{"id":"https://openalex.org/W4403308034","doi":"https://doi.org/10.1145/3665463.3678787","title":"Streaks and Coping: Decoding Player Performance in League of Legends Using Big Data from Top Players' Matches","display_name":"Streaks and Coping: Decoding Player Performance in League of Legends Using Big Data from Top Players' Matches","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403308034","doi":"https://doi.org/10.1145/3665463.3678787"},"language":"en","primary_location":{"id":"doi:10.1145/3665463.3678787","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3665463.3678787","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 2024 Annual Symposium on Computer-Human Interaction in Play","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3665463.3678787","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023847540","display_name":"Dion Deng","orcid":"https://orcid.org/0009-0006-1626-2365"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Dion Deng","raw_affiliation_strings":["Gamification Group, Tampere University, Finland"],"raw_orcid":"https://orcid.org/0009-0006-1626-2365","affiliations":[{"raw_affiliation_string":"Gamification Group, Tampere University, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017449807","display_name":"Rados\u0142aw Trepanowski","orcid":"https://orcid.org/0000-0001-9304-427X"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rados\u0142aw Trepanowski","raw_affiliation_strings":["Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poland"],"raw_orcid":"https://orcid.org/0000-0001-9304-427X","affiliations":[{"raw_affiliation_string":"Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poland","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mingrui Li","orcid":"https://orcid.org/0009-0008-5300-2057"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingrui Li","raw_affiliation_strings":["Hong Yi Cambridge International School, China"],"raw_orcid":"https://orcid.org/0009-0008-5300-2057","affiliations":[{"raw_affiliation_string":"Hong Yi Cambridge International School, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015944026","display_name":"Yin Zhang","orcid":"https://orcid.org/0000-0002-9647-2269"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yin Zhang","raw_affiliation_strings":["Hong Kong Baptist University, Hong Kong SAR, China","Hong Kong Baptist University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-9647-2269","affiliations":[{"raw_affiliation_string":"Hong Kong Baptist University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I141568987"]},{"raw_affiliation_string":"Hong Kong Baptist University, Hong Kong","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087414159","display_name":"Mila Buji\u0107","orcid":"https://orcid.org/0000-0002-4171-4806"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mila Buji\u0107","raw_affiliation_strings":["Gamification Group, Tampere University, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4171-4806","affiliations":[{"raw_affiliation_string":"Gamification Group, Tampere University, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039382653","display_name":"Juho Hamari","orcid":"https://orcid.org/0000-0002-6573-588X"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juho Hamari","raw_affiliation_strings":["Gamification Group, Faculty of Information Technology and Communication Sciences, Tampere University, Finland"],"raw_orcid":"https://orcid.org/0000-0002-6573-588X","affiliations":[{"raw_affiliation_string":"Gamification Group, Faculty of Information Technology and Communication Sciences, Tampere University, Finland","institution_ids":["https://openalex.org/I166825849"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11705","display_name":"Gambling Behavior and Treatments","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/league","display_name":"League","score":0.7727243304252625},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7086843252182007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.605040431022644},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6038373708724976},{"id":"https://openalex.org/keywords/coping","display_name":"Coping (psychology)","score":0.45290786027908325},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2515832781791687},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2114330232143402},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18542125821113586}],"concepts":[{"id":"https://openalex.org/C207456731","wikidata":"https://www.wikidata.org/wiki/Q660818","display_name":"League","level":2,"score":0.7727243304252625},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7086843252182007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.605040431022644},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6038373708724976},{"id":"https://openalex.org/C73282008","wikidata":"https://www.wikidata.org/wiki/Q1759895","display_name":"Coping (psychology)","level":2,"score":0.45290786027908325},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2515832781791687},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2114330232143402},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18542125821113586},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3665463.3678787","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3665463.3678787","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 2024 Annual Symposium on Computer-Human Interaction in Play","raw_type":"proceedings-article"},{"id":"pmh:oai:trepo.tuni.fi:10024/211780","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/211780","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference"}],"best_oa_location":{"id":"doi:10.1145/3665463.3678787","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3665463.3678787","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 2024 Annual Symposium on Computer-Human Interaction in Play","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2653081768","display_name":null,"funder_award_id":"342144","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1497626734","https://openalex.org/W1882722940","https://openalex.org/W1944733863","https://openalex.org/W2000918698","https://openalex.org/W2030291714","https://openalex.org/W2046036800","https://openalex.org/W2054132638","https://openalex.org/W2073887799","https://openalex.org/W2104930416","https://openalex.org/W2163215199","https://openalex.org/W2313343825","https://openalex.org/W2510324999","https://openalex.org/W2604764284","https://openalex.org/W2606019832","https://openalex.org/W2608252951","https://openalex.org/W2770635419","https://openalex.org/W2772936082","https://openalex.org/W2795735997","https://openalex.org/W2949216807","https://openalex.org/W2995169586","https://openalex.org/W3004055991","https://openalex.org/W3004934657","https://openalex.org/W3034225039","https://openalex.org/W3035888523","https://openalex.org/W3036410797","https://openalex.org/W3087562387","https://openalex.org/W3123045587","https://openalex.org/W3125861674","https://openalex.org/W3163021788","https://openalex.org/W4221110727","https://openalex.org/W4295816568","https://openalex.org/W6784371916"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4389016272","https://openalex.org/W2285591800","https://openalex.org/W4321354283","https://openalex.org/W1605020331","https://openalex.org/W2381490189","https://openalex.org/W587904446","https://openalex.org/W3147676070","https://openalex.org/W72114162"],"abstract_inverted_index":{"Among":[0],"athletes":[1],"and":[2,75,108,113,123,140,185,191,204],"sports":[3,44],"fans,":[4],"it":[5],"is":[6,19,158],"common":[7],"to":[8,14,47,115,164,195],"believe":[9,48],"that":[10],"one":[11,66,159],"victory":[12],"leads":[13],"another.":[15],"Such":[16],"an":[17],"effect":[18,24,31,153,168],"known":[20],"as":[21],"the":[22,68,73,77,105,161,166,173],"hot-hand":[23,167],"or,":[25],"simply,":[26],"a":[27,197],"winning":[28,87,111,139],"streak.":[29],"This":[30,156],"was":[32,126],"most":[33],"often":[34],"associated":[35,90,127],"with":[36,91,98,128,169],"traditional":[37],"sports,":[38],"however,":[39],"people":[40],"participating":[41],"in":[42,49,62,72,121,172],"electronic":[43],"also":[45,102,133],"tend":[46],"it.":[50],"To":[51],"explore":[52],"this":[53],"venue,":[54],"we":[55],"collected":[56],"597,680":[57],"matches":[58],"from":[59],"top":[60],"players":[61,180],"League":[63],"of":[64,67,160,181,201],"Legends,":[65],"largest":[69],"esports":[70,174],"games":[71],"world,":[74],"analyzed":[76],"match":[78],"data.":[79],"The":[80],"findings":[81],"showed":[82],"significant":[83,152],"but":[84,149],"small":[85],"correlations:":[86],"streaks":[88,96,112],"were":[89],"improved":[92,145],"performance":[93,130,146,189],"while":[94],"losing":[95,118,141],"correlated":[97],"decreased":[99],"performance.":[100],"Players":[101,132],"typically":[103],"maintained":[104],"same":[106],"champion":[107,122],"lane":[109,124],"during":[110,117],"tended":[114],"switch":[116],"streaks.":[119],"Consistency":[120],"selection":[125],"better":[129],"overall.":[131],"took":[134],"longer":[135],"breaks":[136],"after":[137,154],"both":[138],"streaks,":[142],"which":[143],"slightly":[144],"following":[147],"losses":[148],"had":[150],"no":[151],"wins.":[155],"paper":[157],"first":[162],"ones":[163],"test":[165],"big":[170],"data":[171],"context.":[175],"Future":[176],"studies":[177],"should":[178],"include":[179],"varying":[182],"skill":[183],"levels":[184],"regions,":[186],"incorporate":[187],"additional":[188],"metrics,":[190],"utilize":[192],"qualitative":[193],"methods":[194],"capture":[196],"more":[198],"comprehensive":[199],"understanding":[200],"player":[202],"behavior":[203],"psychology.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
