Class information for:
Level 1: COMMUNITY DETECTION//LINK PREDICTION//OVERLAPPING COMMUNITIES

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3172 2047 37.3 61%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
445 3       COMPLEX NETWORKS//PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS//ECONOPHYSICS 26356
504 2             COMPLEX NETWORKS//COMMUNITY DETECTION//SCALE FREE NETWORKS 15321
3172 1                   COMMUNITY DETECTION//LINK PREDICTION//OVERLAPPING COMMUNITIES 2047

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 COMMUNITY DETECTION authKW 3796681 16% 77% 332
2 LINK PREDICTION authKW 769442 4% 57% 90
3 OVERLAPPING COMMUNITIES authKW 501439 2% 82% 41
4 STOCHASTIC BLOCK MODEL authKW 461569 2% 74% 42
5 SPECTRAL CLUSTERING authKW 401791 5% 28% 96
6 COMPLEX NETWORKS authKW 355849 13% 9% 271
7 OVERLAPPING COMMUNITY DETECTION authKW 284100 1% 95% 20
8 COMMUNITY DISCOVERY authKW 165778 1% 65% 17
9 GRAPH CLUSTERING authKW 164618 2% 30% 37
10 CLUSTERING TECHNIQUES authKW 159769 1% 36% 30

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 14257 22% 0% 452
2 Physics, Mathematical 14171 24% 0% 482
3 Physics, Fluids & Plasmas 8782 16% 0% 335
4 Computer Science, Information Systems 8604 17% 0% 352
5 Physics, Multidisciplinary 3283 20% 0% 400
6 Computer Science, Software Engineering 1852 7% 0% 151
7 Computer Science, Theory & Methods 1167 7% 0% 147
8 Mathematics, Interdisciplinary Applications 545 4% 0% 85
9 Computer Science, Hardware & Architecture 541 3% 0% 65
10 Statistics & Probability 532 4% 0% 91

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 INTELLIGENT PERCEPT IMAGE UNDERSTANDING 57952 2% 8% 49
2 CNLL 48716 0% 47% 7
3 CABDYN COMPLEX 42456 1% 19% 15
4 WEB SCI 39339 1% 10% 26
5 COMPUTAT BIOINFORMAT 38172 0% 32% 8
6 CAROLINA INTERDISCIPLINARY PL MATH 33130 0% 22% 10
7 COMP SCI TECHNOL 32410 9% 1% 182
8 STUDY COMPLEX SYST 30721 1% 7% 28
9 BEING TRAFF DATA ANAL MIN 29831 0% 100% 2
10 INTELLIGENCE SCI ADV INTEGRAT TECHNOL 29831 0% 100% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA 45372 1% 12% 26
2 PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 29259 10% 1% 197
3 DATA MINING AND KNOWLEDGE DISCOVERY 13513 1% 4% 23
4 JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT 12580 3% 2% 55
5 WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS 11363 1% 4% 18
6 PHYSICAL REVIEW E 10171 9% 0% 192
7 EPJ DATA SCIENCE 7762 0% 7% 7
8 ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 6679 1% 3% 13
9 KNOWLEDGE AND INFORMATION SYSTEMS 6206 1% 2% 21
10 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 5678 2% 1% 34

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 COMMUNITY DETECTION 3796681 16% 77% 332 Search COMMUNITY+DETECTION Search COMMUNITY+DETECTION
2 LINK PREDICTION 769442 4% 57% 90 Search LINK+PREDICTION Search LINK+PREDICTION
3 OVERLAPPING COMMUNITIES 501439 2% 82% 41 Search OVERLAPPING+COMMUNITIES Search OVERLAPPING+COMMUNITIES
4 STOCHASTIC BLOCK MODEL 461569 2% 74% 42 Search STOCHASTIC+BLOCK+MODEL Search STOCHASTIC+BLOCK+MODEL
5 SPECTRAL CLUSTERING 401791 5% 28% 96 Search SPECTRAL+CLUSTERING Search SPECTRAL+CLUSTERING
6 COMPLEX NETWORKS 355849 13% 9% 271 Search COMPLEX+NETWORKS Search COMPLEX+NETWORKS
7 OVERLAPPING COMMUNITY DETECTION 284100 1% 95% 20 Search OVERLAPPING+COMMUNITY+DETECTION Search OVERLAPPING+COMMUNITY+DETECTION
8 COMMUNITY DISCOVERY 165778 1% 65% 17 Search COMMUNITY+DISCOVERY Search COMMUNITY+DISCOVERY
9 GRAPH CLUSTERING 164618 2% 30% 37 Search GRAPH+CLUSTERING Search GRAPH+CLUSTERING
10 CLUSTERING TECHNIQUES 159769 1% 36% 30 Search CLUSTERING+TECHNIQUES Search CLUSTERING+TECHNIQUES

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.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 FORTUNATO, S , (2010) COMMUNITY DETECTION IN GRAPHS.PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS. VOL. 486. ISSUE 3-5. P. 75 -174 118 57% 2254
2 FORTUNATO, S , HRIC, D , (2016) COMMUNITY DETECTION IN NETWORKS: A USER GUIDE.PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS. VOL. 659. ISSUE . P. 1 -44 99 86% 3
3 RONHOVDE, P , NUSSINOV, Z , (2015) LOCAL MULTIRESOLUTION ORDER IN COMMUNITY DETECTION.JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. VOL. . ISSUE . P. - 62 86% 2
4 NEWMAN, MEJ , (2012) COMMUNITIES, MODULES AND LARGE-SCALE STRUCTURE IN NETWORKS.NATURE PHYSICS. VOL. 8. ISSUE 1. P. 25 -31 43 83% 142
5 XIANG, J , HU, T , HU, K , TANG, YN , GAO, YY , CHAI, CH , LIU, XJ , (2015) ANALYSIS OF COMMUNITY-DETECTION METHODS BASED ON POTTS SPIN MODEL IN COMPLEX NETWORKS.CANADIAN JOURNAL OF PHYSICS. VOL. 93. ISSUE 4. P. 418 -423 54 93% 0
6 LANCICHINETTI, A , RADICCHI, F , RAMASCO, JJ , FORTUNATO, S , (2011) FINDING STATISTICALLY SIGNIFICANT COMMUNITIES IN NETWORKS.PLOS ONE. VOL. 6. ISSUE 4. P. - 40 82% 211
7 BEDI, P , SHARMA, C , (2016) COMMUNITY DETECTION IN SOCIAL NETWORKS.WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY. VOL. 6. ISSUE 3. P. 115 -135 50 86% 1
8 PEIXOTO, TP , (2014) HIERARCHICAL BLOCK STRUCTURES AND HIGH-RESOLUTION MODEL SELECTION IN LARGE NETWORKS.PHYSICAL REVIEW X. VOL. 4. ISSUE 1. P. - 53 72% 25
9 XIANG, J , HU, K , ZHANG, Y , BAO, MH , TANG, L , TANG, YN , GAO, YY , LI, JM , CHEN, BY , HU, JB , (2016) ENHANCING COMMUNITY DETECTION BY USING LOCAL STRUCTURAL INFORMATION.JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. VOL. . ISSUE . P. - 46 94% 0
10 XIANG, J , HU, XG , ZHANG, XY , FAN, JF , ZENG, XL , FU, GY , DENG, K , HU, K , (2012) MULTI-RESOLUTION MODULARITY METHODS AND THEIR LIMITATIONS IN COMMUNITY DETECTION.EUROPEAN PHYSICAL JOURNAL B. VOL. 85. ISSUE 10. P. - 48 92% 7

Classes with closest relation at Level 1


Rank Class id link
1 37082 COLLECTIVE INFERENCE//COLLECTIVE CLASSIFICATION//CODE 5514
2 25 COMPLEX NETWORKS//SCALE FREE NETWORKS//EPIDEMIC SPREADING
3 10000 SOCIAL NETWORKS//EXPONENTIAL RANDOM GRAPH MODELS//BLOCKMODELING
4 28248 INTERNATIONAL TRADE NETWORK//HOLDING BASED NETWORK//WORLD TRADE WEB
5 13178 HUMAN DYNAMICS//BECS//POPULARITY PREDICTION
6 21530 NETWORK MOTIFS//SUBGRAPH SAMPLING//PROGRAMA GENOM COMPUTAC
7 25141 DIFFUSION MAPS//SIGNAL PROCESSING ON GRAPHS//GRAPH SIGNAL PROCESSING
8 35798 AFFINITY PROPAGATION//VERY LARGE DATA SETS VLDS//BILINGUAL GRAPH
9 14541 PAGERANK//GOOGLE MATRIX//LINK ANALYSIS
10 22027 INFLUENCE MAXIMIZATION//RUMOR SPREADING//FROG MODEL

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