{"id":"https://openalex.org/W7128392814","doi":"https://doi.org/10.1007/s43681-026-01011-8","title":"Resolving the personalization paradox in therapeutic AI: a boundary-aware framework for ethical personalization","display_name":"Resolving the personalization paradox in therapeutic AI: a boundary-aware framework for ethical personalization","publication_year":2026,"publication_date":"2026-02-01","ids":{"openalex":"https://openalex.org/W7128392814","doi":"https://doi.org/10.1007/s43681-026-01011-8"},"language":"en","primary_location":{"id":"doi:10.1007/s43681-026-01011-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43681-026-01011-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","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/A5070364648","display_name":"Boyoung Kang","orcid":"https://orcid.org/0009-0000-4338-8728"},"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":true,"raw_author_name":"Boyoung Kang","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070364648"],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43287868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9696999788284302,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9696999788284302,"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/T12488","display_name":"Mental Health via Writing","score":0.007199999876320362,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.004600000102072954,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.8300999999046326},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5238999724388123},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.4880000054836273},{"id":"https://openalex.org/keywords/cognitive-reframing","display_name":"Cognitive reframing","score":0.40849998593330383},{"id":"https://openalex.org/keywords/bespoke","display_name":"Bespoke","score":0.3952000141143799},{"id":"https://openalex.org/keywords/therapeutic-relationship","display_name":"Therapeutic relationship","score":0.38029998540878296},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.35089999437332153}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8300999999046326},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5274999737739563},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5238999724388123},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.4880000054836273},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.40849998593330383},{"id":"https://openalex.org/C44210515","wikidata":"https://www.wikidata.org/wiki/Q16968978","display_name":"Bespoke","level":2,"score":0.3952000141143799},{"id":"https://openalex.org/C2778633572","wikidata":"https://www.wikidata.org/wiki/Q3424027","display_name":"Therapeutic relationship","level":2,"score":0.38029998540878296},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3630000054836273},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.3472000062465668},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33570000529289246},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.33169999718666077},{"id":"https://openalex.org/C2779913896","wikidata":"https://www.wikidata.org/wiki/Q7063001","display_name":"Notice","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C2780081655","wikidata":"https://www.wikidata.org/wiki/Q763365","display_name":"Continuance","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29760000109672546},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.29319998621940613},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2515000104904175},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s43681-026-01011-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43681-026-01011-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1656810637","https://openalex.org/W1985945240","https://openalex.org/W2004451085","https://openalex.org/W2012186625","https://openalex.org/W2017005212","https://openalex.org/W2048569028","https://openalex.org/W2094409166","https://openalex.org/W2131334268","https://openalex.org/W2165243546","https://openalex.org/W2623779865","https://openalex.org/W2889335577","https://openalex.org/W2899520395","https://openalex.org/W2901818534","https://openalex.org/W2920375850","https://openalex.org/W2922711788","https://openalex.org/W2972203331","https://openalex.org/W3009936362","https://openalex.org/W3125770638","https://openalex.org/W4287900772","https://openalex.org/W4378470708","https://openalex.org/W4388154149","https://openalex.org/W4392575311","https://openalex.org/W4396831955","https://openalex.org/W4396832329","https://openalex.org/W4404433953","https://openalex.org/W4408022558","https://openalex.org/W4415230843"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-10T19:14:54.419558","created_date":"2026-02-10T00:00:00"}
