Class information for:
Level 1: OPINION DYNAMICS//SOCIOPHYSICS//OPINION FORMATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
6679 1456 30.1 60%


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
6679 1                   OPINION DYNAMICS//SOCIOPHYSICS//OPINION FORMATION 1456

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 OPINION DYNAMICS authKW 3256576 14% 78% 199
2 SOCIOPHYSICS authKW 1872057 8% 74% 121
3 OPINION FORMATION authKW 705396 4% 58% 58
4 BOUNDED CONFIDENCE authKW 655178 2% 92% 34
5 SZNAJD MODEL authKW 503290 2% 100% 24
6 AXELROD MODEL authKW 293586 1% 100% 14
7 INTERACTING AGENT MODELS authKW 274476 2% 36% 36
8 OPINION EVOLUTION authKW 272615 1% 100% 13
9 CRITICAL PHENOMENA OF SOCIO ECONOMIC SYSTEMS authKW 246541 2% 44% 27
10 DIETRICH STAUFFER COMPUTAT PHYS address 177191 1% 65% 13

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 Physics, Mathematical 29112 39% 0% 575
2 Physics, Multidisciplinary 7811 34% 0% 497
3 Physics, Fluids & Plasmas 6562 17% 0% 244
4 Computer Science, Interdisciplinary Applications 3463 14% 0% 198
5 Mathematics, Interdisciplinary Applications 985 6% 0% 92
6 Social Sciences, Interdisciplinary 927 4% 0% 64
7 Social Sciences, Mathematical Methods 430 2% 0% 33
8 Sociology 335 3% 0% 46
9 Multidisciplinary Sciences 130 2% 0% 27
10 Mathematics, Applied 110 5% 0% 70

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 DIETRICH STAUFFER COMPUTAT PHYS 177191 1% 65% 13
2 GRIFE EACH 146793 0% 100% 7
3 CEVIPOF POLIT 125822 0% 100% 6
4 COMMUN INFORMAT SYST 57404 1% 13% 21
5 IM EC 44400 0% 35% 6
6 BEIJING MUNICIPAL COMMISS EDUC 42168 1% 15% 13
7 DIPARTIMENTO SOCIOL METODI SCI SOCIALI 41941 0% 100% 2
8 GRIFE 41937 0% 50% 4
9 UNIV STUDENTS INNOVAT 39511 0% 27% 7
10 DUMAS HUMANITIES SOCIAL SCI 37744 0% 60% 3

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 INTERNATIONAL JOURNAL OF MODERN PHYSICS C 159119 10% 5% 150
2 JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION 75169 3% 7% 48
3 ADVANCES IN COMPLEX SYSTEMS 63473 3% 8% 40
4 PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 58853 16% 1% 235
5 PHYSICAL REVIEW E 18345 15% 0% 216
6 JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT 17731 4% 2% 55
7 JOURNAL OF MATHEMATICAL SOCIOLOGY 12917 1% 4% 17
8 EUROPEAN PHYSICAL JOURNAL B 10083 4% 1% 61
9 SANTA FE INSTITUTE STUDIES IN THE SCIENCES OF COMPLEXITY - PROCEEDINGS VOLUMES 3726 0% 3% 6
10 EPL 2746 2% 0% 33

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 OPINION DYNAMICS 3256576 14% 78% 199 Search OPINION+DYNAMICS Search OPINION+DYNAMICS
2 SOCIOPHYSICS 1872057 8% 74% 121 Search SOCIOPHYSICS Search SOCIOPHYSICS
3 OPINION FORMATION 705396 4% 58% 58 Search OPINION+FORMATION Search OPINION+FORMATION
4 BOUNDED CONFIDENCE 655178 2% 92% 34 Search BOUNDED+CONFIDENCE Search BOUNDED+CONFIDENCE
5 SZNAJD MODEL 503290 2% 100% 24 Search SZNAJD+MODEL Search SZNAJD+MODEL
6 AXELROD MODEL 293586 1% 100% 14 Search AXELROD+MODEL Search AXELROD+MODEL
7 INTERACTING AGENT MODELS 274476 2% 36% 36 Search INTERACTING+AGENT+MODELS Search INTERACTING+AGENT+MODELS
8 OPINION EVOLUTION 272615 1% 100% 13 Search OPINION+EVOLUTION Search OPINION+EVOLUTION
9 CRITICAL PHENOMENA OF SOCIO ECONOMIC SYSTEMS 246541 2% 44% 27 Search CRITICAL+PHENOMENA+OF+SOCIO+ECONOMIC+SYSTEMS Search CRITICAL+PHENOMENA+OF+SOCIO+ECONOMIC+SYSTEMS
10 CONTINUOUS OPINIONS 167763 1% 100% 8 Search CONTINUOUS+OPINIONS Search CONTINUOUS+OPINIONS

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 CASTELLANO, C , FORTUNATO, S , LORETO, V , (2009) STATISTICAL PHYSICS OF SOCIAL DYNAMICS.REVIEWS OF MODERN PHYSICS. VOL. 81. ISSUE 2. P. 591 -646 208 53% 1166
2 SLANINA, F , (2011) DYNAMICAL PHASE TRANSITIONS IN HEGSELMANN-KRAUSE MODEL OF OPINION DYNAMICS AND CONSENSUS.EUROPEAN PHYSICAL JOURNAL B. VOL. 79. ISSUE 1. P. 99 -106 50 98% 7
3 GALAM, S , (2017) GEOMETRIC VULNERABILITY OF DEMOCRATIC INSTITUTIONS AGAINST LOBBYING: A SOCIOPHYSICS APPROACH.MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES. VOL. 27. ISSUE 1. P. 13 -44 23 96% 1
4 GALAM, S , (2008) SOCIOPHYSICS: A REVIEW OF GALAM MODELS.INTERNATIONAL JOURNAL OF MODERN PHYSICS C. VOL. 19. ISSUE 3. P. 409 -440 35 97% 132
5 BORDOGNA, CM , ALBANO, EV , (2007) STATISTICAL METHODS APPLIED TO THE STUDY OF OPINION FORMATION MODELS: A BRIEF OVERVIEW AND RESULTS OF A NUMERICAL STUDY OF A MODEL BASED ON THE SOCIAL IMPACT THEORY.JOURNAL OF PHYSICS-CONDENSED MATTER. VOL. 19. ISSUE 6. P. - 48 81% 24
6 BALANKIN, AS , CRUZ, MAM , MARTINEZ, AT , (2011) EFFECT OF INITIAL CONCENTRATION AND SPATIAL HETEROGENEITY OF ACTIVE AGENT DISTRIBUTION ON OPINION DYNAMICS.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. VOL. 390. ISSUE 21-22. P. 3876 -3887 45 82% 2
7 VIEIRA, AR , ANTENEODO, C , CROKIDAKIS, N , (2016) CONSEQUENCES OF NONCONFORMIST BEHAVIORS IN A CONTINUOUS OPINION MODEL.JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. VOL. . ISSUE . P. - 30 94% 2
8 WANG, BH , YANG, HX , WANG, WX , LAI, YC , (2012) CONVERGENCE TO GLOBAL CONSENSUS IN OPINION DYNAMICS UNDER A NONLINEAR VOTER MODEL.PHYSICS LETTERS A. VOL. 376. ISSUE 4. P. 282 -285 36 92% 7
9 CROKIDAKIS, N , DE OLIVEIRA, PMC , (2015) INFLEXIBILITY AND INDEPENDENCE: PHASE TRANSITIONS IN THE MAJORITY-RULE MODEL.PHYSICAL REVIEW E. VOL. 92. ISSUE 6. P. - 34 89% 2
10 FAN, KQ , PEDRYCZ, W , (2016) OPINION EVOLUTION INFLUENCED BY INFORMED AGENTS.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. VOL. 462. ISSUE . P. 431 -441 35 80% 0

Classes with closest relation at Level 1


Rank Class id link
1 13178 HUMAN DYNAMICS//BECS//POPULARITY PREDICTION
2 12904 LANGUAGE EVOLUTION//LANGUAGE EVOLUT COMPUTAT UNIT//LANGUAGE COMPETITION
3 22027 INFLUENCE MAXIMIZATION//RUMOR SPREADING//FROG MODEL
4 25 COMPLEX NETWORKS//SCALE FREE NETWORKS//EPIDEMIC SPREADING
5 23234 DRIVEN LATTICE GAS//STOCHAST PROC SCI ENGN//DRIVEN DIFFUSIVE SYSTEMS
6 13885 WEALTH DISTRIBUTION//ECONOPHYSICS//PARETOS LAW
7 20998 MINORITY GAME//EVOLUTIONARY MINORITY GAME//TRIESTE SISSA UNIT
8 16859 HERDING//INFORMATIONAL CASCADES//HERD BEHAVIOR
9 33289 AUTHORITARIAN SYSTEM//CELLULAR AUTOMAION//ECOLOGICAL NON MONOTONICITY
10 1304 EVOLUTION OF COOPERATION//PRISONERS DILEMMA//EVOLUTIONARY GAME THEORY

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