{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T14:35:24Z","timestamp":1778250924487,"version":"3.51.4"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010801","name":"Xunta de Galicia","doi-asserted-by":"publisher","award":["ED431C 2018\/34"],"award-info":[{"award-number":["ED431C 2018\/34"]}],"id":[{"id":"10.13039\/501100010801","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010801","name":"Xunta de Galicia","doi-asserted-by":"publisher","award":["ED431G 2019\/01"],"award-info":[{"award-number":["ED431G 2019\/01"]}],"id":[{"id":"10.13039\/501100010801","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004837","name":"Ministerio de Ciencia e Innovacin","doi-asserted-by":"publisher","award":["PID2019-109238GB-C2"],"award-info":[{"award-number":["PID2019-109238GB-C2"]}],"id":[{"id":"10.13039\/501100004837","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Games"],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1109\/tg.2022.3153086","type":"journal-article","created":{"date-parts":[[2022,2,23]],"date-time":"2022-02-23T20:36:03Z","timestamp":1645648563000},"page":"171-181","source":"Crossref","is-referenced-by-count":20,"title":["Machine Learning Methods for Predicting <i>League of Legends<\/i> Game Outcome"],"prefix":"10.1109","volume":"15","author":[{"given":"Juan Agust\u00edn","family":"Hitar-Garc\u00eda","sequence":"first","affiliation":[{"name":"CITIC, Universidade da Coru&#x00F1;a, A Coru&#x00F1;a, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laura","family":"Mor\u00e1n-Fern\u00e1ndez","sequence":"additional","affiliation":[{"name":"CITIC, Universidade da Coru&#x00F1;a, A Coru&#x00F1;a, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0524-6427","authenticated-orcid":false,"given":"Ver\u00f3nica","family":"Bol\u00f3n-Canedo","sequence":"additional","affiliation":[{"name":"CITIC, Universidade da Coru&#x00F1;a, A Coru&#x00F1;a, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","article-title":"Player behavior and optimal team composition for online multiplayer games","author":"ong","year":"2015"},{"key":"ref35","first-page":"41","article-title":"An empirical study of the naive Bayes classifier","author":"rish","year":"0","journal-title":"Proc Workshop Empirical Methods Artif Intell"},{"key":"ref12","year":"2022","journal-title":"LoL Champions Stats"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v033.i01"},{"key":"ref15","article-title":"How does he saw me? A recommendation engine for picking heroes in Dota 2","author":"conley","year":"2013"},{"key":"ref37","author":"hassoun","year":"1995","journal-title":"Fundamentals of Artificial Neural Networks"},{"key":"ref14","article-title":"Player skill decomposition in multiplayer online battle arenas","author":"chen","year":"2017"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009715923555"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"ref11","year":"2022","journal-title":"LoL Stats"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1198\/016214503000125"},{"key":"ref10","article-title":"Scalable psychological momentum forecasting in Esports","author":"white","year":"0","journal-title":"Proc Workshop State-based User Model 13th ACM Int Conf Web Search Data Mining"},{"key":"ref32","author":"kleinbaum","year":"2002","journal-title":"Logistic Regression"},{"key":"ref2","year":"2022","journal-title":"League of Legends Riot Games"},{"key":"ref1","article-title":"Global Esports market report","year":"2020"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2019.2948469"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/3468.618255"},{"key":"ref16","article-title":"Learning Dota 2 team compositions","author":"agarwala","year":"2014"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492900002919"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.entcom.2016.11.005"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-05090-0_41"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/17.6.520"},{"key":"ref23","article-title":"League of Legends - competitive matches 2014&#x2013;2018","year":"0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-335-6.50023-4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref20","first-page":"107","article-title":"Pubg winner placement prediction using artificial neural network","volume":"3","author":"mamulpet","year":"2019","journal-title":"Int J Eng Appl Sci Technol"},{"key":"ref42","article-title":"The R project for statistical computing","year":"2022"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref22","first-page":"207","article-title":"Predicting victory in a hybrid online competitive game: The case of destiny","author":"ravari","year":"0","journal-title":"Proc AAAI Conf Artif Intell Interactive Digit Entertainment"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.2307\/3001968"},{"key":"ref21","article-title":"Optimal team economic decisions in counter-strike","author":"xenopoulos","year":"2021"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.909535"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-6-27"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref8","first-page":"882","article-title":"Poisson model and Bradley terry model for predicting multiplayer online battle games","author":"kang","year":"0","journal-title":"Proc 17th Int Conf Ubiquitous Future Netw"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1177\/1747954120932853"},{"key":"ref9","first-page":"4072","article-title":"NeuralAC: Learning cooperation and competition effects for match outcome prediction","author":"chen","year":"0","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref4","first-page":"2179","article-title":"Continuous outcome prediction of League of Legends competitive matches using recurrent neural networks","author":"cardoso","year":"0","journal-title":"Proc SBCGames"},{"key":"ref3","article-title":"League of Legends: How to play&#x2014;Lane positions","year":"2022"},{"key":"ref6","first-page":"211","article-title":"Logic mining in League of Legends","volume":"28","author":"kho","year":"2020","journal-title":"Pertanika J Sci Technol"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CoG47356.2020.9231878"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"}],"container-title":["IEEE Transactions on Games"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7782673\/10153940\/09720122.pdf?arnumber=9720122","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,3]],"date-time":"2023-07-03T18:34:49Z","timestamp":1688409289000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9720122\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6]]},"references-count":44,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tg.2022.3153086","relation":{},"ISSN":["2475-1502","2475-1510"],"issn-type":[{"value":"2475-1502","type":"print"},{"value":"2475-1510","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6]]}}}