Class information for:
Level 1: COMMUNITY DETECTION//OVERLAPPING COMMUNITIES//STOCHASTIC BLOCK MODEL

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
14 4 MATHEMATICS//MATHEMATICS, APPLIED//MATH 912822
399 3       COMPLEX NETWORKS//PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS//ECONOPHYSICS 31484
436 2             COMPLEX NETWORKS//SOCIAL NETWORKS//COMMUNITY DETECTION 16564
4329 1                   COMMUNITY DETECTION//OVERLAPPING COMMUNITIES//STOCHASTIC BLOCK MODEL 1838

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMMUNITY DETECTION authKW 4570675 20% 73% 364
2 OVERLAPPING COMMUNITIES authKW 659623 3% 84% 46
3 STOCHASTIC BLOCK MODEL authKW 541465 3% 69% 46
4 OVERLAPPING COMMUNITY DETECTION authKW 463520 2% 97% 28
5 COMPLEX NETWORKS authKW 314140 13% 7% 247
6 COMMUNITY DISCOVERY authKW 187546 1% 58% 19
7 CLUSTERING TECHNIQUES authKW 183036 2% 34% 31
8 GRAPH CLUSTERING authKW 173815 2% 27% 37
9 MODULARITY MAXIMIZATION authKW 137165 0% 100% 8
10 NETWORK COMMUNITIES authKW 114297 1% 67% 10

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Physics, Mathematical 14516 25% 0% 461
2 Computer Science, Artificial Intelligence 10785 20% 0% 376
3 Physics, Fluids & Plasmas 8448 17% 0% 311
4 Computer Science, Information Systems 6293 16% 0% 289
5 Physics, Multidisciplinary 3145 20% 0% 368
6 Computer Science, Software Engineering 1327 7% 0% 122
7 Computer Science, Theory & Methods 917 7% 0% 124
8 Statistics & Probability 754 5% 0% 100
9 Mathematics, Interdisciplinary Applications 527 4% 0% 79
10 Computer Science, Hardware & Architecture 406 3% 0% 54

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CNLL 56001 0% 47% 7
2 INTELLIGENCE SCI ADV INTEGRAT TECHNOL 51437 0% 100% 3
3 CABDYN COMPLEX 49291 1% 18% 16
4 INTELLIGENT PERCEPT IMAGE UNDERSTANDING 46540 2% 6% 43
5 COMPUTAT BIOINFORMAT 40630 0% 30% 8
6 CAROLINA INTERDISCIPLINARY PL MATH 35704 1% 21% 10
7 BEING TRAFF DATA ANAL MIN 34291 0% 100% 2
8 POST COMPUTAT MECHATRON 34291 0% 100% 2
9 SOUTH CITY 34291 0% 100% 2
10 BIBLIOTHEKS INFORMAT WISSEN 30860 0% 60% 3

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA 38554 1% 10% 23
2 PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 27315 10% 1% 180
3 DATA MINING AND KNOWLEDGE DISCOVERY 13495 1% 4% 22
4 JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT 13287 3% 1% 54
5 PHYSICAL REVIEW E 11665 11% 0% 194
6 WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS 10532 1% 4% 17
7 ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 7077 1% 3% 13
8 WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 6824 0% 4% 9
9 KNOWLEDGE AND INFORMATION SYSTEMS 5469 1% 2% 19
10 ADVANCES IN COMPLEX SYSTEMS 5391 1% 2% 13

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 COMMUNITY DETECTION 4570675 20% 73% 364 Search COMMUNITY+DETECTION Search COMMUNITY+DETECTION
2 OVERLAPPING COMMUNITIES 659623 3% 84% 46 Search OVERLAPPING+COMMUNITIES Search OVERLAPPING+COMMUNITIES
3 STOCHASTIC BLOCK MODEL 541465 3% 69% 46 Search STOCHASTIC+BLOCK+MODEL Search STOCHASTIC+BLOCK+MODEL
4 OVERLAPPING COMMUNITY DETECTION 463520 2% 97% 28 Search OVERLAPPING+COMMUNITY+DETECTION Search OVERLAPPING+COMMUNITY+DETECTION
5 COMPLEX NETWORKS 314140 13% 7% 247 Search COMPLEX+NETWORKS Search COMPLEX+NETWORKS
6 COMMUNITY DISCOVERY 187546 1% 58% 19 Search COMMUNITY+DISCOVERY Search COMMUNITY+DISCOVERY
7 CLUSTERING TECHNIQUES 183036 2% 34% 31 Search CLUSTERING+TECHNIQUES Search CLUSTERING+TECHNIQUES
8 GRAPH CLUSTERING 173815 2% 27% 37 Search GRAPH+CLUSTERING Search GRAPH+CLUSTERING
9 MODULARITY MAXIMIZATION 137165 0% 100% 8 Search MODULARITY+MAXIMIZATION Search MODULARITY+MAXIMIZATION
10 NETWORK COMMUNITIES 114297 1% 67% 10 Search NETWORK+COMMUNITIES Search NETWORK+COMMUNITIES

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 23412 LINK PREDICTION//SIMRANK//META PATH
2 36048 STRUCTURAL BALANCE//SIGNED NETWORKS//REDUCTION OF THE SYSTEM SIZE
3 127 COMPLEX NETWORKS//SCALE FREE NETWORKS//PREFERENTIAL ATTACHMENT
4 19522 HYPERGRAPH PARTITIONING//CIRCUIT PARTITIONING//GRAPH PARTITIONING
5 24870 WORLD TRADE WEB//INTERNATIONAL TRADE NETWORK//HOLDING BASED NETWORK
6 16078 PAGERANK//GOOGLE MATRIX//FOCUSED CRAWLER
7 16215 HUMAN DYNAMICS//BECS//COMPLEX NETWORKS SYST GRP
8 3468 SOCIAL NETWORKS//EXPONENTIAL RANDOM GRAPH MODELS//BLOCKMODELING
9 2557 EPIDEMIC SPREADING//EPIDEMIC THRESHOLD//INFLUENCE MAXIMIZATION
10 18140 NETWORK MOTIFS//TRIANGLE COUNTING//TRIANGLE LISTING

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