{"id":"https://openalex.org/W2969907445","doi":"https://doi.org/10.1109/access.2019.2936384","title":"Does Providing a Personalized Educational Game Based on Personality Matter? A Case Study","display_name":"Does Providing a Personalized Educational Game Based on Personality Matter? A Case Study","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2969907445","doi":"https://doi.org/10.1109/access.2019.2936384","mag":"2969907445"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2936384","doi":"https://doi.org/10.1109/access.2019.2936384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2936384","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805319.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805319.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067317041","display_name":"Ahmed Tlili","orcid":"https://orcid.org/0000-0003-1449-7751","observed_orcids":["https://orcid.org/0000-0003-1449-7751"]},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ahmed Tlili","raw_affiliation_strings":["Smart Learning Institute, Beijing Normal University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Learning Institute, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070573270","display_name":"Mouna Denden","orcid":"https://orcid.org/0000-0003-0035-3490","observed_orcids":["https://orcid.org/0000-0003-0035-3490"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mouna Denden","raw_affiliation_strings":["Research Laboratory of Technologies of Information and Communication and Electrical Engineering (LaTICE), University of Tunis, Tunis, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory of Technologies of Information and Communication and Electrical Engineering (LaTICE), University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028064365","display_name":"Fathi Essalmi","orcid":"https://orcid.org/0000-0002-1153-787X","observed_orcids":["https://orcid.org/0000-0002-1153-787X"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Fathi Essalmi","raw_affiliation_strings":["Research Laboratory of Technologies of Information and Communication and Electrical Engineering (LaTICE), University of Tunis, Tunis, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory of Technologies of Information and Communication and Electrical Engineering (LaTICE), University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062847316","display_name":"Mohamed Jemni","orcid":"https://orcid.org/0000-0001-8841-5224","observed_orcids":["https://orcid.org/0000-0001-8841-5224"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Jemni","raw_affiliation_strings":["Research Laboratory of Technologies of Information and Communication and Electrical Engineering (LaTICE), University of Tunis, Tunis, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory of Technologies of Information and Communication and Electrical Engineering (LaTICE), University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004362992","display_name":"Kinshuk Kinshuk","orcid":"https://orcid.org/0000-0003-3923-9003","observed_orcids":["https://orcid.org/0000-0003-3923-9003"]},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kinshuk","raw_affiliation_strings":["University of North Texas, Denton, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020267037","display_name":"Nian\u2010Shing Chen","orcid":"https://orcid.org/0000-0001-7768-0997","observed_orcids":["https://orcid.org/0000-0001-7768-0997"]},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Nian-Shing Chen","raw_affiliation_strings":["Department of Applied Foreign Languages, National Yunlin University of Science and Technology, Yunlin, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-7768-0997","affiliations":[{"raw_affiliation_string":"Department of Applied Foreign Languages, National Yunlin University of Science and Technology, Yunlin, Taiwan","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044650487","display_name":"Ronghuai Huang","orcid":"https://orcid.org/0000-0003-4651-5248","observed_orcids":["https://orcid.org/0000-0003-4651-5248"]},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghuai Huang","raw_affiliation_strings":["Smart Learning Institute, Beijing Normal University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Learning Institute, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":4.8193,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.94439803,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"119566","last_page":"119575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9984999895095825,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0010000000474974513,"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"}},{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/student-personality-traits","display_name":"student personality","score":0.9449999928474426},{"id":"https://openalex.org/keywords/extraversion-introversion","display_name":"extraversion-introversion","score":0.9020000100135803},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.7639999985694885},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"cognitive load","score":0.9990000128746033},{"id":"https://openalex.org/keywords/perceived-usefulness","display_name":"perceived usefulness","score":0.996999979019165},{"id":"https://openalex.org/keywords/intention-to-use","display_name":"intention to use","score":0.8330000042915344},{"id":"https://openalex.org/keywords/game-design","display_name":"game design","score":0.5590000152587891}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7715314626693726},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6899290084838867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6473315358161926},{"id":"https://openalex.org/C2984404570","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Educational game","level":2,"score":0.6388929486274719},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.5348519086837769},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4537140130996704},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.4153482913970947},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.39554452896118164},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3626517355442047},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2515636682510376},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24359199404716492},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.23229995369911194},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12467694282531738},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11166909337043762},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.1036931574344635},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2936384","doi":"https://doi.org/10.1109/access.2019.2936384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2936384","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805319.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:info:ark/67531/metadc1944142","doi":null,"is_oa":false,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc1944142/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 7, Institute of Electrical and Electronics Engineers, August 19, 2019, pp. 1-10","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:4ed65410fb8d4c9492447015fbcfcfa2","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/4ed65410fb8d4c9492447015fbcfcfa2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 119566-119575 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2936384","doi":"https://doi.org/10.1109/access.2019.2936384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2936384","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805319.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.975600004196167}],"study_designs":[{"id":"https://openalex.org/study-designs/clinical-trial","display_name":"Clinical Trial"}],"awards":[{"id":"https://openalex.org/G4228089805","display_name":"A Systematic Requirements Analysis, Critical Research Issues, and Innovative Applications of Educational Robots","funder_award_id":"MOST106-2511-S224-005-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G4778328922","display_name":null,"funder_award_id":"MOST-107-2511-H-224-007-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969907445.pdf","grobid_xml":"https://content.openalex.org/works/W2969907445.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W202450247","https://openalex.org/W1581321454","https://openalex.org/W1791587663","https://openalex.org/W1974506500","https://openalex.org/W1975420074","https://openalex.org/W1979343823","https://openalex.org/W1980877068","https://openalex.org/W1988419112","https://openalex.org/W1994719930","https://openalex.org/W1994888193","https://openalex.org/W2000294947","https://openalex.org/W2008799189","https://openalex.org/W2022190765","https://openalex.org/W2027433889","https://openalex.org/W2033333817","https://openalex.org/W2037673445","https://openalex.org/W2037749579","https://openalex.org/W2043201683","https://openalex.org/W2044637676","https://openalex.org/W2064749740","https://openalex.org/W2078517176","https://openalex.org/W2079021915","https://openalex.org/W2080776513","https://openalex.org/W2082333915","https://openalex.org/W2085869407","https://openalex.org/W2091262672","https://openalex.org/W2092877749","https://openalex.org/W2097703916","https://openalex.org/W2106185461","https://openalex.org/W2106760415","https://openalex.org/W2109013774","https://openalex.org/W2115364413","https://openalex.org/W2117808279","https://openalex.org/W2133979121","https://openalex.org/W2143949810","https://openalex.org/W2151448992","https://openalex.org/W2164355510","https://openalex.org/W2241241160","https://openalex.org/W2292696949","https://openalex.org/W2396704975","https://openalex.org/W2411013658","https://openalex.org/W2469783852","https://openalex.org/W2481572996","https://openalex.org/W2559922708","https://openalex.org/W2586662785","https://openalex.org/W2610120854","https://openalex.org/W2743474886","https://openalex.org/W2783937386","https://openalex.org/W2788273079","https://openalex.org/W2793291579","https://openalex.org/W2886775850","https://openalex.org/W2904123005","https://openalex.org/W2913293464","https://openalex.org/W2921179598","https://openalex.org/W3170775390","https://openalex.org/W4232909505","https://openalex.org/W4292952947","https://openalex.org/W4299826153","https://openalex.org/W6677591868"],"related_works":["https://openalex.org/W2743474886","https://openalex.org/W2789662763","https://openalex.org/W2792034231","https://openalex.org/W2963164143","https://openalex.org/W2795241269","https://openalex.org/W2598274142","https://openalex.org/W2022190765","https://openalex.org/W4253138421","https://openalex.org/W2901234006","https://openalex.org/W20044948"],"abstract_inverted_index":{"While":[0],"researchers":[1],"have":[2,21,88],"highlighted":[3],"the":[4,74,82,104,109,113,127,134,138],"importance":[5],"of":[6,73,112,120,137,142],"considering":[7],"learner's":[8,38,163],"personality":[9],"as":[10,45],"a":[11,46,58,67,70,89,116],"personalization":[12],"parameter":[13,25],"in":[14,26],"computer":[15],"based":[16,161],"learning,":[17],"very":[18],"few":[19],"studies":[20],"really":[22],"addressed":[23],"this":[24,30,143],"educational":[27,34,84],"games.":[28],"Therefore,":[29],"paper":[31],"presents":[32],"an":[33,61],"game":[35,48,75,85,114,128,151,158],"which":[36,64],"models":[37],"personality,":[39],"specifically":[40],"introvert/extrovert":[41],"dimension,":[42],"to":[43,57,125,153],"serve":[44],"personalized":[47,71,83,110,157],"learning":[49,159],"environment.":[50],"Fifty":[51],"one":[52],"learners":[53,105],"were":[54],"randomly":[55],"assigned":[56],"control":[59],"and":[60,69,123,150,155],"experimental":[62,78],"group":[63],"learned":[65,107,132],"with":[66,108,133],"non-personalized":[68,135],"version":[72,111,136],"respectively.":[76],"The":[77,140],"results":[79],"show":[80],"that":[81],"did":[86,97],"not":[87],"significant":[90,117],"impact":[91],"on":[92,162],"learners'":[93,100],"motivation,":[94],"while":[95],"it":[96],"significantly":[98],"decrease":[99],"cognitive":[101],"load.":[102],"Besides,":[103],"who":[106,131],"revealed":[115],"higher":[118],"degree":[119],"perceived":[121],"usefulness":[122],"intention":[124],"use":[126],"than":[129],"those":[130],"game.":[139],"findings":[141],"study":[144],"can":[145],"be":[146],"used":[147],"by":[148],"educators":[149],"designers":[152],"adopt":[154],"develop":[156],"environments":[160],"personality.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-08-29T00:00:00"}
