{"id":"https://openalex.org/W4283763667","doi":"https://doi.org/10.1145/3535511.3535528","title":"\u201dEvery move you make in every game you play\u201d: can game logs determine player\u2019s engagement?","display_name":"\u201dEvery move you make in every game you play\u201d: can game logs determine player\u2019s engagement?","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4283763667","doi":"https://doi.org/10.1145/3535511.3535528"},"language":"en","primary_location":{"id":"doi:10.1145/3535511.3535528","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3535511.3535528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"XVIII Brazilian Symposium on Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002075997","display_name":"Lucas Mendes Sales","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lucas Mendes Sales","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008074276","display_name":"Leonardo Nogueira Cordeiro","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Nogueira Cordeiro","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004660488","display_name":"Renan Vin\u00edcius Aranha","orcid":"https://orcid.org/0000-0002-6510-0200"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renan Vinicius Aranha","raw_affiliation_strings":["Escola Polit\u00e9cnica, Universidade de S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Escola Polit\u00e9cnica, Universidade de S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054257245","display_name":"F\u00e1tima L. S. Nunes","orcid":"https://orcid.org/0000-0003-0040-0752"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F\u00e1tima L. S. Nunes","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002075997"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.7918,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79024121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11574","display_name":"Artificial Intelligence in Games","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6162398457527161},{"id":"https://openalex.org/keywords/video-game-design","display_name":"Video game design","score":0.44077131152153015},{"id":"https://openalex.org/keywords/game-developer","display_name":"Game Developer","score":0.42521989345550537},{"id":"https://openalex.org/keywords/video-game-development","display_name":"Video game development","score":0.4141232669353485},{"id":"https://openalex.org/keywords/game-design","display_name":"Game design","score":0.4016238749027252},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38373512029647827}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6162398457527161},{"id":"https://openalex.org/C47187476","wikidata":"https://www.wikidata.org/wiki/Q12336660","display_name":"Video game design","level":3,"score":0.44077131152153015},{"id":"https://openalex.org/C41826821","wikidata":"https://www.wikidata.org/wiki/Q844005","display_name":"Game Developer","level":3,"score":0.42521989345550537},{"id":"https://openalex.org/C54276265","wikidata":"https://www.wikidata.org/wiki/Q1061635","display_name":"Video game development","level":3,"score":0.4141232669353485},{"id":"https://openalex.org/C503285160","wikidata":"https://www.wikidata.org/wiki/Q858057","display_name":"Game design","level":2,"score":0.4016238749027252},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38373512029647827}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3535511.3535528","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3535511.3535528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"XVIII Brazilian Symposium on Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5949631307","display_name":null,"funder_award_id":"09030/2019-6","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1998777616","https://openalex.org/W2048240377","https://openalex.org/W2077434199","https://openalex.org/W2096438128","https://openalex.org/W2112422747","https://openalex.org/W2134901200","https://openalex.org/W2518588618","https://openalex.org/W2531921480","https://openalex.org/W2761234549","https://openalex.org/W2782898451","https://openalex.org/W2799187810","https://openalex.org/W2809744594","https://openalex.org/W2902312145","https://openalex.org/W2910039568","https://openalex.org/W2920972567","https://openalex.org/W2980615522","https://openalex.org/W2991382012","https://openalex.org/W2996529437","https://openalex.org/W3097837230","https://openalex.org/W3097894415","https://openalex.org/W3109809614","https://openalex.org/W3117494905","https://openalex.org/W3118962733","https://openalex.org/W3121433026","https://openalex.org/W3195112342","https://openalex.org/W4235062969","https://openalex.org/W4242672112"],"related_works":["https://openalex.org/W2885055606","https://openalex.org/W2755355173","https://openalex.org/W4207081595","https://openalex.org/W4294947912","https://openalex.org/W4311459595","https://openalex.org/W2996376398","https://openalex.org/W2488706709","https://openalex.org/W2885801668","https://openalex.org/W2098646448","https://openalex.org/W1532611657"],"abstract_inverted_index":{"Context:":[0],"Metrics":[1],"and":[2,21,63,69,80,94,158,166,201,212,226,243],"instruments":[3],"available":[4],"to":[5,65,111],"measure":[6],"player\u2019s":[7],"engagement":[8,227],"usually":[9],"involve":[10],"the":[11,27,32,37,44,54,73,135,172,177,187,194,204,215,229,236],"application":[12],"of":[13,46,49,59,72,171,196,238],"questionnaires":[14],"or":[15],"interviews.":[16],"Problem:":[17],"Despite":[18],"their":[19,159],"importance":[20],"validity,":[22],"these":[23],"approaches":[24],"can":[25,91,97,106,246],"affect":[26],"player":[28,55],"experience":[29],"by":[30,102],"interrupting":[31],"interaction":[33,132],"process.":[34],"In":[35],"addition,":[36],"literature":[38],"reports":[39],"a":[40,78,129],"growing":[41],"interest":[42],"in":[43,99,109,161,208,214,228,240],"development":[45],"games":[47],"capable":[48],"real-time":[50],"self-adapting":[51],"based":[52],"on":[53],"state.":[56],"This":[57,123],"type":[58],"game":[60,224],"requires":[61],"strategies":[62],"tools":[64],"allow":[66],"an":[67,248],"automatic":[68],"non-noticeable":[70],"evaluation":[71,140,174],"user\u2019s":[74],"experience,":[75],"which":[76,87],"is":[77,128,191],"challenging":[79],"open":[81],"research":[82],"field.":[83],"Solution:":[84],"Game":[85],"analytics,":[86],"embraces":[88],"techniques":[89],"that":[90,105,176,193,235],"automatically":[92],"collect":[93],"analyze":[95],"data,":[96],"contribute":[98],"this":[100],"context":[101],"providing":[103],"data":[104],"be":[107,247],"interpreted":[108],"order":[110],"establish":[112],"eventual":[113],"relation":[114],"with":[115,134,143,147],"players\u2019":[116],"experience.":[117],"IS":[118,216],"Theory:":[119],"Flow":[120],"theory.":[121],"Methods:":[122],"study":[124],"investigates":[125],"whether":[126],"there":[127],"correlation":[130,178,222],"between":[131,198,223],"logs":[133,197,225,239,245],"self-assessed":[136],"engagement.":[137],"An":[138],"experimental":[139,173],"was":[141],"performed":[142],"37":[144],"volunteers":[145],"interacting":[146],"two":[148],"games.":[149,210],"The":[150,169,218],"correlations":[151],"were":[152],"analyzed":[153],"considering":[154],"each":[155],"log":[156],"individually":[157],"classification":[160],"three":[162],"categories:":[163],"neutral,":[164,199,241],"positive":[165,200,242],"negative.":[167],"Results:":[168],"results":[170,207],"reveal":[175],"coefficients":[179],"found":[180],"are":[181],"considered":[182],"weak":[183,221],"(about":[184],"0.44).":[185],"On":[186],"other":[188],"hand,":[189],"it":[190],"interesting":[192,249],"categorization":[195,237],"negative":[202,244],"presented":[203],"main":[205],"significant":[206],"both":[209],"Contributions":[211],"Impact":[213],"area:":[217],"experiment":[219],"showed":[220],"most":[230],"cases.":[231],"However,":[232],"they":[233],"suggest":[234],"approach.":[250]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}