{"id":"https://openalex.org/W4392011662","doi":"https://doi.org/10.1145/3613904.3642420","title":"Understanding the Impact of Long-Term Memory on Self-Disclosure with Large Language Model-Driven Chatbots for Public Health Intervention","display_name":"Understanding the Impact of Long-Term Memory on Self-Disclosure with Large Language Model-Driven Chatbots for Public Health Intervention","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4392011662","doi":"https://doi.org/10.1145/3613904.3642420"},"language":"en","primary_location":{"id":"doi:10.1145/3613904.3642420","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642420","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642420","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 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642420","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015228589","display_name":"Eunkyung Jo","orcid":"https://orcid.org/0000-0002-6494-3396"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eunkyung Jo","raw_affiliation_strings":["University of California, United States"],"raw_orcid":"https://orcid.org/0000-0002-6494-3396","affiliations":[{"raw_affiliation_string":"University of California, United States","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023023629","display_name":"Yuin Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I4405260609","display_name":"NAVER Cloud (South Korea)","ror":"https://ror.org/041051y78","country_code":"KR","type":"company","lineage":["https://openalex.org/I4405260609","https://openalex.org/I60922564"]},{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yuin Jeong","raw_affiliation_strings":["NAVER Cloud, Korea, Republic of"],"raw_orcid":"https://orcid.org/0009-0007-0138-1756","affiliations":[{"raw_affiliation_string":"NAVER Cloud, Korea, Republic of","institution_ids":["https://openalex.org/I4405260609","https://openalex.org/I60922564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060984251","display_name":"SoHyun Park","orcid":"https://orcid.org/0000-0001-8703-0584"},"institutions":[{"id":"https://openalex.org/I4405260609","display_name":"NAVER Cloud (South Korea)","ror":"https://ror.org/041051y78","country_code":"KR","type":"company","lineage":["https://openalex.org/I4405260609","https://openalex.org/I60922564"]},{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sohyun Park","raw_affiliation_strings":["NAVER Cloud, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0001-8703-0584","affiliations":[{"raw_affiliation_string":"NAVER Cloud, Korea, Republic of","institution_ids":["https://openalex.org/I4405260609","https://openalex.org/I60922564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088906729","display_name":"Daniel A. Epstein","orcid":"https://orcid.org/0000-0002-2657-6345"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel A. Epstein","raw_affiliation_strings":["Informatics, University of California, United States"],"raw_orcid":"https://orcid.org/0000-0002-2657-6345","affiliations":[{"raw_affiliation_string":"Informatics, University of California, United States","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062848438","display_name":"Young\u2010Ho Kim","orcid":"https://orcid.org/0000-0002-2681-2774"},"institutions":[{"id":"https://openalex.org/I4405260609","display_name":"NAVER Cloud (South Korea)","ror":"https://ror.org/041051y78","country_code":"KR","type":"company","lineage":["https://openalex.org/I4405260609","https://openalex.org/I60922564"]},{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-Ho Kim","raw_affiliation_strings":["NAVER AI Lab, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0002-2681-2774","affiliations":[{"raw_affiliation_string":"NAVER AI Lab, Korea, Republic of","institution_ids":["https://openalex.org/I4405260609","https://openalex.org/I60922564"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":65,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9972000122070312,"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/T10355","display_name":"Impact of Technology on Adolescents","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.6735010743141174},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5862078070640564},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.47160181403160095},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.43097764253616333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4215439260005951},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41641050577163696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19721108675003052},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18403831124305725},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.133327454328537},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.12032210826873779}],"concepts":[{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6735010743141174},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5862078070640564},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.47160181403160095},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.43097764253616333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4215439260005951},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41641050577163696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19721108675003052},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18403831124305725},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.133327454328537},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.12032210826873779},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3613904.3642420","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642420","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642420","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 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2402.11353","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.11353","pdf_url":"https://arxiv.org/pdf/2402.11353","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3613904.3642420","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642420","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642420","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 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6100000143051147,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2166662741","display_name":"CAREER: HCC: Advancing Personal Wellbeing through Everyday Meaningful Self-Tracking Experiences","funder_award_id":"2237389","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4108676629","display_name":null,"funder_award_id":"IIS-2237389","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392011662.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1948329423","https://openalex.org/W1979290264","https://openalex.org/W2003153457","https://openalex.org/W2003659858","https://openalex.org/W2023478835","https://openalex.org/W2070571345","https://openalex.org/W2099386544","https://openalex.org/W2136148395","https://openalex.org/W2143654742","https://openalex.org/W2508145593","https://openalex.org/W2594501308","https://openalex.org/W2615683595","https://openalex.org/W2623779865","https://openalex.org/W2755801862","https://openalex.org/W2762448255","https://openalex.org/W2763552934","https://openalex.org/W2795758037","https://openalex.org/W2897690397","https://openalex.org/W2898898463","https://openalex.org/W2898927616","https://openalex.org/W2899225656","https://openalex.org/W2914084521","https://openalex.org/W2914320791","https://openalex.org/W2931170159","https://openalex.org/W2939803556","https://openalex.org/W2941540847","https://openalex.org/W2942103387","https://openalex.org/W2985719233","https://openalex.org/W3029922759","https://openalex.org/W3031532441","https://openalex.org/W3112188842","https://openalex.org/W3160458345","https://openalex.org/W3161117915","https://openalex.org/W3162643724","https://openalex.org/W3163773730","https://openalex.org/W3174098556","https://openalex.org/W3183473388","https://openalex.org/W4224308101","https://openalex.org/W4225087472","https://openalex.org/W4226278401","https://openalex.org/W4230341108","https://openalex.org/W4249302736","https://openalex.org/W4295955098","https://openalex.org/W4307680790","https://openalex.org/W4309617721","https://openalex.org/W4366591012","https://openalex.org/W4366596349","https://openalex.org/W4387344747","https://openalex.org/W4396219010","https://openalex.org/W6922664411"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W2330575325","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246"],"abstract_inverted_index":{"Recent":[0],"large":[1],"language":[2],"models":[3],"(LLMs)":[4],"offer":[5],"the":[6,23,65,74,97],"potential":[7],"to":[8,40,140],"support":[9],"public":[10,60,131,146],"health":[11,15,61,90,116,132,147],"monitoring":[12],"by":[13,99],"facilitating":[14],"disclosure":[16,91],"through":[17,110],"open-ended":[18],"conversations":[19],"but":[20,45],"rarely":[21],"preserve":[22],"knowledge":[24],"gained":[25],"about":[26],"individuals":[27],"across":[28],"repeated":[29],"interactions.":[30],"Augmenting":[31],"LLMs":[32],"with":[33,56,72,82],"long-term":[34],"memory":[35],"(LTM)":[36],"presents":[37],"an":[38,48],"opportunity":[39],"improve":[41],"engagement":[42],"and":[43,80,92,118],"self-disclosure,":[44],"we":[46,103],"lack":[47],"understanding":[49],"of":[50,67,76,96,145],"how":[51],"LTM":[52,88,125],"impacts":[53],"people\u2019s":[54],"interaction":[55],"LLM-driven":[57,69,128],"chatbots":[58,129],"in":[59,107,127,143],"interventions.":[62],"We":[63,85,121],"examine":[64],"case":[66],"CareCall\u2014an":[68],"voice":[70],"chatbot":[71,98],"LTM\u2014through":[73],"analysis":[75],"1,252":[77],"call":[78],"logs":[79],"interviews":[81],"nine":[83],"users.":[84],"found":[86],"that":[87],"enhanced":[89],"fostered":[93],"positive":[94],"perceptions":[95],"offering":[100],"familiarity.":[101],"However,":[102],"also":[104],"observed":[105],"challenges":[106],"promoting":[108],"self-disclosure":[109],"LTM,":[111],"particularly":[112],"around":[113],"addressing":[114],"chronic":[115],"conditions":[117],"privacy":[119],"concerns.":[120],"discuss":[122],"considerations":[123],"for":[124,130],"integration":[126],"monitoring,":[133],"including":[134],"carefully":[135],"deciding":[136],"what":[137],"topics":[138],"need":[139],"be":[141],"remembered":[142],"light":[144],"goals.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":23},{"year":2025,"cited_by_count":38},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}