Aryabhatta Knowledge University, Bihar, Information Technology Semester 6, Artificial Intelligence Syllabus

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Unit - 1 Introduction
Unit 1
Introduction
1.1 Why Artificial Intelligence
1.2 Importance of Artificial Intelligence
1.3 LISP
1.4 Prolog and other programming language for AI
Unit - 2 Search Strategies
Unit 2
Search Strategies
2.1 Representation Scheme
2.2 Blind Search technique
2.1 Breadthfirst Search
2.3 Graph search algorithm A and A* and Properties of A* algorithm
2.4 Production Systems –monotone
2.5 AO * algorithm
Unit - 3 Searching Game Trees
Unit 3
Searching Game Trees
3.1 Introduction to predicate calculus
3.2 Resolution refutation systems
3.3 Answer extraction
Unit - 4 Knowledge Representation
Unit 4
Knowledge Representation Reasoning
4.1 Knowledge representation
4.2 Knowledge acquisition
4.3 Logical Representation scheme procedural representation schema network representation scheme
4.4 STRIPS robot problem solving system
4.5 Structured representations of knowledge
4.6 KRR system
4.7 KR language
4.8 Domain modelling
Unit - 5 Uncertainly
Unit 5
Uncertainly
5.1 Non monotonic monotonic reasoning
5.2 Confidence factors
5.3 Dempster Shafer’s
5.4 Theory of evidence
5.5 Nonclassical logic
5.6 Fuzzy reasoning
Unit - 6 Natural Language Processing
Unit 6
Natural Language Processing
6.1 Language Models
6.2 Natural Language for Communication
6.3 Overview of Cognitive Computing
Unit - 7 Applications of AI
Unit 7
Applications of Artificial Intelligence
7.1 Al in Ecommerce
7.2 Al in Industry
7.3 Al in Medicine
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Other Subjects of Semester-2
Operating system
Software engineering
Data mining and warehousing
Design and analysis of algorithms
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