{"id":"https://openalex.org/W4411521350","doi":"https://doi.org/10.1007/978-3-031-95838-0_38","title":"LLM-Enriched Finite-State Chatbots for Mental Health Support: A Case Study on Self-Help+","display_name":"LLM-Enriched Finite-State Chatbots for Mental Health Support: A Case Study on Self-Help+","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411521350","doi":"https://doi.org/10.1007/978-3-031-95838-0_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-95838-0_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-95838-0_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5039841940","display_name":"Leonardo Sanna","orcid":"https://orcid.org/0000-0003-3021-6606"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Leonardo Sanna","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3021-6606","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033714227","display_name":"Marco Bolpagni","orcid":"https://orcid.org/0000-0001-7789-2535"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Bolpagni","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy","University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7789-2535","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012724876","display_name":"Valentina Fietta","orcid":"https://orcid.org/0000-0001-8524-8432"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Fietta","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy","University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8524-8432","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Giorgia Gavioli","orcid":"https://orcid.org/0009-0004-8406-4171"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgia Gavioli","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy"],"raw_orcid":"https://orcid.org/0009-0004-8406-4171","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118582920","display_name":"Mattia Franzin","orcid":null},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mattia Franzin","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy"],"raw_orcid":"https://orcid.org/0009-0004-9949-1248","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069303169","display_name":"Mauro Dragoni","orcid":"https://orcid.org/0000-0003-0380-6571"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauro Dragoni","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0380-6571","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078229332","display_name":"Silvia Gabrielli","orcid":"https://orcid.org/0000-0002-7080-0615"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Gabrielli","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7080-0615","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039841940"],"corresponding_institution_ids":["https://openalex.org/I2277624104"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.9176,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95774648,"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":"386","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9998000264167786,"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":0.9998000264167786,"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/T13283","display_name":"Mental Health Research Topics","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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":0.953000009059906,"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/computer-science","display_name":"Computer science","score":0.7804074287414551},{"id":"https://openalex.org/keywords/mental-state","display_name":"Mental state","score":0.5816050171852112},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5173970460891724},{"id":"https://openalex.org/keywords/finite-state","display_name":"Finite state","score":0.4994392395019531},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.42040368914604187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35185742378234863},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.22886565327644348},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21235498785972595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15273016691207886},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.14286649227142334},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10224005579948425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804074287414551},{"id":"https://openalex.org/C2779429828","wikidata":"https://www.wikidata.org/wiki/Q3968640","display_name":"Mental state","level":2,"score":0.5816050171852112},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5173970460891724},{"id":"https://openalex.org/C2983497884","wikidata":"https://www.wikidata.org/wiki/Q176452","display_name":"Finite state","level":3,"score":0.4994392395019531},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.42040368914604187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35185742378234863},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.22886565327644348},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21235498785972595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15273016691207886},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.14286649227142334},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10224005579948425},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-95838-0_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-95838-0_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:www.research.unipd.it:11577/3555774","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-031-95838-0_38#citeas","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1482318206","https://openalex.org/W2092186644","https://openalex.org/W2158693921","https://openalex.org/W2521400234","https://openalex.org/W2582664174","https://openalex.org/W2623779865","https://openalex.org/W2801990151","https://openalex.org/W2895995041","https://openalex.org/W2945968761","https://openalex.org/W2948290265","https://openalex.org/W2977128309","https://openalex.org/W3127924821","https://openalex.org/W3178656551","https://openalex.org/W3187299524","https://openalex.org/W3187751556","https://openalex.org/W4200430973","https://openalex.org/W4200615999","https://openalex.org/W4206472915","https://openalex.org/W4214606152","https://openalex.org/W4214810114","https://openalex.org/W4378980837","https://openalex.org/W4386867830","https://openalex.org/W4388585881","https://openalex.org/W4390117412","https://openalex.org/W4391876619","https://openalex.org/W4400245821","https://openalex.org/W4401042136","https://openalex.org/W4402667158","https://openalex.org/W4402969304","https://openalex.org/W4404781233","https://openalex.org/W4404781959","https://openalex.org/W4408658796","https://openalex.org/W4411113537","https://openalex.org/W7072031407"],"related_works":["https://openalex.org/W3139055845","https://openalex.org/W3120669673","https://openalex.org/W2783805735","https://openalex.org/W4231300084","https://openalex.org/W4388441636","https://openalex.org/W3092423562","https://openalex.org/W2553158694","https://openalex.org/W2157875978","https://openalex.org/W2381149985","https://openalex.org/W4394168823"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}