The DOI matches its Crossref record; 97 of the 97 references it cites were found in a registry or an index.
The evolution of trust and trustworthiness
Open accessAbstract
Trust and trustworthiness form the basis for continued social and economic interactions, and they are also fundamental for cooperation, fairness, honesty, and indeed for many other forms of prosocial and moral behaviour. However, trust entails risks, and building a trustworthy reputation requires effort. So how did trust and trustworthiness evolve, and under which conditions do they thrive? To find answers, we operationalize trust and trustworthiness using the trust game with the trustor's investment and the trustee's return of the investment as the two key parameters. We study this game on different networks, including the complete network, random and scale-free networks, and in the well-mixed limit. We show that in all but one case, the network structure has little effect on the evolution of trust and trustworthiness. Specifically, for well-mixed populations, lattices, random and scale-free networks, we find that trust never evolves, while trustworthiness evolves with some probability depending on the game parameters and the updating dynamics. Only for the scale-free network with degree non-normalized dynamics, we find parameter values for which trust evolves but trustworthiness does not, as well as values for which both trust and trustworthiness evolve. We conclude with a discussion about mechanisms that could lead to the evolution of trust and outline directions for future work.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Although there were attempts for enhancing the level of trust from different aspects, we notice that these studies are usually carried out in the framework of one-shot interaction, to our knowledge [8, 9, 16, 24, 26].”
From Conditional investment strategy in evolutionary trust games with repeated group interactions (2022) · cites this paper as [24]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Hardin, G. (1968) · Science · doi:10.1126/science.162.3859.1243 · Cited by 25,167
Axelrod, R., & Hamilton, W. D. (1981) · Science · doi:10.1126/science.7466396 · Cited by 20,065
The Evolution of Reciprocal Altruism
Trivers, R. L. (1971) · The Quarterly Review of Biology · doi:10.1086/406755 · Cited by 11,010
Newman, M. (2010) · doi:10.1093/acprof:oso/9780199206650.001.0001 · Cited by 6,595
Five Rules for the Evolution of Cooperation
Nowak, M. A. (2006) · Science · doi:10.1126/science.1133755 · Cited by 5,894
Trust, Reciprocity, and Social History
Berg, J., Dickhaut, J., & McCabe, K. (1995) · Games and Economic Behavior · doi:10.1006/game.1995.1027 · Cited by 5,548
Statistical physics of social dynamics
Castellano, C., Fortunato, S., & Loreto, V. (2009) · Reviews of Modern Physics · doi:10.1103/revmodphys.81.591 · Cited by 4,119
Epidemic processes in complex networks
Pastor-Satorras, R., Castellano, C., Van Mieghem, P., & Vespignani, A. (2015) · Reviews of Modern Physics · doi:10.1103/revmodphys.87.925 · Cited by 3,697
Oxytocin increases trust in humans
Kosfeld, M., Heinrichs, M., Zak, P. J., Fischbacher, U., & Fehr, E. (2005) · Nature · doi:10.1038/nature03701 · Cited by 3,690
Traffic and related self-driven many-particle systems
Helbing, D. (2001) · Reviews of Modern Physics · doi:10.1103/revmodphys.73.1067 · Cited by 3,285
Liggett, T. M. (1985) · Grundlehren der mathematischen Wissenschaften · doi:10.1007/978-1-4613-8542-4 · Cited by 2,935
Dynamical Processes on Complex Networks
Barrat, A., Barthélemy, M., & Vespignani, A. (2008) · doi:10.1017/cbo9780511791383 · Cited by 2,704 · cited 1×
“An exciting development during the past two decades has been the coming of age of network science [13–16], which combined with other methods of statistical physics [17–19], has reached a level of maturity that allows us to tackle some of the greatest challenges of our time.”
Biological signals as handicaps
Grafen, A. (1990) · Journal of Theoretical Biology · doi:10.1016/s0022-5193(05)80088-8 · Cited by 2,462
Glaeser, E. L., Laibson, D., Scheinkman, J. A., & Soutter, C. L. (2000) · The Quarterly Journal of Economics · doi:10.1162/003355300554926 · Cited by 2,297
Scale-Free Networks Provide a Unifying Framework for the Emergence of Cooperation
Santos, F. C., & Pacheco, J. M. (2005) · Physical Review Letters · doi:10.1103/physrevlett.95.098104 · Cited by 1,824
The evolution of altruistic punishment
Boyd, R., Gintis, H., Bowles, S., & Richerson, P. J. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0630443100 · Cited by 1,748
Statistical physics of human cooperation
Perc, M., Jordan, J., Rand, D. G., Wang, Z., Boccaletti, S., & Szolnoki, A. (2017) · Physics Reports · doi:10.1016/j.physrep.2017.05.004 · Cited by 1,599
Self-citationReputation helps solve the ‘tragedy of the commons’
Milinski, M., Semmann, D., & Krambeck, H.-J. (2002) · Nature · doi:10.1038/415424a · Cited by 1,371
Rand, D. G., & Nowak, M. A. (2013) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.06.003 · Cited by 1,308
The Competitive Advantage of Sanctioning Institutions
Gürerk, O., Irlenbusch, B., & Rockenbach, B. (2006) · Science · doi:10.1126/science.1123633 · Cited by 997
Statistical physics of vaccination
Wang, Z., Bauch, C. T., Bhattacharyya, S., d’Onofrio, A., Manfredi, P., Perc, M., Perra, N., Salathé, M., & Zhao, D. (2016) · Physics Reports · doi:10.1016/j.physrep.2016.10.006 · Cited by 973
Self-citationJohnson, N. D., & Mislin, A. A. (2011) · Journal of Economic Psychology · doi:10.1016/j.joep.2011.05.007 · Cited by 967
Bohnet, I., & Zeckhauser, R. (2004) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2003.11.004 · Cited by 787
Is It Good to Cooperate? Testing the Theory of Morality-as-Cooperation in 60 Societies
Curry, O. S., Mullins, D., & Whitehouse, H. (2019) · Current Anthropology · doi:10.1086/701478 · Cited by 782
Positive Interactions Promote Public Cooperation
Rand, D. G., Dreber, A., Ellingsen, T., Fudenberg, D., & Nowak, M. A. (2009) · Science · doi:10.1126/science.1177418 · Cited by 715
Monte Carlo Simulation in Statistical Physics
Binder, K., & Heermann, D. W. (1988) · Springer series in solid-state sciences · doi:10.1007/978-3-662-08854-8 · Cited by 703
Coevolution of Strategy and Structure in Complex Networks with Dynamical Linking
Pacheco, J. M., Traulsen, A., & Nowak, M. A. (2006) · Physical Review Letters · doi:10.1103/physrevlett.97.258103 · Cited by 697
On The Economics and Biology of Trust
Fehr, E. (2009) · Journal of the European Economic Association · doi:10.1162/jeea.2009.7.2-3.235 · Cited by 680
Universal scaling for the dilemma strength in evolutionary games
Wang, Z., Kokubo, S., Jusup, M., & Tanimoto, J. (2015) · Physics of Life Reviews · doi:10.1016/j.plrev.2015.04.033 · Cited by 589
Dynamical Organization of Cooperation in Complex Topologies
Gómez‐Gardeñes, J., Campillo, M., Florı́a, L. M., & Moreno, Y. (2007) · Physical Review Letters · doi:10.1103/physrevlett.98.108103 · Cited by 542
Humans display a ‘cooperative phenotype’ that is domain general and temporally stable
Peysakhovich, A., Nowak, M. A., & Rand, D. G. (2014) · Nature Communications · doi:10.1038/ncomms5939 · Cited by 426
Kimbrough, E. O., & Vostroknutov, A. (2015) · Journal of the European Economic Association · doi:10.1111/jeea.12152 · Cited by 406
Milinski, M., Semmann, D., Krambeck, H.-J., & Marotzke, J. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0504902103 · Cited by 389
Evolutionary Establishment of Moral and Double Moral Standards through Spatial Interactions
Helbing, D., Szolnoki, A., Perc, M., & Szabó, G. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000758 · Cited by 379
Self-citationSocial heuristics and social roles: Intuition favors altruism for women but not for men.
Rand, D. G., Brescoll, V. L., Everett, J. A. C., Capraro, V., & Barcelo, H. (2016) · Journal of Experimental Psychology General · doi:10.1037/xge0000154 · Cited by 345
Self-citationImitation processes with small mutations
Fudenberg, D., & Imhof, L. A. (2006) · Journal of Economic Theory · doi:10.1016/j.jet.2005.04.006 · Cited by 335
Trusting and trustworthiness: What are they, how to measure them, and what affects them
Ben‐Ner, A., & Halldórsson, F. (2009) · Journal of Economic Psychology · doi:10.1016/j.joep.2009.10.001 · Cited by 305
Statistical physics of crime: A review
D'Orsogna, M. R., & Perc, M. (2014) · Physics of Life Reviews · doi:10.1016/j.plrev.2014.11.001 · Cited by 281
Self-citationBreaking the Symmetry between Interaction and Replacement in Evolutionary Dynamics on Graphs
Ohtsuki, H., Nowak, M. A., & Pacheco, J. M. (2007) · Physical Review Letters · doi:10.1103/physrevlett.98.108106 · Cited by 269
A new route to the evolution of cooperation
Santos, F. C., & Pacheco, J. M. (2006) · Journal of Evolutionary Biology · doi:10.1111/j.1420-9101.2005.01063.x · Cited by 248
Trust and reciprocity decisions: The differing perspectives of trustors and trusted parties
Malhotra, D. K. (2004) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2004.03.001 · Cited by 235
Gender differences in altruism on Mechanical Turk: Expectations and actual behaviour
Brañas‐Garza, P., Capraro, V., & Ramirez, E. G. R. (2018) · Economics Letters · doi:10.1016/j.econlet.2018.05.022 · Cited by 233
Self-citationDefense Mechanisms of Empathetic Players in the Spatial Ultimatum Game
Szolnoki, A., Perc, M., & Szabó, G. (2012) · Physical Review Letters · doi:10.1103/physrevlett.109.078701 · Cited by 224
Self-citationErmisch, J., Gambetta, D., Laurie, H., Siedler, T., & Uhrig, S. C. N. (2009) · Journal of the Royal Statistical Society Series A (Statistics in Society) · doi:10.1111/j.1467-985x.2009.00591.x · Cited by 201
Szolnoki, A., & Perc, M. (2013) · Physical Review X · doi:10.1103/physrevx.3.041021 · Cited by 199
Self-citationEvolutionary advantages of adaptive rewarding
Szolnoki, A., & Perc, M. (2012) · New Journal of Physics · doi:10.1088/1367-2630/14/9/093016 · Cited by 197
Self-citationCapraro, V., & Rand, D. G. (2017) · Judgment and Decision Making · doi:10.1017/s1930297500008858 · Cited by 191
Self-citationIncentives and opportunism: from the carrot to the stick
Hilbe, C., & Sigmund, K. (2010) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2010.0065 · Cited by 187
Page, K. M., Nowak, M. A., & Sigmund, K. (2000) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2000.1266 · Cited by 185
Do people trust too much or too little?
Fetchenhauer, D., & Dunning, D. A. (2008) · Journal of Economic Psychology · doi:10.1016/j.joep.2008.04.006 · Cited by 174
Grand Challenges in Social Physics: In Pursuit of Moral Behavior
Capraro, V., & Perc, M. (2018) · Frontiers in Physics · doi:10.3389/fphy.2018.00107 · Cited by 166
Self-citationOVERLAPPING GENERATIONS CAN PROMOTE ALTRUISTIC BEHAVIOR
Taylor, P., & Irwin, A. J. (2000) · Evolution · doi:10.1111/j.0014-3820.2000.tb00549.x · Cited by 163
Trust, Reciprocity, and Social History: A Re-examination
Ortmann, A., Fitzgerald, J., & Boeing, C. (2000) · Experimental Economics · doi:10.1023/a:1009946125005 · Cited by 159
“Do the right thing:” The effects of moral suasion on cooperation
Dal Bó, E., & Dal Bó, P. (2014) · Journal of Public Economics · doi:10.1016/j.jpubeco.2014.05.002 · Cited by 157
Evolution of trust and trustworthiness: social awareness favours personality differences
McNamara, J. M., Stephens, P. A., Dall, S. R. X., & Houston, A. I. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2008.1182 · Cited by 156
Trusting Intelligent Machines: Deepening Trust Within Socio-Technical Systems
Andras, P., Esterle, L., Guckert, M., Han, T. A., Lewis, P. R., Milanovic, K., Payne, T., Perret, C., Pitt, J., Powers, S. T., et al. (2018) · IEEE Technology and Society Magazine · doi:10.1109/mts.2018.2876107 · Cited by 153
A Model of Human Cooperation in Social Dilemmas
Capraro, V. (2013) · PLoS ONE · doi:10.1371/journal.pone.0072427 · Cited by 149
Self-citationIncreasing altruistic and cooperative behaviour with simple moral nudges
Capraro, V., Jagfeld, G., Klein, R., Mul, M., & de Pol, I. V. (2019) · Scientific Reports · doi:10.1038/s41598-019-48094-4 · Cited by 135
Self-citationClimate change governance, cooperation and self-organization
Pacheco, J. M., de Vasconcelos, V. V. L., & Santos, F. C. (2014) · Physics of Life Reviews · doi:10.1016/j.plrev.2014.02.003 · Cited by 134
Emergent Hierarchical Structures in Multiadaptive Games
Lee, S., Holme, P., & Wu, Z.-X. (2011) · Physical Review Letters · doi:10.1103/physrevlett.106.028702 · Cited by 114
Does telling white lies signal pro-social preferences?
Biziou-van-Pol, L., Haenen, J., Novaro, A., Liberman, A. O., & Capraro, V. (2015) · Judgment and Decision Making · doi:10.1017/s1930297500006987 · Cited by 104
Self-citationPerc, M. (2019) · Scientific Reports · doi:10.1038/s41598-019-53300-4 · Cited by 104
Self-citationHeterogeneous update mechanisms in evolutionary games: Mixing innovative and imitative dynamics
Amaral, M. A., & Javarone, M. A. (2018) · Physical review. E · doi:10.1103/physreve.97.042305 · Cited by 103
Trust as a social and emotional act: Noneconomic considerations in trust behavior
Dunning, D. A., Fetchenhauer, D., & Schlösser, T. M. (2011) · Journal of Economic Psychology · doi:10.1016/j.joep.2011.09.005 · Cited by 102
Network reciprocity by coexisting learning and teaching strategies
Tanimoto, J., Brede, M., & Yamauchi, A. (2012) · Physical Review E · doi:10.1103/physreve.85.032101 · Cited by 98
The effect of the topology on the spatial ultimatum game
Kuperman, M. N., & Risau-Gusman, S. (2008) · The European Physical Journal B · doi:10.1140/epjb/e2008-00133-x · Cited by 83
Evolution of commitment and level of participation in public goods games
Han, T. A., Pereira, L. M., & Lenaerts, T. (2016) · Autonomous Agents and Multi-Agent Systems · doi:10.1007/s10458-016-9338-4 · Cited by 83
Good Agreements Make Good Friends
Han, T. A., Pereira, L. M., Santos, F. C., & Lenaerts, T. (2013) · Scientific Reports · doi:10.1038/srep02695 · Cited by 79
Statistical physics of the spatial Prisoner’s Dilemma with memory-aware agents
Javarone, M. A. (2016) · The European Physical Journal B · doi:10.1140/epjb/e2016-60901-5 · Cited by 79
The $N$ -Player Trust Game and its Replicator Dynamics
Abbass, H. A., Greenwood, G. W., & Petraki, E. (2015) · IEEE Transactions on Evolutionary Computation · doi:10.1109/tevc.2015.2484840 · Cited by 79
Accuracy in strategy imitations promotes the evolution of fairness in the spatial ultimatum game
Szolnoki, A., Perc, M., & Szabó, G. (2012) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/100/28005 · Cited by 77
Self-citationApology and forgiveness evolve to resolve failures in cooperative agreements
Martínez-Vaquero, L. A., Han, T. A., Pereira, L. M., & Lenaerts, T. (2015) · Scientific Reports · doi:10.1038/srep10639 · Cited by 76
Avoiding or restricting defectors in public goods games?
Han, T. A., Pereira, L. M., & Lenaerts, T. (2014) · Journal of The Royal Society Interface · doi:10.1098/rsif.2014.1203 · Cited by 75
Synergistic third-party rewarding and punishment in the public goods game
Fang, Y., Benko, T. P., Perc, M., Xu, H., & Tan, Q. (2019) · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rspa.2019.0349 · Cited by 75
Self-citationEriksson, K., Strimling, P., Andersson, P., & Lindholm, T. (2016) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2016.09.004 · Cited by 73
Evolution of cooperation driven by zealots
Masuda, N. (2012) · Scientific Reports · doi:10.1038/srep00646 · Cited by 69
Social Dilemma Cooperation (Unlike Dictator Game Giving) Is Intuitive for Men As Well As WomenPreprint
Rand, D. G. (2017) · SSRN Electronic Journal · doi:10.1016/j.jesp.2017.06.013 · Cited by 69
Information, Irrationality and the Evolution of Trust
Manapat, M. L., Nowak, M. A., & Rand, D. G. (2012) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2012.10.018 · Cited by 66
People Do Not Feel Guilty About Exploiting Machines
Melo, C. D., Marsella, S., & Gratch, J. S. (2016) · ACM Transactions on Computer-Human Interaction · doi:10.1145/2890495 · Cited by 59
To trust, or not to trust: Cognitive reflection in trust games
Corgnet, B., Espín, A. M., Hérnan-Gonzalez, R., Kujal, P., & Rassenti, S. (2015) · Journal of Behavioral and Experimental Economics · doi:10.1016/j.socec.2015.09.008 · Cited by 56
Second-order freeriding on antisocial punishment restores the effectiveness of prosocial punishmentPreprint
Szolnoki, A., & Perc, M. (2017) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/198192 · Cited by 55
Self-citationThe evolution of lying in well-mixed populations
Capraro, V., Perc, M., & Vilone, D. (2019) · Journal of The Royal Society Interface · doi:10.1098/rsif.2019.0211 · Cited by 49
Self-citationThe coevolutionary ultimatum game
Gao, J., Li, Z., Wu, T., & Wang, L. (2011) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/93/48003 · Cited by 46
Partner selection supported by opaque reputation promotes cooperative behavior
Capraro, V., Giardini, F., Vilone, D., & Paolucci, M. (2016) · Judgment and Decision Making · doi:10.1017/s1930297500004800 · Cited by 45
Self-citationEffects of update rules on networked n-player trust game dynamics
Chica, M., Chiong, R., Ramasco, J. J., & Abbass, H. (2019) · Communications in Nonlinear Science and Numerical Simulation · doi:10.1016/j.cnsns.2019.104870 · Cited by 39
Lying on networks: The role of structure and topology in promoting honesty
Capraro, V., Perc, M., & Vilone, D. (2020) · Physical review. E · doi:10.1103/physreve.101.032305 · Cited by 38
Self-citationFinite-population evolution with rare mutations in asymmetric games
Veller, C., & Hayward, L. K. (2015) · Journal of Economic Theory · doi:10.1016/j.jet.2015.12.005 · Cited by 32
The coevolutionary ultimatum game on different network topologies
Deng, L., Tang, W., & Zhang, J. (2011) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2011.06.076 · Cited by 29
Heterogeneous Motives in the Trust Game: A Tale of Two Roles
Espín, A. M., Exadaktylos, F., & Neyse, L. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00728 · Cited by 25
When agreement-accepting free-riders are a necessary evil for the evolution of cooperation
Martínez-Vaquero, L. A., Han, T. A., Pereira, L. M., & Lenaerts, T. (2017) · Scientific Reports · doi:10.1038/s41598-017-02625-z · Cited by 22
CRITICAL BEHAVIOR IN AN EVOLUTIONARY ULTIMATUM GAME WITH SOCIAL STRUCTURE
Eguíluz, V. M., & Tessone, C. J. (2009) · Advances in Complex Systems · doi:10.1142/s0219525909002179 · Cited by 20
Delayed and Inconsistent Information and the Evolution of Trust
Manapat, M. L., & Rand, D. G. (2012) · Dynamic Games and Applications · doi:10.1007/s13235-012-0055-6 · Cited by 20
da Silva, R., Kellermann, G. A., & Lamb, L. C. (2009) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2009.01.017 · Cited by 18
Evolution of honest signaling by social punishment
Catteeuw, D., Han, T. A., & Manderick, B. (2014) · Genetic and Evolutionary Computation Conference (GECCO) · doi:10.1145/2576768.2598312 · Cited by 16
Bao, M., & Wild, G. (2012) · Theoretical Population Biology · doi:10.1016/j.tpb.2012.06.006 · Cited by 13
Hierarchical invasion of cooperation in complex networks
Vilone, D., Capraro, V., & Ramasco, J. J. (2018) · Journal of Physics Communications · doi:10.1088/2399-6528/aaab2e · Cited by 7
Self-citationExpectations of Fairness and Trust Co-Evolve in Environments of Partial Information
Rauwolf, P., & Bryson, J. J. (2017) · Dynamic Games and Applications · doi:10.1007/s13235-017-0230-x · Cited by 6
Research works printed but not linked: 7
- Pinker S, 2011, The better angels of our nature: why wiolence has declined
- Pinker S, 2018, Enlightenment now: the case for reason, science, humanism, and progress
- Estrada E, 2012, The structure of complex networks: theory and applications
- Barabási AL, 2015, Network science
- Stanley HE, 1971, Introduction to phase transitions and critical phenomena
- Landau DP, 2000, A guide to Monte Carlo simulations in statistical physics
- Pereira LM Lenaerts T Martinez-Vaquero LA Han TA. 2017 Social manifestation of guilt leads to stable cooperation in multi-agent systems. In AAMAS '17: Proc. of the 16th Conf. on Autonomous Agents and MultiAgent Systems 8–12 May São Paulo Brazil pp. 1422–1430. New York NY: ACM.
Cited by
Sorted by citations
Mathematical foundations of moral preferences
Capraro, V., & Perc, M. (2021) · Journal of The Royal Society Interface · doi:10.1098/rsif.2020.0880 · Cited by 337
Self-citationAn epidemiological model with voluntary quarantine strategies governed by evolutionary game dynamics
Amaral, M. A., de Oliveira, M. M., & Javarone, M. A. (2021) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2020.110616 · Cited by 117
Higher-order interactions shape collective human behaviour
Battiston, F., Capraro, V., Karimi, F., Lehmann, S., Migliano, A. B., Sadekar, O., Sánchez, Á., & Perc, M. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02373-5 · Cited by 116
Self-citationEvolution of honesty in higher-order social networks
Kumar, A., Chowdhary, S., Capraro, V., & Perc, M. (2021) · Physical review. E · doi:10.1103/physreve.104.054308 · Cited by 93
Self-citationLanguage-based game theory in the age of artificial intelligence
Capraro, V., Paolo, R. D., Perc, M., & Pizziol, V. (2024) · Journal of The Royal Society Interface · doi:10.1098/rsif.2023.0720 · Cited by 97
Self-citation
Metadata
- Authors
- Kumar, A., Capraro, V., & Perc, M.
- Affiliations
- Indian Institute of Science Education and Research Pune (IN)
- Middlesex University London (GB)
- China Medical University (TW)
- Corresponding author
- Capraro, Valerio
- Venue
- Journal of The Royal Society Interface
- Publisher
- The Royal Society
- Published
- 2020-08
- Volume
- 17
- Issue
- 169
- Pages
- 20200491
- ISSN
- 1742-5662 (ISSN-L)
- 1742-5689
- PMC
- PMC7482572
- OpenAlex
- W3048692749
- Cited by
- 148
- References
- 97
- Citations by year
- 2026: 27 · 2025: 27 · 2024: 30 · 2023: 21 · 2022: 13 · 2021: 23 · 2020: 7
- FWCI
- 21.40
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Journal of The Royal Society Interface (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Middlesex University Research Repository (Middlesex University Of London) (acceptedVersion)
- arXiv (Cornell University) (submittedVersion)
- BOA (University of Milano-Bicocca) (submittedVersion)
- arXiv (Cornell University)
- Topics
- Social Sciences › Sociology and Political Science › Evolutionary Game Theory and Cooperation
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Experimental Behavioral Economics Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Evolutionary Psychology and Human Behavior
- Keywords
- trustworthiness, trust game, cooperation, social networks, scale-free networks, random networks, well-mixed populations, lattice networks, reputation, prosocial behavior, evolutionary dynamics
- MeSH terms
- Probability, Trust
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review