An overview on case-based reasoning and its synergetic applications with hybrid reasoning

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dc.contributor.authorUgurlu, Bora
dc.contributor.authorKarasulu, Bahadir
dc.date.accessioned2025-01-27T18:53:05Z
dc.date.available2025-01-27T18:53:05Z
dc.date.issued2014
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.descriptionComputer and Industrial Engineering; et al.; Gaziantep University; Istanbul Commercial University; Journal of Intelligent Manufacturing Systems; Sakarya University, Department of Industrial Engineering
dc.descriptionJoint International Symposium on "The Social Impacts of Developments in Information, Manufacturing and Service Systems" 44th International Conference on Computers and Industrial Engineering, CIE 2014 and 9th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2014 -- 14 October 2014 through 16 October 2014 -- Istanbul -- 110500
dc.description.abstractA variety of applications in quality management, health care, intelligent manufacturing and communication areas involves the systems based on case-based reasoning with an inference mechanism. The main aim of case-based reasoning is to solve a given problem defined in a specified experience area. A case-base or a case memory is used to make a decision for a problem. The base covers previously solved problem's solutions. For a hybridization, there are a lot of studies using synergism approach so as to combine different knowledge presentation models or reasoning methodologies. It fills possible knowledge gaps or existing lacks for individual systems. There are many advantages, such as simplifying the knowledge acquisition, obtaining an automatic explanation ability, building a cost-effective system and increasing the quality of problem solutions. In this study, we systematically reviewed remarkable studies based on case-based reasoning or its synergetic applications with hybrid reasoning in the literature. They are selected from the years between 1998 and 2013, and involve expert systems or similar mechanisms used in medical, industrial and business fields. The results are discussed.
dc.identifier.endpage249
dc.identifier.scopus2-s2.0-84923878631
dc.identifier.scopusqualityN/A
dc.identifier.startpage236
dc.identifier.urihttps://hdl.handle.net/20.500.12428/12578
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherComputers and Industrial Engineering
dc.relation.ispartofCIE 2014 - 44th International Conference on Computers and Industrial Engineering and IMSS 2014 - 9th International Symposium on Intelligent Manufacturing and Service Systems, Joint International Symposium on "The Social Impacts of Developments in Information, Manufacturing and Service Systems" - Proceedings
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20250125
dc.subjectCase-based reasoning; Expert systems; Hybrid systems; Rule-based reasoning; Synergism
dc.titleAn overview on case-based reasoning and its synergetic applications with hybrid reasoning
dc.typeConference Object

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