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A Reasoning Model Based on Perennial Crop Allocation Cases and Rules
- Source :
- Int. Conference on Case Based Reasoning, ICCBR 2017, Int. Conference on Case Based Reasoning, ICCBR 2017, Jun 2017, Trondheim, Norway. pp.61-75, Case-Based Reasoning Research and Development, Int. Conference on Case Based Reasoning, ICCBR 2017, Jun 2017, Trondheim, Norway. pp.61-75, ⟨10.1007/978-3-319-61030-6_5⟩, Case-Based Reasoning Research and Development ISBN: 9783319610290, ICCBR
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- 25th International Conference, ICCBR 2017, Trondheim, Norway, June 26-28, 2017, Proceedings; International audience; This paper presents a prototype of case-based reasoning, built for the agricultural domain. Its aim is to forecast the allocation of a new energy crop, the miscanthus. Interviews were conducted with french farmers in order to know how they make their decisions. Based on interview analysis, a case base and a rule base have been formalized, together with similarity and adaptation knowledge. Furthermore we have introduced variations in the reasoning modules, for allowing different uses. Tests have been conducted. Results showed that the model can be used in different ways, according to the aim of the user, and e.g. the economic conditions for miscanthus allocation.
- Subjects :
- Case Based Reasoning
Operations research
biology
Computer science
020209 energy
Agriculture
[SDV.SA.AEP]Life Sciences [q-bio]/Agricultural sciences/Agriculture, economy and politics
02 engineering and technology
Decision rule
Miscanthus
biology.organism_classification
Domain (software engineering)
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Order (exchange)
Similarity (psychology)
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Case-based reasoning
Decision rules
Adaptation
Adaptation (computer science)
Know-how
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-319-61029-0
- ISBNs :
- 9783319610290
- Database :
- OpenAIRE
- Journal :
- Int. Conference on Case Based Reasoning, ICCBR 2017, Int. Conference on Case Based Reasoning, ICCBR 2017, Jun 2017, Trondheim, Norway. pp.61-75, Case-Based Reasoning Research and Development, Int. Conference on Case Based Reasoning, ICCBR 2017, Jun 2017, Trondheim, Norway. pp.61-75, ⟨10.1007/978-3-319-61030-6_5⟩, Case-Based Reasoning Research and Development ISBN: 9783319610290, ICCBR
- Accession number :
- edsair.doi.dedup.....8ede0260ca35b643d9cc1b0336ef57f2
- Full Text :
- https://doi.org/10.1007/978-3-319-61030-6_5⟩