Class information for:
Level 1: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH//AUTOMATED PLANNING//ARTIFICIAL INTELLIGENCE

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
58 3       ROBOTICS//AUTOMATION & CONTROL SYSTEMS//JOURNAL OF GUIDANCE CONTROL AND DYNAMICS 94289
711 2             ROBOTICS//MOBILE ROBOTS//ROBOTICS AND AUTONOMOUS SYSTEMS 13242
7577 1                   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH//AUTOMATED PLANNING//ARTIFICIAL INTELLIGENCE 1376

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH journal 546230 11% 16% 148
2 AUTOMATED PLANNING authKW 483062 3% 47% 45
3 ARTIFICIAL INTELLIGENCE journal 472311 16% 9% 220
4 HEURISTIC SEARCH authKW 323397 5% 20% 72
5 TEMPORAL PLANNING authKW 190855 1% 83% 10
6 HTN PLANNING authKW 163008 1% 65% 11
7 SINGLE AGENT SEARCH authKW 160321 1% 100% 7
8 SPEEDUP LEARNING authKW 146576 1% 80% 8
9 REAL TIME SEARCH authKW 143136 1% 63% 10
10 15 PUZZLE authKW 140279 1% 88% 7

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 118636 77% 1% 1053
2 Computer Science, Theory & Methods 3029 13% 0% 184
3 Logic 2104 3% 0% 38
4 Robotics 2038 4% 0% 50
5 Computer Science, Software Engineering 1009 7% 0% 92
6 Computer Science, Information Systems 683 6% 0% 88
7 Automation & Control Systems 395 4% 0% 54
8 Computer Science, Cybernetics 232 1% 0% 18
9 Computer Science, Interdisciplinary Applications 128 3% 0% 45
10 Mathematics, Applied 117 5% 0% 69

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MACHINE LEARNING ROBOT GRP 45806 0% 100% 2
2 YOCHAN GRP 45806 0% 100% 2
3 PK GRP 41223 0% 60% 3
4 NAVY PL AI 34351 0% 50% 3
5 PL COMP POST PROGRAM 30536 0% 67% 2
6 UNIV FEI 30536 0% 67% 2
7 1A 22903 0% 100% 1
8 ALENIA AERONAUT ARTIFICIAL INTELLIGENCE 22903 0% 100% 1
9 ATKINSON COMP SCI MATH 22903 0% 100% 1
10 AUTOMAT REASONING GRP 22903 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 546230 11% 16% 148
2 ARTIFICIAL INTELLIGENCE 472311 16% 9% 220
3 AI MAGAZINE 92028 4% 7% 55
4 AI COMMUNICATIONS 48875 2% 6% 34
5 COMPUTATIONAL INTELLIGENCE 45955 2% 6% 33
6 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 37244 12% 1% 164
7 KNOWLEDGE ENGINEERING REVIEW 28386 2% 5% 24
8 JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE 21873 2% 4% 25
9 ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE 15699 2% 3% 25
10 IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES 13952 1% 5% 12

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 AUTOMATED PLANNING 483062 3% 47% 45 Search AUTOMATED+PLANNING Search AUTOMATED+PLANNING
2 HEURISTIC SEARCH 323397 5% 20% 72 Search HEURISTIC+SEARCH Search HEURISTIC+SEARCH
3 TEMPORAL PLANNING 190855 1% 83% 10 Search TEMPORAL+PLANNING Search TEMPORAL+PLANNING
4 HTN PLANNING 163008 1% 65% 11 Search HTN+PLANNING Search HTN+PLANNING
5 SINGLE AGENT SEARCH 160321 1% 100% 7 Search SINGLE+AGENT+SEARCH Search SINGLE+AGENT+SEARCH
6 SPEEDUP LEARNING 146576 1% 80% 8 Search SPEEDUP+LEARNING Search SPEEDUP+LEARNING
7 REAL TIME SEARCH 143136 1% 63% 10 Search REAL+TIME+SEARCH Search REAL+TIME+SEARCH
8 15 PUZZLE 140279 1% 88% 7 Search 15+PUZZLE Search 15+PUZZLE
9 ACTION MODEL LEARNING 137418 0% 100% 6 Search ACTION+MODEL+LEARNING Search ACTION+MODEL+LEARNING
10 DOMAIN INDEPENDENT PLANNING 137418 0% 100% 6 Search DOMAIN+INDEPENDENT+PLANNING Search DOMAIN+INDEPENDENT+PLANNING

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 10428 REINFORCEMENT LEARNING//MULTIAGENT LEARNING//Q LEARNING
2 25398 BEHAVIOR BASED CONTROL//DEBUT THEOREM//MODULE LEARNING
3 10593 ICCA JOURNAL//ICGA JOURNAL//GAME TREE SEARCH
4 27532 PROCEDURAL CONTENT GENERATION//IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES//PLAYER MODELING
5 25531 AEROSP INTEGRAT SCI//CONSTRUCTED COMPLEX SYSTEMS//INSUFFICIENT KNOWLEDGE AND RESOURCES
6 1819 NONMONOTONIC REASONING//ANSWER SET PROGRAMMING//DEFAULT LOGIC
7 14585 SATISFIABILITY//QUANTIFIED BOOLEAN FORMULAS//MAX SAT
8 6980 AGENT ORIENTED SOFTWARE ENGINEERING//AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS//SOCIAL COMMITMENTS
9 29232 DISTRIBUTED CONSTRAINT OPTIMIZATION//DISTRIBUTED CONSTRAINT SATISFACTION//DCOP
10 33969 BOOLEAN GAMES//CETERIS PARIBUS PREFERENCES//MODAL LOGIC OF SUBSET SPACES

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