{"id":"https://openalex.org/W7117982480","doi":"https://doi.org/10.1145/3765766.3765805","title":"An Algorithm to Generate Menu-Based Chatbot Dialogue Scenarios Based On Hierarchical Clustering","display_name":"An Algorithm to Generate Menu-Based Chatbot Dialogue Scenarios Based On Hierarchical Clustering","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W7117982480","doi":"https://doi.org/10.1145/3765766.3765805"},"language":null,"primary_location":{"id":"doi:10.1145/3765766.3765805","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765805","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 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3765766.3765805","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047116643","display_name":"Akira Kashihara","orcid":"https://orcid.org/0009-0008-0232-7396"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Akira Kashihara","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Ibaraki, Japan"],"raw_orcid":"https://orcid.org/0009-0008-0232-7396","affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112064680","display_name":"FUKUKO HASEGAWA","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fukuko Hasegawa","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Ibaraki, Japan"],"raw_orcid":"https://orcid.org/0009-0001-0813-9643","affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121757842","display_name":"Maki Miyanishi","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maki Miyanishi","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Ibaraki, Japan"],"raw_orcid":"https://orcid.org/0009-0005-9952-1520","affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000996059","display_name":"Rina Horiguchi","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Rina Horiguchi","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Ibaraki, Japan"],"raw_orcid":"https://orcid.org/0009-0001-9792-0780","affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121777358","display_name":"Minami Watanabe","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Minami Watanabe","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Ibaraki, Japan"],"raw_orcid":"https://orcid.org/0009-0007-9137-1278","affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024771124","display_name":"Ginga Sasaki","orcid":"https://orcid.org/0000-0002-1099-4438"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ginga Sasaki","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Ibaraki, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1099-4438","affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047116643"],"corresponding_institution_ids":["https://openalex.org/I146399215"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.81233848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"350","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.5317999720573425,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.5317999720573425,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.0689999982714653,"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/T12031","display_name":"Speech and dialogue systems","score":0.05909999832510948,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.8212000131607056},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6385999917984009},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.49880000948905945},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4925999939441681}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8212000131607056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7573999762535095},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6385999917984009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5192999839782715},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.49880000948905945},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4925999939441681},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39969998598098755},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3125999867916107},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2720000147819519},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.262800008058548}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3765766.3765805","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765805","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 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3765766.3765805","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765805","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 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5468647480010986,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3176281181","https://openalex.org/W4318710382","https://openalex.org/W4384561707","https://openalex.org/W4394929444"],"related_works":[],"abstract_inverted_index":{"Research":[0],"on":[1,91],"the":[2,55,102],"use":[3],"of":[4,104,114],"generative":[5],"AI":[6],"in":[7,29,116],"chatbots":[8,44,89],"that":[9,30,38,63],"provide":[10],"treatment":[11],"and":[12,71,107,109],"support":[13],"for":[14,57,67,87],"people":[15],"with":[16],"mental":[17],"health":[18],"issues":[19],"has":[20],"been":[21],"attracting":[22],"attention.":[23],"However,":[24],"there":[25],"is":[26,32,52,65],"a":[27,95,111],"challenge":[28],"it":[31,64,100],"often":[33],"difficult":[34,66],"to":[35,69,82],"generate":[36,84],"prompts":[37],"yield":[39],"approproate":[40],"information.":[41],"Therefore,":[42],"menu-based":[43,88],"are":[45,60],"considered":[46],"effective,":[47],"but":[48],"their":[49],"practical":[50],"application":[51],"challenging":[53],"because":[54],"rules":[56],"dialogue":[58,85],"scenarios":[59,86],"so":[61],"extensive":[62],"humans":[68],"create":[70],"edit":[72],"them":[73,115],"manually.":[74],"In":[75],"this":[76,117],"study,":[77],"we":[78],"propose":[79],"an":[80],"algorithm":[81],"automatically":[83],"based":[90],"hierarchical":[92],"clustering":[93],"from":[94,101],"knowledge":[96],"database.":[97],"We":[98],"evaluated":[99],"perspectives":[103],"disability":[105],"science":[106],"reproducibility":[108],"confirmed":[110],"certain":[112],"degree":[113],"algorithm.":[118]},"counts_by_year":[],"updated_date":"2026-01-03T23:08:47.215875","created_date":"2026-01-02T00:00:00"}
