{"id":"https://openalex.org/W4385729891","doi":"https://doi.org/10.1145/3594806.3596538","title":"Challenges of learning human digital twin: case study of mental wellbeing","display_name":"Challenges of learning human digital twin: case study of mental wellbeing","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4385729891","doi":"https://doi.org/10.1145/3594806.3596538"},"language":"en","primary_location":{"id":"doi:10.1145/3594806.3596538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594806.3596538","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594806.3596538","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3594806.3596538","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036459117","display_name":"Elena Vildjiounaite","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Elena Vildjiounaite","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Finland"],"raw_orcid":"https://orcid.org/0000-0003-4944-3964","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087400393","display_name":"Johanna Kallio","orcid":"https://orcid.org/0000-0002-7408-170X"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Johanna Kallio","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Finland"],"raw_orcid":"https://orcid.org/0000-0002-7408-170X","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071971591","display_name":"Julia Kantorovitch","orcid":"https://orcid.org/0000-0001-7598-6175"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Julia Kantorovitch","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7598-6175","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002950892","display_name":"Atte Kinnula","orcid":"https://orcid.org/0000-0001-9002-0803"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Atte Kinnula","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Finland"],"raw_orcid":"https://orcid.org/0000-0001-9002-0803","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011386089","display_name":"Sim\u00e3o Ferreira","orcid":"https://orcid.org/0000-0001-8233-2217"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sim\u00e3o Ferreira","raw_affiliation_strings":["Center for Translational Health and Medical Biotechnology Research School of Health of Polytechnic Institute of Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-8233-2217","affiliations":[{"raw_affiliation_string":"Center for Translational Health and Medical Biotechnology Research School of Health of Polytechnic Institute of Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071101146","display_name":"Matilde A. Rodrigues","orcid":"https://orcid.org/0000-0001-6175-6934"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Matilde A. Rodrigues","raw_affiliation_strings":["Center for Translational Health and Medical Biotechnology Research School of Health of Polytechnic Institute of Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-6175-6934","affiliations":[{"raw_affiliation_string":"Center for Translational Health and Medical Biotechnology Research School of Health of Polytechnic Institute of Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044477404","display_name":"Nuno Rocha","orcid":"https://orcid.org/0000-0002-3139-2786"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Rocha","raw_affiliation_strings":["Center for Translational Health and Medical Biotechnology Research School of Health of Polytechnic Institute of Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3139-2786","affiliations":[{"raw_affiliation_string":"Center for Translational Health and Medical Biotechnology Research School of Health of Polytechnic Institute of Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5036459117"],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":null,"apc_paid":null,"fwci":3.9409,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93662033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"574","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13722","display_name":"Ergonomics and Human Factors","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.946399986743927,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/human-capital","display_name":"Human capital","score":0.5627418756484985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5346248745918274},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5240538120269775},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5239481925964355},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.48496437072753906},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4422374963760376},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.4301772713661194},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3952215015888214},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36429640650749207},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3577224314212799},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3464950919151306},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.23269709944725037},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2300914227962494}],"concepts":[{"id":"https://openalex.org/C2776943663","wikidata":"https://www.wikidata.org/wiki/Q165687","display_name":"Human capital","level":2,"score":0.5627418756484985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5346248745918274},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5240538120269775},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5239481925964355},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.48496437072753906},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4422374963760376},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.4301772713661194},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3952215015888214},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36429640650749207},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3577224314212799},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3464950919151306},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.23269709944725037},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2300914227962494},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3594806.3596538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594806.3596538","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594806.3596538","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},{"id":"pmh:oai:recipp.ipp.pt:10400.22/24132","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.22/24132","pdf_url":"https://recipp.ipp.pt/bitstream/10400.22/24132/1/ART_Nuno%20Rocha.pdf","source":{"id":"https://openalex.org/S4306401461","display_name":"The Scientific Repository of the Polytechnic Institute of Porto (Polytechnic Institute of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83863532","host_organization_name":"Polytechnic Institute of Porto","host_organization_lineage":["https://openalex.org/I83863532"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1145/3594806.3596538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594806.3596538","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594806.3596538","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1167214205","display_name":null,"funder_award_id":"COMPETE","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G274581676","display_name":null,"funder_award_id":"POCI-01","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4455079242","display_name":null,"funder_award_id":"POCI-01-","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320313144","display_name":"ITEA","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385729891.pdf","grobid_xml":"https://content.openalex.org/works/W4385729891.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W990323820","https://openalex.org/W1921929190","https://openalex.org/W2040963510","https://openalex.org/W2116488983","https://openalex.org/W2144846685","https://openalex.org/W2147780630","https://openalex.org/W2184481998","https://openalex.org/W2505400317","https://openalex.org/W2514896623","https://openalex.org/W2522453581","https://openalex.org/W2594645841","https://openalex.org/W2788807534","https://openalex.org/W2948769382","https://openalex.org/W2984353870","https://openalex.org/W3010849353","https://openalex.org/W3022345324","https://openalex.org/W3045518508","https://openalex.org/W3080089411","https://openalex.org/W3159245381","https://openalex.org/W4200536610","https://openalex.org/W4206994745","https://openalex.org/W4293109983","https://openalex.org/W4297502281","https://openalex.org/W4308623151","https://openalex.org/W4318464903","https://openalex.org/W4403792529","https://openalex.org/W6660898636","https://openalex.org/W6681833977","https://openalex.org/W6803458554"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Human":[0],"Digital":[1],"Twin":[2],"(HDT)":[3],"is":[4,43,75,183],"a":[5,10,14,35,44],"powerful":[6],"tool":[7],"to":[8,16,48,51,89,119,125,167],"create":[9],"virtual":[11],"replica":[12],"of":[13,84,104,112,148,151,162,181],"human,":[15],"be":[17,168],"used":[18],"for":[19,21,99,171],"example":[20],"designing":[22],"interactions":[23],"with":[24],"physical":[25],"systems,":[26],"preventing":[27],"cognitive":[28,110],"overload,":[29],"managing":[30],"human":[31,41,56,62,78,187],"capital,":[32],"and":[33,37,58,77,115,122,128,133,139,154,159],"maintaining":[34],"healthy":[36],"motivated":[38],"workforce.":[39],"Building":[40],"twins":[42,79],"challenging":[45],"task":[46],"due":[47],"the":[49,59,82,101,108,144,156,178],"need":[50],"reliably":[52],"represent":[53,91],"each":[54,67,85],"corresponding":[55],"being,":[57],"fact":[60],"that":[61],"beings":[63],"notably":[64],"differ":[65],"from":[66],"other.":[68],"Therefore,":[69],"relying":[70],"solely":[71],"on":[72,96],"expert":[73],"knowledge":[74,105],"insufficient,":[76],"must":[80],"learn":[81],"specifics":[83],"individual":[86],"in":[87,134,174,185],"order":[88],"accurately":[90],"them.":[92],"This":[93,141],"paper":[94,142],"focuses":[95],"AI":[97],"methods":[98],"modelling":[100],"mental":[102,152],"wellbeing":[103],"workers":[106],"because":[107,177],"mounting":[109],"demands":[111],"both":[113],"white-collar":[114],"blue-collar":[116],"work":[117],"lead":[118],"employees\u2019":[120],"stress,":[121],"stress":[123,153],"leads":[124],"diminished":[126],"creativity":[127],"motivation,":[129],"increased":[130],"sick":[131],"leaves,":[132],"severe":[135],"cases,":[136],"accidents,":[137],"burnouts,":[138],"disabilities.":[140],"describes":[143],"main":[145,157],"building":[146],"blocks":[147],"AI-based":[149],"detectors":[150],"highlights":[155],"challenges":[158],"future":[160],"directions":[161],"research.,":[163],"which":[164],"are":[165],"expected":[166],"relevant":[169],"also":[170],"HDT":[172],"learning":[173],"other":[175],"domains":[176],"high":[179],"degree":[180],"individuality":[182],"ubiquitous":[184],"all":[186],"activities.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}