{"id":"https://openalex.org/W4387421582","doi":"https://doi.org/10.1145/3577190.3614132","title":"Computational analyses of linguistic features with schizophrenic and autistic traits along with formal thought disorders","display_name":"Computational analyses of linguistic features with schizophrenic and autistic traits along with formal thought disorders","publication_year":2023,"publication_date":"2023-10-07","ids":{"openalex":"https://openalex.org/W4387421582","doi":"https://doi.org/10.1145/3577190.3614132"},"language":"en","primary_location":{"id":"doi:10.1145/3577190.3614132","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3577190.3614132","pdf_url":null,"source":{"id":"https://openalex.org/S4363608440","display_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2310.09494","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031228392","display_name":"Takeshi Saga","orcid":"https://orcid.org/0009-0003-7824-5016"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Saga","raw_affiliation_strings":["Nara Institute of Science and Technology, Japan"],"raw_orcid":"https://orcid.org/0009-0003-7824-5016","affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043099974","display_name":"Hiroki Tanaka","orcid":"https://orcid.org/0000-0002-0548-6252"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroki Tanaka","raw_affiliation_strings":["Nara Institute of Science and Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0548-6252","affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020994673","display_name":"Satoshi Nakamura","orcid":"https://orcid.org/0000-0001-6956-3803"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Satoshi Nakamura","raw_affiliation_strings":["Nara Institute of Science and Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6956-3803","affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Japan","institution_ids":["https://openalex.org/I75917431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I75917431"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11093","display_name":"Personality Disorders and Psychopathology","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11123","display_name":"Obsessive-Compulsive Spectrum Disorders","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/psychology","display_name":"Psychology","score":0.700806200504303},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.5674759745597839},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.5208257436752319},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.472983717918396},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.44309747219085693},{"id":"https://openalex.org/keywords/schizotypal-personality-disorder","display_name":"Schizotypal personality disorder","score":0.4301188290119171},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3776401877403259},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.3759993314743042},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3693368434906006},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.34312695264816284},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.22583135962486267},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11802953481674194}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.700806200504303},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.5674759745597839},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.5208257436752319},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.472983717918396},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.44309747219085693},{"id":"https://openalex.org/C2781350904","wikidata":"https://www.wikidata.org/wiki/Q861560","display_name":"Schizotypal personality disorder","level":3,"score":0.4301188290119171},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3776401877403259},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3759993314743042},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3693368434906006},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.34312695264816284},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.22583135962486267},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11802953481674194}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3577190.3614132","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3577190.3614132","pdf_url":null,"source":{"id":"https://openalex.org/S4363608440","display_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2310.09494","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.09494","pdf_url":"https://arxiv.org/pdf/2310.09494","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":"pmh:oai:arXiv.org:2310.09494","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.09494","pdf_url":"https://arxiv.org/pdf/2310.09494","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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G1057016779","display_name":"Quantitative measurement of formal thought disorder using natural language processing","funder_award_id":"23KJ1586","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G1909282687","display_name":"Building Rapport in Social Communication Training Systems for Autism Spectrum Disorders","funder_award_id":"22K12151","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G877611439","display_name":null,"funder_award_id":"JPMJCR19A5","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387421582.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1193670752","https://openalex.org/W1582157917","https://openalex.org/W1969987452","https://openalex.org/W2016419549","https://openalex.org/W2048529682","https://openalex.org/W2055866867","https://openalex.org/W2063804394","https://openalex.org/W2091298722","https://openalex.org/W2107642085","https://openalex.org/W2131267885","https://openalex.org/W2143890359","https://openalex.org/W2149641974","https://openalex.org/W2162090451","https://openalex.org/W2326828455","https://openalex.org/W2489406233","https://openalex.org/W2533571563","https://openalex.org/W2563325425","https://openalex.org/W2604132829","https://openalex.org/W2801957088","https://openalex.org/W2802065111","https://openalex.org/W2805776928","https://openalex.org/W2974550657","https://openalex.org/W3033021464","https://openalex.org/W3119607864","https://openalex.org/W3138910660","https://openalex.org/W3161283304","https://openalex.org/W4220724736","https://openalex.org/W4221067850","https://openalex.org/W4235588077","https://openalex.org/W4286436621","https://openalex.org/W4311000453","https://openalex.org/W4391156274"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W4402326599","https://openalex.org/W1995350144","https://openalex.org/W2082102603","https://openalex.org/W2166141227","https://openalex.org/W3133980636","https://openalex.org/W4378085486","https://openalex.org/W2094331328"],"abstract_inverted_index":{"Formal":[0],"Thought":[1],"Disorder":[2,34,43],"(FTD),":[3],"which":[4],"is":[5,23,143],"a":[6,70,83,283],"group":[7],"of":[8,55,98,156,161,201,209,233,247,289],"symptoms":[9,57,226],"in":[10,269,279,298],"cognition":[11],"that":[12,175,220,285],"affects":[13],"language":[14,92],"and":[15,38,58,80,104,137,189,250,254,273,291,295],"thought,":[16],"can":[17,301],"be":[18,302],"observed":[19],"through":[20,82,129],"language.":[21],"FTD":[22,120,150,162,171,210,225],"seen":[24],"across":[25],"such":[26,56],"developmental":[27],"or":[28,36],"psychiatric":[29],"disorders":[30],"as":[31,227],"Autism":[32],"Spectrum":[33],"(ASD)":[35],"Schizophrenia,":[37],"its":[39],"related":[40,77],"Schizotypal":[41,106],"Personality":[42,107],"(SPD).":[44],"Researchers":[45],"have":[46],"worked":[47],"on":[48],"computational":[49],"analyses":[50],"for":[51,169,257],"the":[52,87,95,99,105,119,124,144,154,159,186,202,207,213,228,245,252,270,280,287],"early":[53],"detection":[54],"to":[59,78,117,148],"develop":[60],"better":[61],"treatments":[62],"more":[63,224],"than":[64],"40":[65],"years.":[66],"This":[67],"paper":[68,300],"collected":[69],"Japanese":[71],"audio-report":[72],"dataset":[73],"with":[74,94,184],"score":[75,131,230],"labels":[76],"ASD":[79],"SPD":[81],"crowd-sourcing":[84],"service":[85],"from":[86,115,239],"general":[88],"population.":[89],"We":[90,122,173],"measured":[91],"characteristics":[93],"2nd":[96],"edition":[97],"Social":[100],"Responsiveness":[101],"Scale":[102],"(SRS2)":[103],"Questionnaire":[108],"(SPQ),":[109],"including":[110],"an":[111,176,234],"odd":[112,179,237,259],"speech":[113,157,222,238,260],"subscale":[114,236],"SPQ":[116,188,281],"quantize":[118],"symptoms.":[121,293],"investigated":[123],"following":[125],"four":[126],"research":[127],"questions":[128],"machine-learning-based":[130],"predictions:":[132],"(RQ1)":[133],"How":[134],"are":[135,167],"schizotypal":[136],"autistic":[138],"measures":[139],"correlated?":[140],"(RQ2)":[141],"What":[142],"most":[145,214],"suitable":[146],"task":[147],"elicit":[149],"symptoms?":[151,163,172],"(RQ3)":[152],"Does":[153],"length":[155],"affect":[158],"elicitation":[160,211],"(RQ4)":[164],"Which":[165],"features":[166,256,265],"critical":[168],"capturing":[170],"confirmed":[174,219,244],"FTD-related":[177,235,258],"subscale,":[178],"speech,":[180],"was":[181],"significantly":[182],"correlated":[183,197],"both":[185,251],"total":[187],"SRS":[190,271],"scores,":[191],"although":[192],"they":[193],"themselves":[194],"were":[195,266,276],"not":[196],"significantly.":[198],"In":[199,262],"terms":[200],"tasks,":[203],"our":[204],"result":[205,284],"identified":[206],"effectiveness":[208],"by":[212],"negative":[215],"memory.":[216],"Furthermore,":[217],"we":[218],"longer":[221],"elicited":[223],"increased":[229],"prediction":[231],"performance":[232],"SPQ.":[240],"Our":[241],"ablation":[242],"study":[243],"importance":[246],"function":[248],"words":[249,275],"abstract":[253],"temporal":[255],"estimation.":[261],"contrast,":[263],"embedding-based":[264],"effective":[267,277],"only":[268,278],"predictions,":[272,282],"content":[274],"implies":[286],"differences":[288],"SPD-like":[290],"ASD-like":[292],"Data":[294],"programs":[296],"used":[297],"this":[299],"found":[303],"here:":[304],"https://sites.google.com/view/sagatake/resource.":[305]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2023-10-08T00:00:00"}
