case based reasoning project presentation
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Case Based Reasoning Project Presentation. Presenter: Madan Bharadwaj Instructor: Dr. Avelino Gonzalez. Agenda. Problem Definition Approaches considered Program Structure Relevant Results Conclusion Summary. Introduction. What is Case Based Reasoning? What is knowledge in CBR? - PowerPoint PPT PresentationTRANSCRIPT
Case Based Reasoning Project Presentation
Presenter:
Madan BharadwajInstructor:
Dr. Avelino Gonzalez
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Agenda Problem Definition Approaches considered Program Structure Relevant Results Conclusion Summary
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Introduction What is Case Based Reasoning? What is knowledge in CBR? Implementation issues in CBR
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Problem Definition Given:
# Case Library of 21 cases# 7 test cases# Information about the domain
Develop a CBR System Using any Programming Language
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Approaches Considered Use Domain Thresholds from
Handouts Extract rules from Case Library Pattern Matching and Thresholds Pattern Matching
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Chosen Approach Pattern Matching only Justification
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Choice of Prog. Language Visual Basic vs C++ VB advantages C++ Disadvantages Pros of using C++ Ideally…
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Program Structure Initialize Case Library Take Test Case Input Pattern Matching with all cases in
Case Library Compare Pattern Matching results
for closest match Display
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Results To Prove Credibility of System test
with # Library Case# Sample case similar to Library Case
Test with given test cases
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Library Case Results Chosen Library Case: Case #2 100% Match Closest Match: Library Case #2 Diagnosis: LEAK
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Test case (like Lib. Case) Input parameters similar to Library
Case #2 95.3639 % Match Closest Match: Case #2 Diagnosis: LEAK
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Other Test Case Results Answers unknown Checked intuitively for correctness
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Adaptation Adaptation not used Possible, but needs expert help
during design time to ensure correctness
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Augmentations Graphical Display Case Library in Database More checks for faulty inputs
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Conclusion Case Library dependent Better performance in Weak-theory
domains Simple Design Execution time Lack of Intuitive Knowledge
Case Based Reasoning Project for the class EEL 6876-Intelligent Diagnostics at UCF. Fall 2002
Summary Purely Case Based Approach Used Pattern Matching Tested with fabricated cases Augmentations Conclusions derived