{"id":"https://openalex.org/W4308764896","doi":"https://doi.org/10.1145/3555549","title":"Magic Brush: An AI-based Service for Dementia Prevention focused on Intrinsic Motivation","display_name":"Magic Brush: An AI-based Service for Dementia Prevention focused on Intrinsic Motivation","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308764896","doi":"https://doi.org/10.1145/3555549"},"language":"en","primary_location":{"id":"doi:10.1145/3555549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3555549","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-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/A5006719732","display_name":"Migyeong Yang","orcid":"https://orcid.org/0000-0002-3569-9558"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Migyeong Yang","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102848335","display_name":"Kyungha Lee","orcid":"https://orcid.org/0000-0002-3625-5019"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyungha Lee","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319309","display_name":"Eunji Kim","orcid":"https://orcid.org/0000-0002-1908-5310"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunji Kim","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026909269","display_name":"Yeosol Song","orcid":"https://orcid.org/0000-0003-4141-3445"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeosol Song","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060202863","display_name":"Sewang Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sewang Lee","raw_affiliation_strings":["Sungkyunkwan university, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan university, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066144953","display_name":"Jiwon Kang","orcid":"https://orcid.org/0000-0002-5227-5677"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiwon Kang","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048647631","display_name":"Jinyoung Han","orcid":"https://orcid.org/0000-0001-6579-7610"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinyoung Han","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019252607","display_name":"Hayeon Song","orcid":"https://orcid.org/0000-0001-5951-8507"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hayeon Song","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101397915","display_name":"Tae-Eun Kim","orcid":"https://orcid.org/0000-0002-9339-2933"},"institutions":[{"id":"https://openalex.org/I4210148737","display_name":"CHA University","ror":"https://ror.org/04yka3j04","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210148737","https://openalex.org/I4405258985"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taeeun Kim","raw_affiliation_strings":["CHA University, Seongnam, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHA University, Seongnam, Republic of Korea","institution_ids":["https://openalex.org/I4210148737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2854,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58926805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"6","issue":"CSCW2","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T11542","display_name":"Behavioral Health and Interventions","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9628999829292297,"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"}},{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9617000222206116,"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/competence","display_name":"Competence (human resources)","score":0.7266154885292053},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6332667469978333},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6104493737220764},{"id":"https://openalex.org/keywords/autonomy","display_name":"Autonomy","score":0.6031573414802551},{"id":"https://openalex.org/keywords/intrinsic-motivation","display_name":"Intrinsic motivation","score":0.5641800761222839},{"id":"https://openalex.org/keywords/self-determination-theory","display_name":"Self-determination theory","score":0.489674836397171},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.44196370244026184},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.41442641615867615},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.32108819484710693},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18835753202438354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1641797423362732},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.10198625922203064}],"concepts":[{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.7266154885292053},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6332667469978333},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6104493737220764},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.6031573414802551},{"id":"https://openalex.org/C2985564149","wikidata":"https://www.wikidata.org/wiki/Q644302","display_name":"Intrinsic motivation","level":2,"score":0.5641800761222839},{"id":"https://openalex.org/C146854351","wikidata":"https://www.wikidata.org/wiki/Q1433910","display_name":"Self-determination theory","level":3,"score":0.489674836397171},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.44196370244026184},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.41442641615867615},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.32108819484710693},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18835753202438354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1641797423362732},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.10198625922203064},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3555549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3555549","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G346666486","display_name":null,"funder_award_id":"20014967","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G8458990967","display_name":null,"funder_award_id":"22ZT1100","funder_id":"https://openalex.org/F4320322093","funder_display_name":"Electronics and Telecommunications Research Institute"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W42461611","https://openalex.org/W240785110","https://openalex.org/W563241324","https://openalex.org/W652733253","https://openalex.org/W1228882757","https://openalex.org/W1888403036","https://openalex.org/W1933624868","https://openalex.org/W1963937692","https://openalex.org/W1969992223","https://openalex.org/W1973344691","https://openalex.org/W1980569376","https://openalex.org/W1996742337","https://openalex.org/W2007424024","https://openalex.org/W2007446784","https://openalex.org/W2013713485","https://openalex.org/W2013876659","https://openalex.org/W2013897994","https://openalex.org/W2018148977","https://openalex.org/W2031591317","https://openalex.org/W2031916435","https://openalex.org/W2032568497","https://openalex.org/W2034921280","https://openalex.org/W2040996199","https://openalex.org/W2043716431","https://openalex.org/W2044355296","https://openalex.org/W2050521739","https://openalex.org/W2052729098","https://openalex.org/W2057536936","https://openalex.org/W2062731498","https://openalex.org/W2065970781","https://openalex.org/W2071464654","https://openalex.org/W2071786961","https://openalex.org/W2076143792","https://openalex.org/W2078640645","https://openalex.org/W2079127320","https://openalex.org/W2087314153","https://openalex.org/W2087347873","https://openalex.org/W2089342632","https://openalex.org/W2096973245","https://openalex.org/W2099361738","https://openalex.org/W2104075768","https://openalex.org/W2109475526","https://openalex.org/W2113097158","https://openalex.org/W2117442693","https://openalex.org/W2118105440","https://openalex.org/W2128900442","https://openalex.org/W2140334787","https://openalex.org/W2156616450","https://openalex.org/W2163457945","https://openalex.org/W2165279131","https://openalex.org/W2288393017","https://openalex.org/W2298281140","https://openalex.org/W2519595140","https://openalex.org/W2558606335","https://openalex.org/W2623094994","https://openalex.org/W2736307756","https://openalex.org/W2795174405","https://openalex.org/W2898345949","https://openalex.org/W2904354659","https://openalex.org/W2905065426","https://openalex.org/W2949185485","https://openalex.org/W2964243274","https://openalex.org/W3041370067","https://openalex.org/W3107412461","https://openalex.org/W4240757148","https://openalex.org/W4254105891"],"related_works":["https://openalex.org/W4311889477","https://openalex.org/W2922082847","https://openalex.org/W2486509684","https://openalex.org/W1987069274","https://openalex.org/W4388323715","https://openalex.org/W4387312852","https://openalex.org/W2948481409","https://openalex.org/W4387616135","https://openalex.org/W2589348597","https://openalex.org/W2051165935"],"abstract_inverted_index":{"This":[0],"study":[1,119],"proposes":[2],"Magic":[3,141],"Brush,":[4],"an":[5,155],"AI-based":[6],"application":[7],"for":[8,19,54,72],"dementia":[9,30],"prevention":[10],"targeting":[11,121],"middle-aged":[12],"individuals":[13,122],"who":[14],"may":[15],"be":[16,170],"at":[17,32],"risk":[18],"mild":[20],"cognitive":[21,51],"impairment":[22],"(MCI)":[23],"or":[24],"dementia.":[25],"In":[26,134],"order":[27],"to":[28,37,107,158,161,189,193],"prevent":[29],"effectively":[31],"home,":[33],"it":[34],"is":[35,44,154],"important":[36,156],"strengthen":[38],"their":[39],"intrinsic":[40,64,152],"motivation.":[41,195],"Promoting":[42],"motivation":[43,65,153,168],"a":[45,97],"critical":[46],"issue":[47],"in":[48,187],"designing":[49],"computerized":[50],"therapy":[52],"(CCT)":[53],"sustainability.":[55],"Guided":[56],"by":[57,172],"self-determination":[58],"theory,":[59],"three":[60],"main":[61,70],"factors":[62,84],"of":[63,85,145,178],"were":[66],"utilized":[67],"as":[68],"the":[69,73,93,110,159],"themes":[71],"development:":[74],"autonomy,":[75],"competence,":[76],"and":[77,95,115,131,176,183],"relatedness.":[78],"Especially,":[79],"we":[80],"focused":[81],"on":[82],"demotivating":[83],"low":[86,113],"competence":[87,114],"which":[88],"are":[89,185],"commonly":[90],"shared":[91],"among":[92],"elderly":[94],"developed":[96],"magic":[98],"brush":[99],"function":[100],"equipped":[101],"with":[102,128,140,164],"neural":[103],"style":[104],"transfer":[105],"technology":[106,192],"help":[108],"disconnect":[109],"link":[111],"between":[112],"demotivation.":[116],"The":[117,143],"user":[118],"(n=35)":[120],"aged":[123],"over":[124],"50":[125],"was":[126],"conducted":[127],"both":[129],"quantitative":[130],"qualitative":[132],"methods.":[133],"general,":[135],"users":[136],"reported":[137],"positive":[138],"experiences":[139],"Brush.":[142],"results":[144],"Structural":[146],"Equation":[147],"Modeling":[148],"analysis":[149],"showed":[150],"that":[151],"contributor":[157],"intention":[160],"use":[162],"together":[163],"perceived":[165],"usefulness.":[166],"Intrinsic":[167],"can":[169],"promoted":[171],"AI":[173,191],"therapist":[174],"likability":[175],"perception":[177],"one's":[179],"own":[180],"performance.":[181],"Discussion":[182],"implications":[184],"provided":[186],"relation":[188],"using":[190],"promote":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
