{"id":"https://openalex.org/W4400611416","doi":"https://doi.org/10.1145/3652988.3673932","title":"Virtual Agents for Alcohol Use Counseling: Exploring LLM-Powered Motivational Interviewing","display_name":"Virtual Agents for Alcohol Use Counseling: Exploring LLM-Powered Motivational Interviewing","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4400611416","doi":"https://doi.org/10.1145/3652988.3673932"},"language":"en","primary_location":{"id":"doi:10.1145/3652988.3673932","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652988.3673932","pdf_url":null,"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 ACM International Conference on Intelligent Virtual Agents","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3652988.3673932","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040270827","display_name":"Ian Steenstra","orcid":"https://orcid.org/0000-0002-2514-3302"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ian Steenstra","raw_affiliation_strings":["Northeastern University, USA","Northeastern University Boston, MA"],"raw_orcid":"https://orcid.org/0000-0002-2514-3302","affiliations":[{"raw_affiliation_string":"Northeastern University, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097633215","display_name":"Farnaz Nouraei","orcid":"https://orcid.org/0000-0002-0406-4410"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farnaz Nouraei","raw_affiliation_strings":["Northeastern University, USA","Northeastern University Boston, MA"],"raw_orcid":"https://orcid.org/0000-0002-0406-4410","affiliations":[{"raw_affiliation_string":"Northeastern University, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005108319","display_name":"Mehdi Arjmand","orcid":"https://orcid.org/0000-0001-5701-8939"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehdi Arjmand","raw_affiliation_strings":["Northeastern University, USA","Northeastern University Boston, MA"],"raw_orcid":"https://orcid.org/0000-0001-5701-8939","affiliations":[{"raw_affiliation_string":"Northeastern University, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005469838","display_name":"Timothy Bickmore","orcid":"https://orcid.org/0000-0002-2676-9788"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Bickmore","raw_affiliation_strings":["Northeastern University, USA","Northeastern University Boston, MA"],"raw_orcid":"https://orcid.org/0000-0002-2676-9788","affiliations":[{"raw_affiliation_string":"Northeastern University, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040270827"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":14.167,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.99292611,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9409999847412109,"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":0.9409999847412109,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/motivational-interviewing","display_name":"Motivational interviewing","score":0.9085941314697266},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.5170643925666809},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.4704398512840271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46321019530296326},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41100630164146423},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3948652446269989},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34171098470687866},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24267801642417908},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.2176569700241089},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.10555469989776611}],"concepts":[{"id":"https://openalex.org/C2777016617","wikidata":"https://www.wikidata.org/wiki/Q1759158","display_name":"Motivational interviewing","level":3,"score":0.9085941314697266},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.5170643925666809},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4704398512840271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46321019530296326},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41100630164146423},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3948652446269989},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34171098470687866},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24267801642417908},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.2176569700241089},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10555469989776611}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3652988.3673932","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652988.3673932","pdf_url":null,"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 ACM International Conference on Intelligent Virtual Agents","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2407.08095","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.08095","pdf_url":"https://arxiv.org/pdf/2407.08095","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3652988.3673932","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652988.3673932","pdf_url":null,"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 ACM International Conference on Intelligent Virtual Agents","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1532771058","https://openalex.org/W1921786749","https://openalex.org/W2042170119","https://openalex.org/W2078314274","https://openalex.org/W2079909370","https://openalex.org/W2091881664","https://openalex.org/W2109636054","https://openalex.org/W2160264863","https://openalex.org/W2167702024","https://openalex.org/W2168985324","https://openalex.org/W2184155438","https://openalex.org/W2271992345","https://openalex.org/W2563154651","https://openalex.org/W2583612518","https://openalex.org/W2612630960","https://openalex.org/W2765358983","https://openalex.org/W2911776943","https://openalex.org/W2913756371","https://openalex.org/W3111016868","https://openalex.org/W3126938010","https://openalex.org/W3202051274","https://openalex.org/W4211200474","https://openalex.org/W4220766556","https://openalex.org/W4224928124","https://openalex.org/W4242282959","https://openalex.org/W4367310920","https://openalex.org/W4372287512","https://openalex.org/W4385376818","https://openalex.org/W4385891729","https://openalex.org/W4390094937","https://openalex.org/W4399901197"],"related_works":["https://openalex.org/W2128541546","https://openalex.org/W2041747241","https://openalex.org/W1977551975","https://openalex.org/W2943032816","https://openalex.org/W1992320422","https://openalex.org/W1981216309","https://openalex.org/W4234988227","https://openalex.org/W2075849703","https://openalex.org/W4365505225","https://openalex.org/W2905840958"],"abstract_inverted_index":{"We":[0,71],"introduce":[1],"a":[2,12,39,62,80,110],"novel":[3],"application":[4],"of":[5,16,75,82,126],"large":[6],"language":[7],"models":[8],"(LLMs)":[9],"in":[10,52,114],"developing":[11],"virtual":[13,36,64,77,99,115],"counselor":[14,91],"capable":[15],"conducting":[17],"motivational":[18],"interviewing":[19],"(MI)":[20],"for":[21,32],"alcohol":[22],"use":[23],"counseling.":[24],"Access":[25],"to":[26,46,66],"effective":[27],"counseling":[28,117],"remains":[29],"limited,":[30],"particularly":[31],"substance":[33],"abuse,":[34],"and":[35,59,89,105,118,124],"agents":[37],"offer":[38],"promising":[40],"solution":[41],"by":[42],"leveraging":[43],"LLM":[44],"capabilities":[45],"simulate":[47],"nuanced":[48],"communication":[49],"techniques":[50,88],"inherent":[51],"MI.":[53],"Our":[54],"approach":[55],"combines":[56],"prompt":[57],"engineering":[58],"integration":[60],"into":[61,121],"user-friendly":[63],"platform":[65],"facilitate":[67],"realistic,":[68],"empathetic":[69,104],"interactions.":[70,129],"evaluate":[72],"the":[73,122],"effectiveness":[74],"our":[76,97],"agent":[78,100],"through":[79],"series":[81],"studies":[83],"focusing":[84],"on":[85],"replicating":[86],"MI":[87],"human":[90,102],"dialog.":[92],"Initial":[93],"findings":[94],"suggest":[95],"that":[96],"LLM-powered":[98],"matches":[101],"counselors\u2019":[103],"adaptive":[106],"conversational":[107],"skills,":[108],"presenting":[109],"significant":[111],"step":[112],"forward":[113],"health":[116],"providing":[119],"insights":[120],"design":[123],"implementation":[125],"LLM-based":[127],"therapeutic":[128]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-01T08:46:32.239190","created_date":"2025-10-10T00:00:00"}
