{"id":"https://openalex.org/W2897166115","doi":"https://doi.org/10.1109/disa.2018.8490643","title":"Modeling User Experience in Electronic Entertainment Using Psychophysiological Measurements","display_name":"Modeling User Experience in Electronic Entertainment Using Psychophysiological Measurements","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2897166115","doi":"https://doi.org/10.1109/disa.2018.8490643","mag":"2897166115"},"language":"en","primary_location":{"id":"doi:10.1109/disa.2018.8490643","doi":"https://doi.org/10.1109/disa.2018.8490643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/disa.2018.8490643","pdf_url":null,"source":{"id":"https://openalex.org/S7407106300","display_name":"World Symposium on Digital Intelligence for Systems and Machines (DISA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 World Symposium on Digital Intelligence for Systems and Machines (DISA)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8476151","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078456505","display_name":"Martin \u010certick\u00fd","orcid":"https://orcid.org/0000-0002-2424-7556","observed_orcids":["https://orcid.org/0000-0002-2424-7556","https://orcid.org/0000-0003-1284-1352"]},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","SK"],"is_corresponding":false,"raw_author_name":"Martin Certicky","raw_affiliation_strings":["Czech Technical University in Prague","Technical University in Ko\u0161ice"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Technical University in Prague","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Technical University in Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049194309","display_name":"Michal \u010certick\u00fd","orcid":"https://orcid.org/0000-0002-2424-7556","observed_orcids":["https://orcid.org/0000-0002-2424-7556"]},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","SK"],"is_corresponding":false,"raw_author_name":"Michal Certicky","raw_affiliation_strings":["Czech Technical University in Prague","Technical University in Ko\u0161ice"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Technical University in Prague","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Technical University in Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009231271","display_name":"Peter Sin\u010d\u00e1k","orcid":"https://orcid.org/0000-0002-0994-5495","observed_orcids":["https://orcid.org/0000-0002-0994-5495"]},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Sincak","raw_affiliation_strings":["Technical University in Ko\u0161ice"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University in Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037128658","display_name":"Filippo Cavallo","orcid":"https://orcid.org/0000-0001-7432-5033","observed_orcids":["https://orcid.org/0000-0001-7432-5033"]},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Cavallo","raw_affiliation_strings":["Scuola Superiore Sant'Anna, The BioRobotics Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant'Anna, The BioRobotics Institute","institution_ids":["https://openalex.org/I162290304"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3049,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64092141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"15","issue":null,"first_page":"219","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8339999914169312,"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":0.8339999914169312,"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/T11197","display_name":"Digital Games and Media","score":0.04960000142455101,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.048500001430511475,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/user-experience-modeling","display_name":"user experience modeling","score":0.906000018119812},{"id":"https://openalex.org/keywords/digital-entertainment","display_name":"digital entertainment","score":0.9710000157356262},{"id":"https://openalex.org/keywords/psychophysiological-measurement","display_name":"psychophysiological measurement","score":0.8379999995231628},{"id":"https://openalex.org/keywords/self-report-bias","display_name":"self-report bias","score":0.7860000133514404},{"id":"https://openalex.org/keywords/heart-rate","display_name":"heart rate","score":0.8339999914169312},{"id":"https://openalex.org/keywords/electrodermal-activity","display_name":"electrodermal activity","score":0.9980000257492065},{"id":"https://openalex.org/keywords/respiratory-activity","display_name":"respiratory activity","score":0.9409999847412109},{"id":"https://openalex.org/keywords/video-games","display_name":"video games","score":0.7799999713897705},{"id":"https://openalex.org/keywords/in-game-events","display_name":"game events","score":0.6539999842643738},{"id":"https://openalex.org/keywords/autonomic-nervous-system","display_name":"autonomic nervous system","score":0.8320000171661377},{"id":"https://openalex.org/keywords/physiological-data-collection","display_name":"physiological data collection","score":0.5070000290870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6903495192527771},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6375439763069153},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5964269638061523},{"id":"https://openalex.org/C2985708247","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment industry","level":3,"score":0.5608105659484863},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.4937475621700287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49374279379844666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4792185425758362},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4708268940448761},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.47027450799942017},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.46655386686325073},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37205368280410767},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3297352194786072},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28134024143218994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12496092915534973},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1177307665348053},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/disa.2018.8490643","doi":"https://doi.org/10.1109/disa.2018.8490643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/disa.2018.8490643","pdf_url":null,"source":{"id":"https://openalex.org/S7407106300","display_name":"World Symposium on Digital Intelligence for Systems and Machines (DISA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 World Symposium on Digital Intelligence for Systems and Machines (DISA)","raw_type":"proceedings-article"},{"id":"pmh:oai:flore.unifi.it:2158/1210848","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2158/1210848","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.iris.sssup.it:11382/525959","doi":null,"is_oa":true,"landing_page_url":"http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8476151","pdf_url":null,"source":{"id":"https://openalex.org/S4377196376","display_name":"CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I162290304","host_organization_name":"Scuola Superiore Sant'Anna","host_organization_lineage":["https://openalex.org/I162290304"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:www.iris.sssup.it:11382/525959","doi":null,"is_oa":true,"landing_page_url":"http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8476151","pdf_url":null,"source":{"id":"https://openalex.org/S4377196376","display_name":"CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I162290304","host_organization_name":"Scuola Superiore Sant'Anna","host_organization_lineage":["https://openalex.org/I162290304"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.428600013256073,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1772537851","https://openalex.org/W1965413117","https://openalex.org/W1972661656","https://openalex.org/W1973379075","https://openalex.org/W1977787432","https://openalex.org/W1985154362","https://openalex.org/W2011012772","https://openalex.org/W2015302753","https://openalex.org/W2017398389","https://openalex.org/W2029334490","https://openalex.org/W2049276185","https://openalex.org/W2063077274","https://openalex.org/W2063821783","https://openalex.org/W2086265577","https://openalex.org/W2095720542","https://openalex.org/W2099756521","https://openalex.org/W2108591604","https://openalex.org/W2121590362","https://openalex.org/W2136848157","https://openalex.org/W2144074774","https://openalex.org/W2293081071","https://openalex.org/W2293634267","https://openalex.org/W2911964244","https://openalex.org/W3023185509","https://openalex.org/W3146331408","https://openalex.org/W4292199645"],"related_works":["https://openalex.org/W2915566664","https://openalex.org/W2015302753","https://openalex.org/W4306318472","https://openalex.org/W2725437736","https://openalex.org/W2802945989","https://openalex.org/W7159581276","https://openalex.org/W4248202246","https://openalex.org/W2063821783","https://openalex.org/W3206149723","https://openalex.org/W7135930603"],"abstract_inverted_index":{"Analyses":[0],"of":[1,57,61,129,199,215,218],"user":[2,137,210],"experience":[3,63,110,138,211],"in":[4,161],"electronic":[5],"entertainment":[6],"industry":[7],"currently":[8],"rely":[9],"on":[10,65,83],"self-reporting":[11,24,164],"methods,":[12],"such":[13,71],"as":[14,44,150],"surveys,":[15],"ratings,":[16],"focus":[17],"group":[18],"interviews,":[19],"etc.":[20],"We":[21],"argue":[22],"that":[23],"alone":[25],"carries":[26],"inherent":[27],"problems":[28],"-":[29,37,188],"mainly":[30],"the":[31,106,109,112,197,216],"subject":[32],"bias":[33],"and":[34,38,68,91,102,111,124,140,190,205],"interpretation":[35],"difficulties":[36],"therefore":[39],"should":[40,158],"not":[41,96],"be":[42,74,159],"used":[43,160],"a":[45,55,59,117,200],"sole":[46],"metric.":[47],"To":[48],"deal":[49],"with":[50,163],"this":[51,219],"problem,":[52],"we":[53,178],"propose":[54],"possibility":[56],"creating":[58],"model":[60,72],"consumer":[62],"based":[64],"psychophysiological":[66,147,203],"measurements":[67,148,204],"describe":[69],"how":[70],"can":[73],"trained":[75,81],"using":[76],"machine":[77,171],"learning":[78,172],"methods.":[79],"Models":[80],"exclusively":[82],"real-time":[84],"data":[85,132,183],"produced":[86],"by":[87,105],"autonomic":[88],"nervous":[89],"system":[90],"involuntary":[92],"physiological":[93],"responses":[94],"is":[95],"susceptible":[97],"to":[98,136,166],"subjective":[99],"bias,":[100],"misinterpretation":[101],"imprecision":[103],"caused":[104],"delay":[107],"between":[108,202],"interview.":[113],"This":[114,193],"paper":[115],"proposes":[116],"potentially":[118],"promising":[119],"direction":[120],"for":[121,143,170,184],"future":[122],"research":[123],"presents":[125],"an":[126],"introductory":[127],"analysis":[128,195],"available":[130],"biological":[131],"sources,":[133],"their":[134,144],"relevance":[135],"modeling":[139],"technical":[141],"prerequisites":[142],"collection.":[145],"Multiple":[146],"(such":[149],"heart":[151,181],"rate,":[152],"electrodermal":[153],"activity":[154],"or":[155],"respiratory":[156],"activity)":[157],"combination":[162],"methods":[165],"prepare":[167],"training":[168],"sets":[169],"models.":[173],"During":[174],"our":[175],"initial":[176],"experiments,":[177],"collected":[179],"time-series":[180],"rate":[182],"two":[185],"computer":[186],"games":[187],"Hearthstone":[189],"Dota":[191],"2.":[192],"preliminary":[194],"suggests":[196],"existence":[198],"correlation":[201],"in-game":[206],"events.":[207],"Actual":[208],"ready-to-use":[209],"models":[212],"are":[213],"out":[214],"scope":[217],"paper.":[220]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2018-10-26T00:00:00"}