{"id":"https://openalex.org/W7117368457","doi":"https://doi.org/10.1007/s13721-025-00698-9","title":"The role of LLM-powered chatbots in assisting elderly people: systematic review","display_name":"The role of LLM-powered chatbots in assisting elderly people: systematic review","publication_year":2025,"publication_date":"2025-12-27","ids":{"openalex":"https://openalex.org/W7117368457","doi":"https://doi.org/10.1007/s13721-025-00698-9"},"language":"en","primary_location":{"id":"doi:10.1007/s13721-025-00698-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00698-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6670","issn":["2192-6670","2192-6662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"},"type":"review","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/A5121409593","display_name":"Hamza Tahir","orcid":null},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hamza Tahir","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121409373","display_name":"M. Kemal \u00d6zdemir","orcid":null},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. Kemal \u00d6zdemir","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121396337","display_name":"Reda Alhajj","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["CA","DK","TR"],"is_corresponding":true,"raw_author_name":"Reda Alhajj","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","Department of Computer Science, University of Calgary, Calgary, AB, T2N 1N4, Canada","Department of Heath Informatics, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]},{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, T2N 1N4, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Heath Informatics, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121396337"],"corresponding_institution_ids":["https://openalex.org/I168635309","https://openalex.org/I177969490","https://openalex.org/I3125470973"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.4722,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68055556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"15","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":0.7020999789237976,"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":0.7020999789237976,"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/T12128","display_name":"AI in Service Interactions","score":0.12039999663829803,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.08579999953508377,"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/chatbot","display_name":"Chatbot","score":0.8798999786376953},{"id":"https://openalex.org/keywords/inclusion","display_name":"Inclusion (mineral)","score":0.49549999833106995},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.49549999833106995},{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.48590001463890076},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.47530001401901245},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42089998722076416},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.3774999976158142},{"id":"https://openalex.org/keywords/reminiscence","display_name":"Reminiscence","score":0.3741999864578247},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.3458000123500824}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8798999786376953},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.48590001463890076},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.47530001401901245},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.43950000405311584},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43059998750686646},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4284999966621399},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42089998722076416},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.3774999976158142},{"id":"https://openalex.org/C107269508","wikidata":"https://www.wikidata.org/wiki/Q2143005","display_name":"Reminiscence","level":2,"score":0.3741999864578247},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3528999984264374},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3458000123500824},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.33160001039505005},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.32659998536109924},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.30970001220703125},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.3075999915599823},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.2865000069141388},{"id":"https://openalex.org/C155164915","wikidata":"https://www.wikidata.org/wiki/Q1403186","display_name":"Health psychology","level":3,"score":0.28450000286102295},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2842999994754791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2840999960899353},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C153721897","wikidata":"https://www.wikidata.org/wiki/Q3436149","display_name":"Intrapersonal communication","level":3,"score":0.27160000801086426},{"id":"https://openalex.org/C13774568","wikidata":"https://www.wikidata.org/wiki/Q439112","display_name":"Population ageing","level":3,"score":0.2606000006198883},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.2597000002861023}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13721-025-00698-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00698-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6670","issn":["2192-6670","2192-6662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8249595761299133,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W3161857679","https://openalex.org/W4366591012","https://openalex.org/W4385489269","https://openalex.org/W4385729976","https://openalex.org/W4388923875","https://openalex.org/W4389696050","https://openalex.org/W4390561775","https://openalex.org/W4391405701","https://openalex.org/W4391973028","https://openalex.org/W4392137802","https://openalex.org/W4392807024","https://openalex.org/W4393171971","https://openalex.org/W4394858410","https://openalex.org/W4394948268","https://openalex.org/W4395111197","https://openalex.org/W4396642475","https://openalex.org/W4396832517","https://openalex.org/W4396832548","https://openalex.org/W4396895037","https://openalex.org/W4396900090","https://openalex.org/W4396919238","https://openalex.org/W4396919460","https://openalex.org/W4397289153","https://openalex.org/W4399053129","https://openalex.org/W4400106869","https://openalex.org/W4400381449","https://openalex.org/W4400736666","https://openalex.org/W4401106041","https://openalex.org/W4401829639","https://openalex.org/W4401879889","https://openalex.org/W4401900598","https://openalex.org/W4402193006","https://openalex.org/W4402440985","https://openalex.org/W4402686717","https://openalex.org/W4403214125","https://openalex.org/W4403287350","https://openalex.org/W4403353492","https://openalex.org/W4403391161","https://openalex.org/W4403687580","https://openalex.org/W4403878225","https://openalex.org/W4403919235","https://openalex.org/W4404059881"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-12-27T00:00:00"}
