{"id":"https://openalex.org/W4388405573","doi":"https://doi.org/10.1109/dsaa60987.2023.10302578","title":"Emotion-based Dynamic Difficulty Adjustment in Video Games","display_name":"Emotion-based Dynamic Difficulty Adjustment in Video Games","publication_year":2023,"publication_date":"2023-10-09","ids":{"openalex":"https://openalex.org/W4388405573","doi":"https://doi.org/10.1109/dsaa60987.2023.10302578"},"language":"en","primary_location":{"id":"doi:10.1109/dsaa60987.2023.10302578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa60987.2023.10302578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ruj.uj.edu.pl/xmlui/handle/item/323171","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059149161","display_name":"Krzysztof Kutt","orcid":"https://orcid.org/0000-0001-5453-9763"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Kutt","raw_affiliation_strings":["Jagiellonian University,Faculty of Physics Astronomy and Applied Computer Science,Krak&#x00F3;w,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jagiellonian University,Faculty of Physics Astronomy and Applied Computer Science,Krak&#x00F3;w,Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093203776","display_name":"\u0141ukasz \u015aciga","orcid":null},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz \u015aciga","raw_affiliation_strings":["Jagiellonian University,Faculty of Physics Astronomy and Applied Computer Science,Krak&#x00F3;w,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jagiellonian University,Faculty of Physics Astronomy and Applied Computer Science,Krak&#x00F3;w,Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023890658","display_name":"Grzegorz J. Nalepa","orcid":"https://orcid.org/0000-0002-8182-4225"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz J. Nalepa","raw_affiliation_strings":["Jagiellonian University,Faculty of Physics Astronomy and Applied Computer Science,Krak&#x00F3;w,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jagiellonian University,Faculty of Physics Astronomy and Applied Computer Science,Krak&#x00F3;w,Poland","institution_ids":["https://openalex.org/I126596746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059149161"],"corresponding_institution_ids":["https://openalex.org/I126596746"],"apc_list":null,"apc_paid":null,"fwci":0.4864,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68683892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9993000030517578,"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":0.9993000030517578,"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/T12496","display_name":"Color perception and design","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T13283","display_name":"Mental Health Research Topics","score":0.9553999900817871,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7832525968551636},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6445255875587463},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6166709661483765},{"id":"https://openalex.org/keywords/video-game","display_name":"Video game","score":0.5338453054428101},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5137370824813843},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5039274096488953},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4756559729576111},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.44109901785850525},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.42790791392326355},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42725974321365356},{"id":"https://openalex.org/keywords/video-game-development","display_name":"Video game development","score":0.41169583797454834},{"id":"https://openalex.org/keywords/game-design","display_name":"Game design","score":0.39270228147506714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29025816917419434},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12841176986694336},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12525853514671326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7832525968551636},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6445255875587463},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6166709661483765},{"id":"https://openalex.org/C3018412434","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Video game","level":2,"score":0.5338453054428101},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5137370824813843},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5039274096488953},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4756559729576111},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.44109901785850525},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.42790791392326355},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42725974321365356},{"id":"https://openalex.org/C54276265","wikidata":"https://www.wikidata.org/wiki/Q1061635","display_name":"Video game development","level":3,"score":0.41169583797454834},{"id":"https://openalex.org/C503285160","wikidata":"https://www.wikidata.org/wiki/Q858057","display_name":"Game design","level":2,"score":0.39270228147506714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29025816917419434},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12841176986694336},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12525853514671326},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dsaa60987.2023.10302578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa60987.2023.10302578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"},{"id":"pmh:oai:ruj.uj.edu.pl:item/323171","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/323171","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publikacja pokonferencyjna"}],"best_oa_location":{"id":"pmh:oai:ruj.uj.edu.pl:item/323171","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/323171","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publikacja pokonferencyjna"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2050787672","https://openalex.org/W2108631245","https://openalex.org/W2511104380","https://openalex.org/W2781818737","https://openalex.org/W2792960361","https://openalex.org/W2890095514","https://openalex.org/W2913218058","https://openalex.org/W3001587372","https://openalex.org/W3021080764","https://openalex.org/W3103291722","https://openalex.org/W3116817727","https://openalex.org/W4206176610","https://openalex.org/W4230277160","https://openalex.org/W4281985410","https://openalex.org/W4285118971","https://openalex.org/W4285244280","https://openalex.org/W4385383529","https://openalex.org/W6684164620","https://openalex.org/W6839370234"],"related_works":["https://openalex.org/W2024585913","https://openalex.org/W4381616580","https://openalex.org/W2885055606","https://openalex.org/W1491613725","https://openalex.org/W3087955099","https://openalex.org/W2755355173","https://openalex.org/W2764088271","https://openalex.org/W2744525207","https://openalex.org/W3095685693","https://openalex.org/W4295008850"],"abstract_inverted_index":{"Current":[0],"review":[1],"papers":[2],"in":[3,22,96],"the":[4,33,51,70,80,94],"area":[5],"of":[6,16,49,72,83],"Affective":[7,10],"Computing":[8],"and":[9,53],"Gaming":[11],"point":[12],"to":[13,29,45,59],"a":[14,37,42,61,73,98],"number":[15],"issues":[17],"with":[18],"using":[19],"their":[20],"methods":[21],"out-of-the-lab":[23],"scenarios,":[24],"making":[25],"them":[26,55],"virtually":[27],"impossible":[28],"be":[30],"deployed.":[31],"On":[32],"contrary,":[34],"we":[35],"present":[36],"game":[38,75,100],"that":[39,63],"serves":[40],"as":[41],"proof-of-concept":[43],"designed":[44],"demonstrate":[46],"that\u2014being":[47],"aware":[48],"all":[50],"limitations":[52],"addressing":[54],"accordingly\u2014it":[56],"is":[57,69],"possible":[58],"create":[60],"product":[62],"works":[64],"in-the-wild.":[65],"A":[66],"key":[67],"contribution":[68],"development":[71],"dynamic":[74],"adaptation":[76],"algorithm":[77],"based":[78],"on":[79],"real-time":[81],"analysis":[82],"emotions":[84],"from":[85],"facial":[86],"expressions.":[87],"The":[88],"obtained":[89],"results":[90],"are":[91],"promising,":[92],"indicating":[93],"success":[95],"delivering":[97],"good":[99],"experience.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
