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

Дата
Авторы
Ber,Florence
Napoli,Amedeo
Metzger,Jean-Luc
Lardon,Sylvie
Journal Title
Journal ISSN
Volume Title
Издатель
Journal of Universal Computer Science
Аннотация
Описание
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.
Ключевые слова
case-based reasoning , hierarchical classification , graphs , description logics , spatial structure analysis , agronomy
Цитирование