{"id":"https://openalex.org/W4390671601","doi":"https://doi.org/10.1140/epjds/s13688-023-00445-y","title":"Public perception of generative AI on Twitter: an empirical study based on occupation and usage","display_name":"Public perception of generative AI on Twitter: an empirical study based on occupation and usage","publication_year":2024,"publication_date":"2024-01-08","ids":{"openalex":"https://openalex.org/W4390671601","doi":"https://doi.org/10.1140/epjds/s13688-023-00445-y"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-023-00445-y","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-023-00445-y","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00445-y","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00445-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015855466","display_name":"Kunihiro Miyazaki","orcid":"https://orcid.org/0000-0001-7800-8019"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kunihiro Miyazaki","raw_affiliation_strings":["Indiana University Bloomington, Bloomington, USA"],"raw_orcid":"https://orcid.org/0000-0001-7800-8019","affiliations":[{"raw_affiliation_string":"Indiana University Bloomington, Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008840028","display_name":"Taichi Murayama","orcid":"https://orcid.org/0000-0003-1148-711X"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Taichi Murayama","raw_affiliation_strings":["SANKEN, Osaka University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SANKEN, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088621577","display_name":"Takayuki Uchiba","orcid":"https://orcid.org/0000-0002-9944-1329"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takayuki Uchiba","raw_affiliation_strings":["Sugakubunka, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sugakubunka, Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084955495","display_name":"Jisun An","orcid":"https://orcid.org/0000-0002-4353-8009"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jisun An","raw_affiliation_strings":["Indiana University Bloomington, Bloomington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University Bloomington, Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061923992","display_name":"Haewoon Kwak","orcid":"https://orcid.org/0000-0003-1418-0834"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haewoon Kwak","raw_affiliation_strings":["Indiana University Bloomington, Bloomington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University Bloomington, Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015855466"],"corresponding_institution_ids":["https://openalex.org/I4210119109"],"apc_list":{"value":1790,"currency":"USD","value_usd":1790},"apc_paid":{"value":1790,"currency":"USD","value_usd":1790},"fwci":42.5908,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.99873828,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9919000267982483,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9919000267982483,"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"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.9208354949951172},{"id":"https://openalex.org/keywords/casual","display_name":"Casual","score":0.7898425459861755},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.7301068305969238},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5870794057846069},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.524642288684845},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.48040011525154114},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3911260962486267},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3807533383369446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.372717022895813},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.325403094291687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.320131778717041},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2737630009651184},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.20848813652992249},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.10201254487037659}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.9208354949951172},{"id":"https://openalex.org/C2781426162","wikidata":"https://www.wikidata.org/wiki/Q2275793","display_name":"Casual","level":2,"score":0.7898425459861755},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7301068305969238},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5870794057846069},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.524642288684845},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.48040011525154114},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3911260962486267},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3807533383369446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.372717022895813},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.325403094291687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.320131778717041},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2737630009651184},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.20848813652992249},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.10201254487037659},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1140/epjds/s13688-023-00445-y","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-023-00445-y","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00445-y","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9f3ad271090841e286abf860e6c2e743","is_oa":true,"landing_page_url":"https://doaj.org/article/9f3ad271090841e286abf860e6c2e743","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 13, Iss 1, Pp 1-20 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-023-00445-y","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-023-00445-y","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00445-y","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390671601.pdf","grobid_xml":"https://content.openalex.org/works/W4390671601.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1981229576","https://openalex.org/W2023468232","https://openalex.org/W2051037189","https://openalex.org/W2059659882","https://openalex.org/W2063609300","https://openalex.org/W2076959242","https://openalex.org/W2100794159","https://openalex.org/W2107590910","https://openalex.org/W2173744076","https://openalex.org/W2180166051","https://openalex.org/W2287774508","https://openalex.org/W2470906225","https://openalex.org/W2586856954","https://openalex.org/W2601243251","https://openalex.org/W2728907615","https://openalex.org/W2900641696","https://openalex.org/W2944277342","https://openalex.org/W2981381127","https://openalex.org/W2991532994","https://openalex.org/W3014935876","https://openalex.org/W3095319910","https://openalex.org/W3159104979","https://openalex.org/W3206703008","https://openalex.org/W4226381434","https://openalex.org/W4319332853","https://openalex.org/W4321351832","https://openalex.org/W4366425800","https://openalex.org/W4366817968","https://openalex.org/W4366989878","https://openalex.org/W4385331855","https://openalex.org/W4392454577","https://openalex.org/W4399848789","https://openalex.org/W6629048134","https://openalex.org/W6765806303"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W2280377497","https://openalex.org/W3174044702","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4283803360","https://openalex.org/W4317695495","https://openalex.org/W4387506531"],"abstract_inverted_index":{"Abstract":[0],"The":[1,86],"emergence":[2,160],"of":[3,47,121,161,171],"generative":[4,48,84,89],"AI":[5,49,90],"has":[6],"sparked":[7],"substantial":[8],"discussions,":[9],"with":[10,101,147],"the":[11,118,134,159,169],"potential":[12],"to":[13,26,31,58,104,115,144],"have":[14],"profound":[15],"impacts":[16],"on":[17,53,63,158],"society":[18],"in":[19,83,123,129,137],"all":[20],"aspects.":[21],"As":[22],"emerging":[23],"technologies":[24],"continue":[25],"advance,":[27],"it":[28],"is":[29,91],"imperative":[30],"facilitate":[32],"their":[33,64,96,102],"proper":[34],"integration":[35],"into":[36],"society,":[37],"managing":[38],"expectations":[39],"and":[40,66,94,132,164],"fear.":[41],"This":[42],"paper":[43],"investigates":[44],"users\u2019":[45],"perceptions":[46],"using":[50],"3M":[51],"posts":[52],"Twitter":[54],"from":[55],"January":[56],"2019":[57],"March":[59],"2023,":[60],"especially":[61],"focusing":[62],"occupation":[65],"usage.":[67],"We":[68],"find":[69],"that":[70],"people":[71],"across":[72],"various":[73],"occupations,":[74,107],"not":[75],"just":[76],"IT-related":[77],"ones,":[78],"show":[79,109],"a":[80],"strong":[81],"interest":[82],"AI.":[85,105,125],"sentiment":[87,112],"toward":[88],"generally":[92],"positive,":[93],"remarkably,":[95],"sentiments":[97],"are":[98],"positively":[99],"correlated":[100],"exposure":[103],"Among":[106],"illustrators":[108],"exceptionally":[110],"negative":[111],"mainly":[113],"due":[114],"concerns":[116],"about":[117],"unethical":[119],"usage":[120,136],"artworks":[122],"constructing":[124],"People":[126],"use":[127],"ChatGPT":[128,142],"diverse":[130],"ways,":[131],"notably":[133],"casual":[135],"which":[138],"they":[139],"\u201cplay":[140],"with\u201d":[141],"tends":[143],"be":[145],"associated":[146],"positive":[148],"sentiments.":[149],"These":[150],"findings":[151],"would":[152],"offer":[153],"valuable":[154],"lessons":[155],"for":[156,168],"policymaking":[157],"new":[162],"technology":[163],"also":[165],"empirical":[166],"insights":[167],"considerations":[170],"future":[172],"human-AI":[173],"symbiosis.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}