Modeling and Comparing Farm Maps using Graphs and Case-based Reasoning

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dc.creatorBer,Florence
dc.creatorNapoli,Amedeo
dc.creatorMetzger,Jean-Luc
dc.creatorLardon,Sylvie
dc.date2003
dc.date.accessioned2024-02-06T12:52:35Z
dc.date.available2024-02-06T12:52:35Z
dc.descriptionIn this paper, we present the knowledge­based system rosa working on spatial and functional organizations in agriculture. The reasoning in rosa combines hierarchical classification, case-based reasoning, and qualitative spatial reasoning. The goal of the system is twofold: formalizing and building a case base holding on farm spatial and functional organizations, and helping the analysis of new cases. Domain knowledge and cases are modeled with the help of the so-called spatial organization graphs (sogs), and represented within a description logic system. Hierarchical case-based reasoning, involving classification and qualitative spatial reasoning, is used to compare and explain farm spatial structures modeled by sogs. An example of case retrieval is proposed, followed by a global discussion on case­based reasoning in the rosa system and related work.
dc.formattext/html
dc.identifierhttps://doi.org/10.3217/jucs-009-09-1073
dc.identifierhttps://lib.jucs.org/article/28112/
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/8408
dc.languageen
dc.publisherJournal of Universal Computer Science
dc.relationinfo:eu-repo/semantics/altIdentifier/eissn/0948-6968
dc.relationinfo:eu-repo/semantics/altIdentifier/pissn/0948-695X
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rightsJ.UCS License
dc.sourceJUCS - Journal of Universal Computer Science 9(9): 1073-1095
dc.subjectcase-based reasoning
dc.subjecthierarchical classification
dc.subjectgraphs
dc.subjectdescription logics
dc.subjectspatial structure analysis
dc.subjectagronomy
dc.titleModeling and Comparing Farm Maps using Graphs and Case-based Reasoning
dc.typeResearch Article
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