È˹¤ÖÇÄÜ:̽ÎôÂÛ½ñ(Ó¢ÎÄ°æ)

List of Tabies
List of Figures
About the Authors
Chapter 1£®Introduction
1£®1 Definition and Development of Artificial Intelligence
1£®1£®1 Definition of artificial intelligence
1£®1£®2 Origin and development of artificial intelligence
1£®2 Classification of Artificial Intelligence Systems
1£®3 Research Objectives and Contents of Artificial Intelligence
1£®3£®1 Research objectives of artificial intelligence
1£®3£®2 Research and application fields of artificial intelligence
1£®4 Core Elements of Artificial Intelligence
1£®5 Outline of the Book
References

Part 1£º Knowledge-based Artificial Intelligence
Chapter 2£®Knowledge Representation
2£®1 State Space Representation
2£®1£®1 Problem state space description
2£®1£®2 Graph theory terminology and graphic method
2£®1£®3 Problem reduction representation
2£®2 Knowledge Base
2£®2£®1 Definition and characteristics of knowledge base
2£®2£®2 Design and application of knowledge base
2£®3 Ontology
2£®3£®1 Concept and definition of ontology
2£®3£®2 Composition and classification of ontology
2£®3£®3 Ontology modeling
2£®4 Semantic Network Representation
2£®4£®1 Composition and characteristics of the semantic network
2£®4£®2 Representation of a binary semantic network
2£®4£®3 Representation of a multi-element semantic network
2£®4£®4 Inference process of a semantic network
2£®5 Knowledge Graph
2£®5£®1 Definition and architecture of knowledge graph
2£®5£®2 Key technologies of knowledge graph
2£®6 Frame Representation
2£®6£®1 Frame composition
2£®6£®2 Frame reasoning
2£®7 Predicate Logic Representation
2£®7£®1 Predicate calculus
2£®7£®2 Predicate formula
2£®8 Summary
References
Chapter 3£®Knowledge Search and Reasoning
3£®1 Graph Search Strategy
3£®2 Blind Search
3£®2£®1 Breadth-first search
3£®2£®2 Depth-first search
3£®2£®3 Uniform cost search
3£®3 Heuristic Search
3£®3£®1 Heuristic search strategy and valuation function
3£®3£®2 Ordered search
3£®3£®3 Algorithm A*
¡­¡­
Part 2£ºData-based Artificial Intelligence
Part 3£ºApplication Examples of Artificial Intelligence