FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2087699765> ?p ?o ?g. }

• W2087699765 abstract "Abstract Automizing acquisition of expert knowledge is one of the most important problems to be solved for knowledge-based systems such as expert systems or decision support systems. Machine learning is a subfield of artificial intelligence concerning the theory on how to learn concepts from examples. In this field, two types of learning methods have been proposed so far: explanation-based learning (EBL) as a theory of deductive learning and similarity-based learning (SBL) as a theory of inductive learning. This paper presents a methodology to acquire general knowledge from a single example (episode) by the use of a repertoire of prior cases based on a hybrid architecture of EBL and SBL. Being provided with a complex input stream of description on some episodic case as an example, the system selectively detects what aspects are coherent and which are unusual under multiple contexts. That is, at first, the system tries to understand or explain the input episode based on a knowledge structure called script, which is an expectation knowledge structure self-organized through the generalization of past cases stored in its memory. When the system detects something unexplainable in the input episode, it adaptively changes its strategy for organizing scripts from past cases in the memory, and evaluates the coherence of the input episode from a different viewpoint. The evaluation whether the input is significantly coherent in the context or not is performed by calculating its membership or typically in the fuzzy category formed over a collection of prior cases. This procedure for typically evaluation of an episode is formulated as a fuzzy reasoning process. Finally, the system outputs a general knowledge so that it can be applied to situations other than the input case." @default.
• W2087699765 created "2016-06-24" @default.
• W2087699765 creator A5017773359 @default.
• W2087699765 creator A5020096754 @default.
• W2087699765 creator A5087505753 @default.
• W2087699765 date "1991-01-01" @default.
• W2087699765 modified "2023-09-27" @default.
• W2087699765 title "Controlling the process of learning from an example through adaptive generalization of episodic memory" @default.
• W2087699765 cites W1525136198 @default.
• W2087699765 cites W1534146066 @default.
• W2087699765 cites W1550180926 @default.
• W2087699765 cites W1553997986 @default.
• W2087699765 cites W1966153007 @default.
• W2087699765 cites W1970104171 @default.
• W2087699765 cites W1992204783 @default.
• W2087699765 cites W2000255081 @default.
• W2087699765 cites W2000900121 @default.
• W2087699765 cites W2044754442 @default.
• W2087699765 cites W2049183347 @default.
• W2087699765 cites W2049638502 @default.
• W2087699765 cites W2051017435 @default.
• W2087699765 cites W2064430731 @default.
• W2087699765 cites W2067642555 @default.
• W2087699765 cites W2091934148 @default.
• W2087699765 cites W2095756354 @default.
• W2087699765 cites W2132513611 @default.
• W2087699765 cites W2141459961 @default.
• W2087699765 cites W2142269169 @default.
• W2087699765 cites W2159957987 @default.
• W2087699765 cites W2159965310 @default.
• W2087699765 cites W2180885055 @default.
• W2087699765 cites W68176108 @default.
• W2087699765 cites W78291631 @default.
• W2087699765 cites W8089805 @default.
• W2087699765 cites W2074607262 @default.
• W2087699765 doi "https://doi.org/10.1016/0165-0114(91)90209-9" @default.
• W2087699765 hasPublicationYear "1991" @default.
• W2087699765 type Work @default.
• W2087699765 sameAs 2087699765 @default.
• W2087699765 citedByCount "2" @default.
• W2087699765 crossrefType "journal-article" @default.
• W2087699765 hasAuthorship W2087699765A5017773359 @default.
• W2087699765 hasAuthorship W2087699765A5020096754 @default.
• W2087699765 hasAuthorship W2087699765A5087505753 @default.
• W2087699765 hasConcept C103278499 @default.
• W2087699765 hasConcept C105795698 @default.
• W2087699765 hasConcept C111919701 @default.
• W2087699765 hasConcept C115961682 @default.
• W2087699765 hasConcept C119857082 @default.
• W2087699765 hasConcept C134306372 @default.
• W2087699765 hasConcept C151730666 @default.
• W2087699765 hasConcept C154945302 @default.
• W2087699765 hasConcept C177148314 @default.
• W2087699765 hasConcept C204321447 @default.
• W2087699765 hasConcept C2779343474 @default.
• W2087699765 hasConcept C2781181686 @default.
• W2087699765 hasConcept C33923547 @default.
• W2087699765 hasConcept C41008148 @default.
• W2087699765 hasConcept C58166 @default.
• W2087699765 hasConcept C86803240 @default.
• W2087699765 hasConcept C98045186 @default.
• W2087699765 hasConceptScore W2087699765C103278499 @default.
• W2087699765 hasConceptScore W2087699765C105795698 @default.
• W2087699765 hasConceptScore W2087699765C111919701 @default.
• W2087699765 hasConceptScore W2087699765C115961682 @default.
• W2087699765 hasConceptScore W2087699765C119857082 @default.
• W2087699765 hasConceptScore W2087699765C134306372 @default.
• W2087699765 hasConceptScore W2087699765C151730666 @default.
• W2087699765 hasConceptScore W2087699765C154945302 @default.
• W2087699765 hasConceptScore W2087699765C177148314 @default.
• W2087699765 hasConceptScore W2087699765C204321447 @default.
• W2087699765 hasConceptScore W2087699765C2779343474 @default.
• W2087699765 hasConceptScore W2087699765C2781181686 @default.
• W2087699765 hasConceptScore W2087699765C33923547 @default.
• W2087699765 hasConceptScore W2087699765C41008148 @default.
• W2087699765 hasConceptScore W2087699765C58166 @default.
• W2087699765 hasConceptScore W2087699765C86803240 @default.
• W2087699765 hasConceptScore W2087699765C98045186 @default.
• W2087699765 hasLocation W20876997651 @default.
• W2087699765 hasOpenAccess W2087699765 @default.
• W2087699765 hasPrimaryLocation W20876997651 @default.
• W2087699765 hasRelatedWork W1123419 @default.
• W2087699765 hasRelatedWork W129125113 @default.
• W2087699765 hasRelatedWork W1500232188 @default.
• W2087699765 hasRelatedWork W1505878583 @default.
• W2087699765 hasRelatedWork W1647913072 @default.
• W2087699765 hasRelatedWork W1890785005 @default.
• W2087699765 hasRelatedWork W2003156813 @default.
• W2087699765 hasRelatedWork W2019630247 @default.
• W2087699765 hasRelatedWork W2022150606 @default.
• W2087699765 hasRelatedWork W2099034483 @default.
• W2087699765 hasRelatedWork W2124498783 @default.
• W2087699765 hasRelatedWork W2137418545 @default.
• W2087699765 hasRelatedWork W2162109293 @default.
• W2087699765 hasRelatedWork W2772557520 @default.
• W2087699765 hasRelatedWork W3097894168 @default.
• W2087699765 hasRelatedWork W51853553 @default.
• W2087699765 hasRelatedWork W64532806 @default.
• W2087699765 hasRelatedWork W1491115921 @default.
• W2087699765 hasRelatedWork W2069685030 @default.

• next