www.scopus.com/record/display.uri?eid=2-s2.0-85074956135&origin=resultslist&sort=plf-f&src=s&st1=A+core+method+for+the+weak+completion+semantics+with+skeptical+abduction+extended+abstract&st2=&sid=5691f5d5f0268c0f0de01d13eb02d98f&sot=b&sdt=b&sl=105&s=TITLE-ABS-KEY%28A+core+method+for+the+weak+completion+semantics+with+skeptical+abduction+extended+abstract%29&relpos=0&citeCnt=0&searchTerm= http://hdl.handle.net/20.500.12258/8598 |
Appears in Collections: | Статьи, проиндексированные в SCOPUS, WOS |
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