case studies of case-based reasoners
DESCRIPTION
Case Studies of Case-Based Reasoners. Jan Berge Ommedal 26.09.2011. Case-Based Reasoners. Six reasoners : CHEF JULIA CASEY HYPO PROTOS CLAVIER Other potential uses of CBR. CHEF (1986). Meal planner Find recipe that solves most goals Predict and resolve possible problems - PowerPoint PPT PresentationTRANSCRIPT
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CASE STUDIES OF CASE-BASED REASONERS
Jan Berge Ommedal26.09.2011
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Case-Based Reasoners
• Six reasoners:– CHEF– JULIA– CASEY– HYPO– PROTOS– CLAVIER
• Other potential uses of CBR
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CHEF (1986)
• Meal planner• Find recipe that solves most goals• Predict and resolve possible problems• Simulate (with casual-rules) and revise• Repair-strategies
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CASEY (1988)
• Diagnose patients• Reconciliation with repair-rules• Extends the Heart Failure Program (HFP)• Same accuracy, better performance than HFP
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JULIA (1988)
• Meal designer• CBR with requirement/constraint posting• Starts with general prototype
- Substitutions- Change structure (relax constraints)
• Dialogue with user
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HYPO (1988)
• Law interpretation• Argue an issue based on earlier cases– Compare and contrast– Three-ply argumentation (Modus Ponens/Tollens)
• Generation of hypothetical cases
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PROTOS (1989)
• Classification of hearing-disorders• Finds the most likely match given inputs• Links:– Reminding– Prototype– Difference– Censor
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CLAVIER (1989)
• Autoclave layout generator• Improve autoclave-loading• No casual model for the domain• Still evolving
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Other uses of CBR
• Retrieval-Only Aiding and Advisory System– Browseable/Searchable facility, coach or collegue– Passive role– Example: Architect’s Assistant– Example: Mediator’s Assistant– Example: WWII Battle Planner