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文章基本信息

  • 标题:Modeling and Comparing Farm Maps using Graphs and Case-based Reasoning
  • 作者:Florence Le Ber ; Amedeo Napoli ; Jean-Luc Metzger
  • 期刊名称:Journal of Universal Computer Science
  • 印刷版ISSN:0948-6968
  • 出版年度:2003
  • 卷号:9
  • 期号:9
  • 页码:1073-1095
  • 出版社:Graz University of Technology and Know-Center
  • 摘要:In 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.
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