{"id":"https://openalex.org/W2891325162","doi":"https://doi.org/10.1109/tciaig.2017.2743341","title":"Multimodal Student Engagement Recognition in Prosocial Games","display_name":"Multimodal Student Engagement Recognition in Prosocial Games","publication_year":2017,"publication_date":"2017-08-23","ids":{"openalex":"https://openalex.org/W2891325162","doi":"https://doi.org/10.1109/tciaig.2017.2743341","mag":"2891325162"},"language":"en","primary_location":{"id":"doi:10.1109/tciaig.2017.2743341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tciaig.2017.2743341","pdf_url":null,"source":{"id":"https://openalex.org/S4210224842","display_name":"IEEE Transactions on Games","issn_l":"2475-1502","issn":["2475-1502","2475-1510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Games","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1095640","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035273661","display_name":"Athanasios Psaltis","orcid":"https://orcid.org/0000-0002-6896-3124"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Athanasios Psaltis","raw_affiliation_strings":["Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064631808","display_name":"Konstantinos C. Apostolakis","orcid":"https://orcid.org/0000-0002-4609-4079"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos C. Apostolakis","raw_affiliation_strings":["Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080005547","display_name":"Kosmas Dimitropoulos","orcid":"https://orcid.org/0000-0003-1584-7047"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kosmas Dimitropoulos","raw_affiliation_strings":["Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0003-1584-7047","affiliations":[{"raw_affiliation_string":"Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071585254","display_name":"Petros Daras","orcid":"https://orcid.org/0000-0003-3814-6710"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Petros Daras","raw_affiliation_strings":["Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, ITI - CERTH, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8175,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.90835381,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"292","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10812","display_name":"Human Pose and Action Recognition","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13219","display_name":"Mind wandering and attention","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prosocial-behavior","display_name":"Prosocial behavior","score":0.6465151309967041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5373303890228271},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.49100425839424133},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.45578521490097046},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4207150936126709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37078970670700073},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36906567215919495},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3428856134414673},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.2381226122379303},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.16942250728607178}],"concepts":[{"id":"https://openalex.org/C158608086","wikidata":"https://www.wikidata.org/wiki/Q2990613","display_name":"Prosocial behavior","level":2,"score":0.6465151309967041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5373303890228271},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.49100425839424133},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.45578521490097046},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4207150936126709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37078970670700073},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36906567215919495},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3428856134414673},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2381226122379303},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.16942250728607178},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tciaig.2017.2743341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tciaig.2017.2743341","pdf_url":null,"source":{"id":"https://openalex.org/S4210224842","display_name":"IEEE Transactions on Games","issn_l":"2475-1502","issn":["2475-1502","2475-1510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Games","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:1095640","is_oa":true,"landing_page_url":"https://zenodo.org/record/1095640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Computational Intelligence and AI in Games PP(99)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1095640","is_oa":true,"landing_page_url":"https://zenodo.org/record/1095640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Computational Intelligence and AI in Games PP(99)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W44850079","https://openalex.org/W120065238","https://openalex.org/W173815456","https://openalex.org/W307742621","https://openalex.org/W1481770626","https://openalex.org/W1489482675","https://openalex.org/W1530070579","https://openalex.org/W1583479270","https://openalex.org/W1598741880","https://openalex.org/W1935729599","https://openalex.org/W1973003216","https://openalex.org/W1983412528","https://openalex.org/W1995641269","https://openalex.org/W2003215225","https://openalex.org/W2008814061","https://openalex.org/W2011974988","https://openalex.org/W2013184170","https://openalex.org/W2025623975","https://openalex.org/W2029334490","https://openalex.org/W2036493203","https://openalex.org/W2052660601","https://openalex.org/W2064016007","https://openalex.org/W2064543484","https://openalex.org/W2079560081","https://openalex.org/W2081112272","https://openalex.org/W2081347646","https://openalex.org/W2083267370","https://openalex.org/W2085267184","https://openalex.org/W2097541468","https://openalex.org/W2111608653","https://openalex.org/W2117645142","https://openalex.org/W2122517769","https://openalex.org/W2124666103","https://openalex.org/W2126707560","https://openalex.org/W2131030544","https://openalex.org/W2131123711","https://openalex.org/W2136922672","https://openalex.org/W2157180310","https://openalex.org/W2159354388","https://openalex.org/W2160104153","https://openalex.org/W2160410950","https://openalex.org/W2166251590","https://openalex.org/W2169570446","https://openalex.org/W2172071592","https://openalex.org/W2218853939","https://openalex.org/W2259765216","https://openalex.org/W2345031027","https://openalex.org/W2403598236","https://openalex.org/W2477280584","https://openalex.org/W2521233320","https://openalex.org/W2525950837","https://openalex.org/W2551247055","https://openalex.org/W2574065282","https://openalex.org/W4211072278","https://openalex.org/W4255441728","https://openalex.org/W4396952261","https://openalex.org/W6601836500","https://openalex.org/W6604905598","https://openalex.org/W6607049134","https://openalex.org/W6631569693","https://openalex.org/W6640416668","https://openalex.org/W6670201368","https://openalex.org/W6683493468","https://openalex.org/W6686207219","https://openalex.org/W6692232497","https://openalex.org/W6713299067","https://openalex.org/W6721270247","https://openalex.org/W6729034297","https://openalex.org/W6732229867"],"related_works":["https://openalex.org/W2800889318","https://openalex.org/W3184787772","https://openalex.org/W603013573","https://openalex.org/W3210550035","https://openalex.org/W2980881520","https://openalex.org/W127837312","https://openalex.org/W3186236297","https://openalex.org/W2032362539","https://openalex.org/W4384789578","https://openalex.org/W4387421317"],"abstract_inverted_index":{"In":[0],"this":[1,218],"paper,":[2],"we":[3,36,55,71,97,116,144],"address":[4],"the":[5,38,48,51,65,83,89,92,110,113,123,141,167,171,176,180,194,200,211],"problem":[6],"of":[7,40,68,85,95,112,125,130,170,179,188,193,196,199],"recognizing":[8],"student":[9,41],"engagement":[10,16,23,42,80,114],"in":[11,132,148,151,162,210,217],"prosocial":[12],"games":[13,126],"by":[14],"exploiting":[15],"cues":[17],"from":[18,46],"different":[19,29,128],"input":[20],"modalities.":[21],"Since":[22],"is":[24,214],"a":[25,99,118,135,185],"multifaceted":[26],"phenomenon":[27],"with":[28,88,127,134,155,184],"dimensions,":[30],"i.e.,":[31,204],"behavioral,":[32],"cognitive,":[33],"and":[34,50,59,78,158,208],"affective,":[35],"propose":[37],"modeling":[39],"using":[43],"real-time":[44],"data":[45],"both":[47],"students":[49,157],"game.":[52,90],"More":[53],"specifically,":[54],"apply":[56],"body":[57],"motion":[58],"facial":[60],"expression":[61],"analysis":[62,84,192],"to":[63,75],"identify":[64],"affective":[66],"state":[67],"students,":[69],"while":[70,108],"extract":[72],"features":[73],"related":[74],"their":[76,86],"cognitive":[77],"behavioral":[79],"based":[81,103,121],"on":[82,104,122],"interaction":[87],"For":[91],"automatic":[93],"recognition":[94],"engagement,":[96],"adopt":[98],"machine":[100],"learning":[101],"approach":[102,120],"artificial":[105],"neural":[106],"networks,":[107],"for":[109],"annotation":[111],"data,":[115],"introduce":[117],"novel":[119],"use":[124],"degrees":[129],"challenge":[131],"conjunction":[133],"retrospective":[136],"self-reporting":[137],"method.":[138],"To":[139],"evaluate":[140],"proposed":[142,172],"methodology,":[143,173],"conducted":[145],"real-life":[146],"experiments":[147],"4":[149],"classes,":[150],"3":[152],"primary":[153],"schools,":[154],"72":[156],"144":[159],"gameplay":[160],"recordings":[161],"total.":[163],"Experimental":[164],"results":[165],"show":[166],"great":[168],"potential":[169],"which":[174],"improves":[175],"classification":[177,212],"accuracy":[178],"three":[181],"distinct":[182],"dimensions":[183],"detection":[186],"rate":[187],"85%.":[189],"A":[190],"detailed":[191],"role":[195],"each":[197],"component":[198],"Game":[201],"Engagement":[202],"Questionnaire,":[203],"immersion,":[205],"presence,":[206],"flow,":[207],"absorption,":[209],"process":[213],"also":[215],"presented":[216],"paper.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}