Machine learning methods for commonsense reasoning processes: interactive models

Title\n......Page 2
Table of Contents......Page 4
Preface......Page 8
Acknowledgment......Page 15
Knowledge in the Psychology\nof Thinking and Mathematics......Page 16
Logic-Based Reasoning\nin the Framework of\nArtificial Intelligence......Page 49
The Coordination\nof Commonsense\nReasoning Operations......Page 91
The Logical Rules of\nCommonsense Reasoning......Page 103
The Examples of\nHuman Commonsense\nReasoning Processes......Page 117
Machine Learning (ML)\nas a Diagnostic Task......Page 137
The Concept of Good\nClassification (Diagnostic) Test......Page 180
The Duality of Good\nDiagnostic Tests......Page 226
Towards an Integrative Model\nof Deductive-Inductive\nCommonsense Reasoning......Page 260
Towards a Model of Fuzzy\nCommonsense Reasoning......Page 294
Object-Oriented Technology\nfor Expert System Generation......Page 334
Case Technology for\nPsycho-Diagnostic\nSystem Generation......Page 352
Commonsense Reasoning in\nIntelligent Computer Systems......Page 381
Conclusion......Page 417
About the Author......Page 419
Index......Page 420