{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T05:53:46Z","timestamp":1759989226795,"version":"3.41.0"},"reference-count":80,"publisher":"Association for Computing Machinery (ACM)","issue":"1","license":[{"start":{"date-parts":[[2023,10,11]],"date-time":"2023-10-11T00:00:00Z","timestamp":1696982400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Web"],"published-print":{"date-parts":[[2024,2,29]]},"abstract":"<jats:p>Massively multiplayer online games (MMOGs) played on the Web provide a new form of social, computer-mediated interactions that allow the connection of millions of players worldwide. The rules governing team-based MMOGs are typically complex and nondeterministic giving rise to an intricate dynamical behavior. However, due to the novelty and complexity of MMOGs, their behavior is understudied. In this article, we investigate the MMOG World of Tanks Blitz by using a combined approach based on data science and complex adaptive systems. We analyze data on the population level to get insights into organizational principles of the game and its game mechanics. For this reason, we study the scaling behavior and the predictability of system variables. As a result, we find a power-law behavior on the population level revealing long-range interactions between system variables. Furthermore, we identify and quantify the predictability of summary statistics of the game and its decomposition into explanatory variables. This reveals a heterogeneous progression through the tiers and identifies only a single system variable as key driver for the win rate.<\/jats:p>","DOI":"10.1145\/3617509","type":"journal-article","created":{"date-parts":[[2023,8,26]],"date-time":"2023-08-26T10:38:05Z","timestamp":1693046285000},"page":"1-27","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Human Team Behavior and Predictability in the Massively Multiplayer Online Game WOT Blitz"],"prefix":"10.1145","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0745-5641","authenticated-orcid":false,"given":"Frank","family":"Emmert-Streib","sequence":"first","affiliation":[{"name":"Predictive Society and Data Analytics Lab, Faculty of Information Technology and Communication Sciences, Tampere University, Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3484-6368","authenticated-orcid":false,"given":"Shailesh","family":"Tripathi","sequence":"additional","affiliation":[{"name":"Predictive Society and Data Analytics Lab, Faculty of Information Technology and Communication Sciences, Tampere University, Finland, and Production and Operations Management, University of Applied Sciences Upper Austria, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8454-5857","authenticated-orcid":false,"given":"Matthias","family":"Dehmer","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Swiss Distance University of Applied Science, Switzerland, College of Artificial Intelligence, Nankai University, China, Department for Biomedical Computer Science and Mechatronics, UMIT\u2013Private University for Health Sciences, Medical Informatics and Technology, Hall in Tyrol, Austria, and Predictive Society and Data Analytics Lab, Faculty of Information Technology and Communication Sciences, Tampere University, Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,10,11]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/1324198.1324207"},{"issue":"7","key":"e_1_3_1_3_2","doi-asserted-by":"crossref","first-page":"1385","DOI":"10.1103\/PhysRevLett.80.1385","article-title":"Power law scaling for a system of interacting units with complex internal structure","volume":"80","author":"Amaral Luis A. Nunes","year":"1998","unstructured":"Luis A. Nunes Amaral, Sergey V. Buldyrev, Shlomo Havlin, Michael A. Salinger, and H. Eugene Stanley. 1998. Power law scaling for a system of interacting units with complex internal structure. Physical Review Letters 80, 7 (1998), 1385.","journal-title":"Physical Review Letters"},{"key":"e_1_3_1_4_2","article-title":"Principles of the self-organizing dynamic system","author":"Ashby W. R.","year":"1947","unstructured":"W. R. Ashby. 1947. Principles of the self-organizing dynamic system. Journal of General Psychology 37, 2 (1947), 125\u2013128.","journal-title":"Journal of General Psychology"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.1146930"},{"key":"e_1_3_1_6_2","volume-title":"How Nature Works: The Science of Self-Organized Criticality","author":"Bak Per","year":"2013","unstructured":"Per Bak. 2013. How Nature Works: The Science of Self-Organized Criticality. Springer Science & Business Media."},{"key":"e_1_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.71.4083"},{"key":"e_1_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.59.381"},{"key":"e_1_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1037\/a0019442"},{"key":"e_1_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1004706019826"},{"issue":"1","key":"e_1_3_1_11_2","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/j.rehab.2019.06.015","article-title":"New factors that affect quality of life in patients with aphasia","volume":"63","author":"Bullier B\u00e9n\u00e9dicte","year":"2020","unstructured":"B\u00e9n\u00e9dicte Bullier, H\u00e9l\u00e8ne Cassoudesalle, Marie Villain, M\u00e9lanie Cogn\u00e9, Cl\u00e9mence Mollo, Isabelle De Gabory, Patrick Dehail, Pierre-Alain Joseph, Igor Sibon, and Bertrand Glize. 2020. New factors that affect quality of life in patients with aphasia. Annals of Physical and Rehabilitation Medicine 63, 1 (2020), 33\u201337.","journal-title":"Annals of Physical and Rehabilitation Medicine"},{"key":"e_1_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1086\/667856"},{"key":"e_1_3_1_13_2","volume-title":"Self-Organization in Biological Systems","author":"Camazine Scott","year":"2003","unstructured":"Scott Camazine, Jean-Louis Deneubourg, Nigel R. Franks, James Sneyd, Guy Theraula, and Eric Bonabeau. 2003. Self-Organization in Biological Systems. Princeton University Press."},{"issue":"4","key":"e_1_3_1_14_2","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1177\/1555412009343574","article-title":"Virtual worlds: Petri dishes, rat mazes, and supercolliders","volume":"4","author":"Castronova Edward","year":"2009","unstructured":"Edward Castronova and Matthew Falk. 2009. Virtual worlds: Petri dishes, rat mazes, and supercolliders. Games and Culture 4, 4 (2009), 396\u2013407.","journal-title":"Games and Culture"},{"issue":"3","key":"e_1_3_1_15_2","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1016\/S0378-4371(01)00103-0","article-title":"Stylized facts of financial markets and market crashes in minority games","volume":"294","author":"Challet Damien","year":"2001","unstructured":"Damien Challet, Matteo Marsili, and Yi-Cheng Zhang. 2001. Stylized facts of financial markets and market crashes in minority games. Physica A: Statistical Mechanics and Its Applications 294, 3\u20134 (2001), 514\u2013524.","journal-title":"Physica A: Statistical Mechanics and Its Applications"},{"key":"e_1_3_1_16_2","volume-title":"Massively Multiplayer Online Games.","author":"Chan Elaine","year":"2006","unstructured":"Elaine Chan and Peter Vorderer. 2006. Massively Multiplayer Online Games.Lawrence Erlbaum Associates."},{"key":"e_1_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2017.03.015"},{"key":"e_1_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186173"},{"key":"e_1_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1089\/cpb.2007.9988"},{"issue":"10","key":"e_1_3_1_20_2","doi-asserted-by":"crossref","first-page":"1334","DOI":"10.1103\/PhysRevLett.67.1334","article-title":"Self-organized criticality and the Barkhausen effect","volume":"67","author":"Cote P. J.","year":"1991","unstructured":"P. J. Cote and L. V. Meisel. 1991. Self-organized criticality and the Barkhausen effect. Physical Review Letters 67, 10 (1991), 1334.","journal-title":"Physical Review Letters"},{"key":"e_1_3_1_21_2","doi-asserted-by":"crossref","DOI":"10.4324\/9780203131428","volume-title":"Team Psychology in Sports: Theory and Practice","author":"Cotterill Stewart","year":"2012","unstructured":"Stewart Cotterill. 2012. Team Psychology in Sports: Theory and Practice. Routledge."},{"key":"e_1_3_1_22_2","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780192897879.001.0001","volume-title":"Game Data Science","author":"El-Nasr Magy Seif","year":"2021","unstructured":"Magy Seif El-Nasr, Truong-Huy D. Nguyen, Alessandro Canossa, and Anders Drachen. 2021. Game Data Science. Oxford University Press."},{"issue":"1","key":"e_1_3_1_23_2","doi-asserted-by":"crossref","first-page":"235","DOI":"10.3390\/make1010015","article-title":"Defining data science by a data-driven quantification of the community","volume":"1","author":"Emmert-Streib F.","year":"2019","unstructured":"F. Emmert-Streib and M. Dehmer. 2019. Defining data science by a data-driven quantification of the community. Machine Learning and Knowledge Extraction 1, 1 (2019), 235\u2013251.","journal-title":"Machine Learning and Knowledge Extraction"},{"key":"e_1_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.3390\/make1010021"},{"key":"e_1_3_1_25_2","doi-asserted-by":"crossref","DOI":"10.3389\/fgene.2016.00012","article-title":"The process of analyzing data is the emergent feature of data science","volume":"7","author":"Emmert-Streib F.","year":"2016","unstructured":"F. Emmert-Streib, S. Moutari, and M. Dehmer. 2016. The process of analyzing data is the emergent feature of data science. Frontiers in Genetics 7 (2016), 12.","journal-title":"Frontiers in Genetics"},{"key":"e_1_3_1_26_2","article-title":"A comprehensive survey of error measures for evaluating binary decision making in data science","author":"Emmert-Streib F.","year":"2019","unstructured":"F. Emmert-Streib, S. Moutari, and M. Dehmer. 2019. A comprehensive survey of error measures for evaluating binary decision making in data science. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9, 5 (2019), e1303.","journal-title":"Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"},{"key":"e_1_3_1_27_2","doi-asserted-by":"crossref","DOI":"10.1002\/widm.1368","article-title":"Explainable artificial intelligence and machine learning: A reality rooted perspective","volume":"10","author":"Emmert-Streib F.","year":"2020","unstructured":"F. Emmert-Streib, O. Yli-Harja, and M. Dehmer. 2020. Explainable artificial intelligence and machine learning: A reality rooted perspective. WIREs Data Mining and Knowledge Discovery 10 (2020), e1368.","journal-title":"WIREs Data Mining and Knowledge Discovery"},{"issue":"7","key":"e_1_3_1_28_2","article-title":"Superconducting vortex avalanches","volume":"74","author":"Field Stuart","year":"1995","unstructured":"Stuart Field, Jeff Witt, Franco Nori, and Xinsheng Ling. 1995. Superconducting vortex avalanches. Physical Review Letters 74, 7 (1995), 1206.","journal-title":"Physical Review Letters"},{"key":"e_1_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176347963"},{"issue":"3","key":"e_1_3_1_30_2","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1177\/096228029500400303","article-title":"An introduction to multivariate adaptive regression splines","volume":"4","author":"Friedman Jerome H.","year":"1995","unstructured":"Jerome H. Friedman and Charles B. Roosen. 1995. An introduction to multivariate adaptive regression splines. Statistical Methods in Medical Research 4, 3 (1995), 197\u2013217.","journal-title":"Statistical Methods in Medical Research"},{"key":"e_1_3_1_31_2","doi-asserted-by":"crossref","first-page":"6526","DOI":"10.1038\/srep06526","article-title":"Fractal multi-level organisation of human groups in a virtual world","volume":"4","author":"Fuchs Benedikt","year":"2014","unstructured":"Benedikt Fuchs, Didier Sornette, and Stefan Thurner. 2014. Fractal multi-level organisation of human groups in a virtual world. Scientific Reports 4 (2014), 6526.","journal-title":"Scientific Reports"},{"key":"e_1_3_1_32_2","article-title":"Guiding the self-organization of cyber-physical systems","volume":"7","author":"Gershenson Carlos","year":"2020","unstructured":"Carlos Gershenson. 2020. Guiding the self-organization of cyber-physical systems. Frontiers in Robotics and AI 7 (2020), 41.","journal-title":"Frontiers in Robotics and AI"},{"key":"e_1_3_1_33_2","doi-asserted-by":"publisher","DOI":"10.1198\/000313007X188252"},{"key":"e_1_3_1_34_2","doi-asserted-by":"crossref","unstructured":"Ulrike Gr\u00f6mping. 2009. Variable importance assessment in regression: Linear regression versus random forest. American Statistician 63 4 (2009) 308\u2013319.","DOI":"10.1198\/tast.2009.08199"},{"key":"e_1_3_1_35_2","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v017.i01"},{"key":"e_1_3_1_36_2","volume-title":"Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R","author":"Gutierrez Daniel D.","year":"2015","unstructured":"Daniel D. Gutierrez. 2015. Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R. Technics Publications."},{"key":"e_1_3_1_37_2","doi-asserted-by":"publisher","DOI":"10.1162\/pres.18.6.434"},{"key":"e_1_3_1_38_2","doi-asserted-by":"publisher","DOI":"10.5555\/2774954"},{"issue":"3","key":"e_1_3_1_39_2","first-page":"253","article-title":"The science of self-organization and adaptivity","volume":"5","year":"2001","unstructured":"Francis Heylighen. 2001. The science of self-organization and adaptivity. Encyclopedia of Life Support Systems 5, 3 (2001), 253\u2013280.","journal-title":"Encyclopedia of Life Support Systems"},{"key":"e_1_3_1_40_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11424-006-0001-z"},{"key":"e_1_3_1_41_2","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511622717","volume-title":"Self-Organized Criticality: Emergent Complex Behavior in Physical and Biological Systems","author":"Jensen H. J.","year":"1998","unstructured":"H. J. Jensen. 1998. Self-Organized Criticality: Emergent Complex Behavior in Physical and Biological Systems. Cambridge University Press."},{"issue":"4","key":"e_1_3_1_42_2","doi-asserted-by":"crossref","first-page":"807","DOI":"10.1016\/j.physa.2009.10.028","article-title":"Statistical properties of online avatar numbers in a massive multiplayer online role-playing game","volume":"389","author":"Jiang Zhi-Qiang","year":"2010","unstructured":"Zhi-Qiang Jiang, Fei Ren, Gao-Feng Gu, Qun-Zhao Tan, and Wei-Xing Zhou. 2010. Statistical properties of online avatar numbers in a massive multiplayer online role-playing game. Physica A: Statistical Mechanics and Its Applications 389, 4 (2010), 807\u2013814.","journal-title":"Physica A: Statistical Mechanics and Its Applications"},{"issue":"4","key":"e_1_3_1_43_2","article-title":"Online-offline activities and game-playing behaviors of avatars in a massive multiplayer online role-playing game","volume":"88","author":"Jiang Zhi-Qiang","year":"2009","unstructured":"Zhi-Qiang Jiang, Wei-Xing Zhou, and Qun-Zhao Tan. 2009. Online-offline activities and game-playing behaviors of avatars in a massive multiplayer online role-playing game. Europhysics Letters 88, 4 (2009), 48007.","journal-title":"Europhysics Letters"},{"issue":"3","key":"e_1_3_1_44_2","doi-asserted-by":"crossref","first-page":"56","DOI":"10.5465\/ame.2001.5229533","article-title":"Sports teams as a model for workplace teams: Lessons and liabilities","volume":"15","author":"Katz Nancy","year":"2001","unstructured":"Nancy Katz. 2001. Sports teams as a model for workplace teams: Lessons and liabilities. Academy of Management Perspectives 15, 3 (2001), 56\u201367.","journal-title":"Academy of Management Perspectives"},{"key":"e_1_3_1_45_2","first-page":"201","volume-title":"Proceedings of the 2010 IEEE 2nd International Conference on Social Computing","author":"Keegan Brian","year":"2010","unstructured":"Brian Keegan, Muhammad Aurangzeb Ahmed, Dmitri Williams, Jaideep Srivastava, and Noshir Contractor. 2010. Dark gold: Statistical properties of clandestine networks in massively multiplayer online games. In Proceedings of the 2010 IEEE 2nd International Conference on Social Computing. IEEE, Los Alamitos, CA, 201\u2013208."},{"issue":"9","key":"e_1_3_1_46_2","doi-asserted-by":"crossref","first-page":"3748","DOI":"10.1073\/pnas.93.9.3748","article-title":"Intermediate-term earthquake prediction","volume":"93","author":"Keilis-Borok Vladimir I.","year":"1996","unstructured":"Vladimir I. Keilis-Borok. 1996. Intermediate-term earthquake prediction. Proceedings of the National Academy of Sciences 93, 9 (1996), 3748\u20133755.","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"e_1_3_1_47_2","volume-title":"Proceedings of the Digital Games Research Association Conference (DIGRA\u201911)","author":"Kirman Ben","year":"2011","unstructured":"Ben Kirman, Francesco Collov\u00e0, Fabrizio Davide, Eva Ferrari, Jonathan Freeman, Shaun Lawson, and Conor Linehan. 2011. Social architecture and the emergence of power laws in online social games. In Proceedings of the Digital Games Research Association Conference (DIGRA\u201911)"},{"key":"e_1_3_1_48_2","volume-title":"Introduction to Bivariate and Multivariate Analysis","author":"Lindeman R. H.","year":"1980","unstructured":"R. H. Lindeman, P. F. Merenda, and R. Z. Gold. 1980. Introduction to Bivariate and Multivariate Analysis. Scott, Foresman, Glenview, IL."},{"key":"e_1_3_1_49_2","doi-asserted-by":"publisher","DOI":"10.1002\/asmb.446"},{"key":"e_1_3_1_50_2","doi-asserted-by":"publisher","DOI":"10.5555\/3295222.3295230"},{"key":"e_1_3_1_51_2","doi-asserted-by":"publisher","DOI":"10.1038\/17290"},{"issue":"3","key":"e_1_3_1_52_2","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1901\/jaba.1992.25-657","article-title":"Behavioral momentum in college basketball","volume":"25","author":"Mace F. Charles","year":"1992","unstructured":"F. Charles Mace, Joseph S. Lalli, Michael C. Shea, and John A. Nevin. 1992. Behavioral momentum in college basketball. Journal of Applied Behavior Analysis 25, 3 (1992), 657\u2013663.","journal-title":"Journal of Applied Behavior Analysis"},{"issue":"2","key":"e_1_3_1_53_2","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1007\/s11229-016-1236-4","article-title":"What makes interdisciplinarity difficult? Some consequences of domain specificity in interdisciplinary practice","volume":"195","author":"MacLeod Miles","year":"2018","unstructured":"Miles MacLeod. 2018. What makes interdisciplinarity difficult? Some consequences of domain specificity in interdisciplinary practice. Synthese 195, 2 (2018), 697\u2013720.","journal-title":"Synthese"},{"issue":"13","key":"e_1_3_1_54_2","article-title":"Solvable sequence evolution models and genomic correlations","volume":"94","author":"Messer Philipp W.","year":"2005","unstructured":"Philipp W. Messer, Peter F. Arndt, and Michael L\u00e4ssig. 2005. Solvable sequence evolution models and genomic correlations. Physical Review Letters 94, 13 (2005), 138103.","journal-title":"Physical Review Letters"},{"issue":"2","key":"e_1_3_1_55_2","article-title":"earth: Multivariate adaptive regression splines","volume":"5","author":"Milborrow Stephen","year":"2017","unstructured":"Stephen Milborrow, T. Hastie, R. Tibshirani, A. Miller, and T. Lumley. 2017. earth: Multivariate adaptive regression splines. R. Package Version 5, 2 (2017).","journal-title":"R. Package Version"},{"key":"e_1_3_1_56_2","doi-asserted-by":"publisher","DOI":"10.1080\/15427951.2004.10129088"},{"key":"e_1_3_1_57_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35950-7_16790-1"},{"issue":"1","key":"e_1_3_1_58_2","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1038\/s41562-018-0460-y","article-title":"Prior shared success predicts victory in team competitions","volume":"3","author":"Mukherjee Satyam","year":"2019","unstructured":"Satyam Mukherjee, Yun Huang, Julia Neidhardt, Brian Uzzi, and Noshir Contractor. 2019. Prior shared success predicts victory in team competitions. Nature Human Behaviour 3, 1 (2019), 74\u201381.","journal-title":"Nature Human Behaviour"},{"key":"e_1_3_1_59_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2018.02.016"},{"issue":"3","key":"e_1_3_1_60_2","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1080\/10447318.2012.702636","article-title":"Typology and sociodemographic characteristics of massively multiplayer online game players","volume":"29","author":"Nagygy\u00f6rgy Katalin","year":"2013","unstructured":"Katalin Nagygy\u00f6rgy, R\u00f3bert Urb\u00e1n, Judit Farkas, Mark D. Griffiths, Dalma Zilahy, Gy\u00f6ngyi K\u00f6k\u00f6nyei, Barbara Merv\u00f3, Ant\u00f3nia Reindl, Csilla \u00c1goston, Andrea Kert\u00e9sz, Eszter Harmath, Attila Olah, and Zsolt Demetrovics. 2013. Typology and sociodemographic characteristics of massively multiplayer online game players. International Journal of Human-Computer Interaction 29, 3 (2013), 192\u2013200.","journal-title":"International Journal of Human-Computer Interaction"},{"key":"e_1_3_1_61_2","doi-asserted-by":"publisher","DOI":"10.3998\/toi.8008655.0001.001"},{"issue":"8","key":"e_1_3_1_62_2","doi-asserted-by":"crossref","first-page":"1244","DOI":"10.1103\/PhysRevLett.68.1244","article-title":"Self-organized criticality in a continuous, nonconservative cellular automaton modeling earthquakes","volume":"68","author":"Olami Zeev","year":"1992","unstructured":"Zeev Olami, Hans Jacob S. Feder, and Kim Christensen. 1992. Self-organized criticality in a continuous, nonconservative cellular automaton modeling earthquakes. Physical Review Letters 68, 8 (1992), 1244.","journal-title":"Physical Review Letters"},{"key":"e_1_3_1_63_2","doi-asserted-by":"publisher","DOI":"10.1145\/1326257.1326262"},{"key":"e_1_3_1_64_2","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1109\/CBI.2013.17","volume-title":"Proceedings of the 2013 IEEE 15th Conference on Business Informatics","author":"Pobiedina Nataliia","year":"2013","unstructured":"Nataliia Pobiedina, Julia Neidhardt, Maria del Carmen Calatrava Moreno, Laszlo Grad-Gyenge, and Hannes Werthner. 2013. On successful team formation: Statistical analysis of a multiplayer online game. In Proceedings of the 2013 IEEE 15th Conference on Business Informatics. IEEE, Los Alamitos, CA, 55\u201362."},{"key":"e_1_3_1_65_2","doi-asserted-by":"publisher","DOI":"10.1089\/big.2013.1508"},{"key":"e_1_3_1_66_2","first-page":"192","volume-title":"Proceedings of the International Conference on Technologies for E-Learning and Digital Entertainment","author":"Qian Ge","year":"2010","unstructured":"Ge Qian. 2010. Psychological perspectives on social behaviors of Chinese MMORPG players. In Proceedings of the International Conference on Technologies for E-Learning and Digital Entertainment. 192\u2013202."},{"issue":"3","key":"e_1_3_1_67_2","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1016\/S0375-9601(99)00034-1","article-title":"Experimental evidence for self-organized criticality in tokamak plasma turbulence","volume":"253","author":"Rhodes T. L.","year":"1999","unstructured":"T. L. Rhodes, R. A. Moyer, R. Groebner, E. J. Doyle, R Lehmer, W. A. Peebles, and C. L. Rettig. 1999. Experimental evidence for self-organized criticality in tokamak plasma turbulence. Physics Letters A 253, 3\u20134 (1999), 181\u2013186.","journal-title":"Physics Letters A"},{"issue":"2","key":"e_1_3_1_68_2","doi-asserted-by":"crossref","first-page":"022102","DOI":"10.1103\/PhysRevE.86.022102","article-title":"Anomalous diffusion and long-range correlations in the score evolution of the game of cricket","volume":"86","author":"Ribeiro Haroldo V.","year":"2012","unstructured":"Haroldo V. Ribeiro, Satyam Mukherjee, and Xiao Han T. Zeng. 2012. Anomalous diffusion and long-range correlations in the score evolution of the game of cricket. Physical Review E 86, 2 (2012), 022102.","journal-title":"Physical Review E"},{"key":"e_1_3_1_69_2","doi-asserted-by":"crossref","DOI":"10.1093\/acprof:oso\/9780195189599.001.0001","volume-title":"Aggression in the Sports World: A Social Psychological Perspective","author":"Russell Gordon W.","year":"2008","unstructured":"Gordon W. Russell. 2008. Aggression in the Sports World: A Social Psychological Perspective. Oxford University Press."},{"key":"e_1_3_1_70_2","volume-title":"Complex Adaptive Systems","author":"Schuster H. G.","year":"2002","unstructured":"H. G. Schuster. 2002. Complex Adaptive Systems. Scator Verlag."},{"issue":"4","key":"e_1_3_1_71_2","article-title":"Analysis of context dependence in social interaction networks of a massively multiplayer online role-playing game","volume":"7","author":"Son Seokshin","year":"2012","unstructured":"Seokshin Son, Ah Reum Kang, Hyun-Chul Kim, Taekyoung Kwon, Juyong Park, and Huy Kang Kim. 2012. Analysis of context dependence in social interaction networks of a massively multiplayer online role-playing game. PLoS One 7, 4 (2012), e33918.","journal-title":"PLoS One"},{"key":"e_1_3_1_72_2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1004008107"},{"key":"e_1_3_1_73_2","article-title":"Understanding mobility in a social Petri dish","volume":"2","author":"Szell Michael","year":"2012","unstructured":"Michael Szell, Roberta Sinatra, Giovanni Petri, Stefan Thurner, and Vito Latora. 2012. Understanding mobility in a social Petri dish. Scientific Reports 2 (2012), 457.","journal-title":"Scientific Reports"},{"key":"e_1_3_1_74_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.socnet.2010.06.001"},{"issue":"6","key":"e_1_3_1_75_2","article-title":"Social dynamics in a large-scale online game","volume":"15","author":"Szell Michael","year":"2012","unstructured":"Michael Szell and Stefan Thurner. 2012. Social dynamics in a large-scale online game. Advances in Complex Systems 15, 6 (2012), 1250064.","journal-title":"Advances in Complex Systems"},{"issue":"3","key":"e_1_3_1_76_2","first-page":"11","article-title":"Detection of landmarks for clustering of online-game players.","volume":"6","author":"Thawonmas Ruck","year":"2007","unstructured":"Ruck Thawonmas, Masayoshi Kurashige, and Kuan-Ta Chen. 2007. Detection of landmarks for clustering of online-game players. International Journal of Virtual Reality 6, 3 (2007), 11\u201316.","journal-title":"International Journal of Virtual Reality"},{"issue":"1","key":"e_1_3_1_77_2","article-title":"Emergence of good conduct, scaling and Zipf laws in human behavioral sequences in an online world","volume":"7","author":"Thurner Stefan","year":"2012","unstructured":"Stefan Thurner, Michael Szell, and Roberta Sinatra. 2012. Emergence of good conduct, scaling and Zipf laws in human behavioral sequences in an online world. PLoS One 7, 1 (2012), e29796.","journal-title":"PLoS One"},{"key":"e_1_3_1_78_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2016.05.106"},{"key":"e_1_3_1_79_2","unstructured":"Guillaume Turchini Sebastien Monnet and Olivier Marin. 2015. Scalability and availability for massively multiplayer online games. In Proceedings of the 11th European Dependable Computing Conference (EDCC\u201915) ."},{"key":"e_1_3_1_80_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2014.06.017"},{"key":"e_1_3_1_81_2","doi-asserted-by":"publisher","DOI":"10.1177\/1555412006292616"}],"container-title":["ACM Transactions on the Web"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3617509","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3617509","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:45:58Z","timestamp":1750178758000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3617509"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,11]]},"references-count":80,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,2,29]]}},"alternative-id":["10.1145\/3617509"],"URL":"https:\/\/doi.org\/10.1145\/3617509","relation":{},"ISSN":["1559-1131","1559-114X"],"issn-type":[{"type":"print","value":"1559-1131"},{"type":"electronic","value":"1559-114X"}],"subject":[],"published":{"date-parts":[[2023,10,11]]},"assertion":[{"value":"2022-09-14","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-08-04","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-10-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}