{"id":"https://openalex.org/W4380302137","doi":"https://doi.org/10.1609/icwsm.v17i1.22181","title":"On the Relation between Opinion Change and Information Consumption on Reddit","display_name":"On the Relation between Opinion Change and Information Consumption on Reddit","publication_year":2023,"publication_date":"2023-06-02","ids":{"openalex":"https://openalex.org/W4380302137","doi":"https://doi.org/10.1609/icwsm.v17i1.22181"},"language":"en","primary_location":{"id":"doi:10.1609/icwsm.v17i1.22181","doi":"https://doi.org/10.1609/icwsm.v17i1.22181","is_oa":true,"landing_page_url":"https://doi.org/10.1609/icwsm.v17i1.22181","pdf_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/22181/21960","source":{"id":"https://openalex.org/S4387284482","display_name":"Proceedings of the International AAAI Conference on Web and Social Media","issn_l":"2162-3449","issn":["2162-3449","2334-0770"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International AAAI Conference on Web and Social Media","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/22181/21960","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072676231","display_name":"Flavio Petruzzellis","orcid":"https://orcid.org/0009-0001-1704-0944","observed_orcids":["https://orcid.org/0009-0001-1704-0944"]},"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Flavio Petruzzellis","raw_affiliation_strings":["Universit\u00e0 degli Studi di Padova"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Padova","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022272025","display_name":"Francesco Bonchi","orcid":"https://orcid.org/0000-0001-9464-8315","observed_orcids":["https://orcid.org/0000-0001-9464-8315"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francesco Bonchi","raw_affiliation_strings":["CENTAI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CENTAI","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041680508","display_name":"Gianmarco De Francisci Morales","orcid":"https://orcid.org/0000-0002-2415-494X","observed_orcids":["https://orcid.org/0000-0002-2415-494X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gianmarco De Francisci Morales","raw_affiliation_strings":["CENTAI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CENTAI","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002012048","display_name":"Corrado Monti","orcid":"https://orcid.org/0000-0001-6846-5718","observed_orcids":["https://orcid.org/0000-0001-6846-5718"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Corrado Monti","raw_affiliation_strings":["CENTAI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CENTAI","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.5649,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98160821,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":null,"first_page":"710","last_page":"719"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.5346999764442444,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10557","display_name":"Social Media and Politics","score":0.5346999764442444,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.42899999022483826,"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/T13718","display_name":"Media Influence and Politics","score":0.009100000374019146,"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/opinion-change","display_name":"opinion change","score":0.9990000128746033},{"id":"https://openalex.org/keywords/information-consumption","display_name":"information consumption","score":0.9570000171661377},{"id":"https://openalex.org/keywords/reddit","display_name":"Reddit","score":0.9399999976158142},{"id":"https://openalex.org/keywords/online-communities","display_name":"online communities","score":0.6069999933242798},{"id":"https://openalex.org/keywords/community-engagement","display_name":"community participation","score":0.6380000114440918}],"concepts":[{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6045339107513428},{"id":"https://openalex.org/C139268390","wikidata":"https://www.wikidata.org/wiki/Q1850904","display_name":"Opinion leadership","level":2,"score":0.5616611838340759},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5464963912963867},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.5120540261268616},{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.45687001943588257},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.44040462374687195},{"id":"https://openalex.org/C2777710495","wikidata":"https://www.wikidata.org/wiki/Q5527195","display_name":"Gateway (web page)","level":2,"score":0.43916285037994385},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.408054918050766},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.40291741490364075},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.36592036485671997},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.358220636844635},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.35603460669517517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23433256149291992},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1628780961036682},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.1590602993965149},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.15318560600280762},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.14424818754196167},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1609/icwsm.v17i1.22181","doi":"https://doi.org/10.1609/icwsm.v17i1.22181","is_oa":true,"landing_page_url":"https://doi.org/10.1609/icwsm.v17i1.22181","pdf_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/22181/21960","source":{"id":"https://openalex.org/S4387284482","display_name":"Proceedings of the International AAAI Conference on Web and Social Media","issn_l":"2162-3449","issn":["2162-3449","2334-0770"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International AAAI Conference on Web and Social Media","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2207.12196","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.12196","pdf_url":"https://arxiv.org/pdf/2207.12196","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:www.research.unipd.it:11577/3500914","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11577/3500914","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,"listed_in":[],"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"},{"id":"doi:10.48550/arxiv.2207.12196","doi":"https://doi.org/10.48550/arxiv.2207.12196","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2207.12196","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1609/icwsm.v17i1.22181","doi":"https://doi.org/10.1609/icwsm.v17i1.22181","is_oa":true,"landing_page_url":"https://doi.org/10.1609/icwsm.v17i1.22181","pdf_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/22181/21960","source":{"id":"https://openalex.org/S4387284482","display_name":"Proceedings of the International AAAI Conference on Web and Social Media","issn_l":"2162-3449","issn":["2162-3449","2334-0770"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International AAAI Conference on Web and Social Media","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380302137.pdf","grobid_xml":"https://content.openalex.org/works/W4380302137.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1998692453","https://openalex.org/W2001445438","https://openalex.org/W2027514326","https://openalex.org/W2083689991","https://openalex.org/W2101234009","https://openalex.org/W2111900853","https://openalex.org/W2114747139","https://openalex.org/W2154540931","https://openalex.org/W2183860860","https://openalex.org/W2271245358","https://openalex.org/W2622596386","https://openalex.org/W2759820691","https://openalex.org/W2765195368","https://openalex.org/W2781670047","https://openalex.org/W2791160754","https://openalex.org/W2883808588","https://openalex.org/W2889966143","https://openalex.org/W2914088878","https://openalex.org/W2914217868","https://openalex.org/W2922254225","https://openalex.org/W2986027156","https://openalex.org/W3002330681","https://openalex.org/W3004241832","https://openalex.org/W3009600231","https://openalex.org/W3023930752","https://openalex.org/W3033852295","https://openalex.org/W3100111242","https://openalex.org/W3122435850","https://openalex.org/W3127024247","https://openalex.org/W3133423348","https://openalex.org/W3154400442","https://openalex.org/W3155962341","https://openalex.org/W3161628118","https://openalex.org/W3168689646","https://openalex.org/W4225153293","https://openalex.org/W4307566460","https://openalex.org/W4313072009","https://openalex.org/W4380302096","https://openalex.org/W6686189826"],"related_works":["https://openalex.org/W4411120924","https://openalex.org/W2898469845","https://openalex.org/W2955899026","https://openalex.org/W4280529436","https://openalex.org/W4411120709","https://openalex.org/W7048755662","https://openalex.org/W4307566460","https://openalex.org/W4415246498","https://openalex.org/W3124462780","https://openalex.org/W4313072009"],"abstract_inverted_index":{"While":[0],"much":[1],"attention":[2],"has":[3],"been":[4],"devoted":[5],"to":[6,34,41,72,91,209],"the":[7,35,70,121,136,146,150,172],"causes":[8],"of":[9,50,75,100,125,149,158,174,185],"opinion":[10,65,85,154,193],"change,":[11,66],"little":[12],"is":[13,105,156],"known":[14],"about":[15],"its":[16],"consequences.":[17],"Our":[18,187],"study":[19],"moves":[20],"a":[21,38,47,63,73,97,106,118,166,190,206,211],"first":[22,207],"step":[23],"in":[24,32,55,96,117,123,213],"this":[25,175],"direction":[26],"by":[27,67],"looking":[28,68],"at":[29,69],"Reddit,":[30],"and":[31,120,195,198],"particular":[33],"subreddit":[36],"r/ChangeMyView,":[37],"community":[39,119],"dedicated":[40],"debating":[42],"one\u2019s":[43,214],"own":[44],"opinions":[45],"on":[46,171],"wide":[48],"array":[49],"topics.":[51],"We":[52,78],"analyze":[53],"changes":[54],"online":[56,201],"information":[57,196],"consumption":[58],"behavior":[59],"that":[60,80],"arise":[61],"after":[62],"self-reported":[64],"participation":[71,95],"set":[74],"sociopolitical":[76,215],"communities.":[77,102,143],"find":[79],"people":[81],"who":[82],"self-report":[83],"an":[84,182],"change":[86,92,155,194],"are":[87],"significantly":[88],"more":[89],"likely":[90],"their":[93],"future":[94],"specific":[98],"subset":[99],"those":[101],"Specifically,":[103],"there":[104],"significant":[107],"association":[108],"(Pearson":[109,130],"r":[110,131],"=":[111,132],"0.46)":[112],"between":[113,192],"using":[114],"propaganda-like":[115],"language":[116],"increase":[122],"chances":[124],"leaving":[126],"it.":[127],"Comparable":[128],"results":[129,188],"0.39)":[133],"hold":[134],"for":[135],"opposite":[137],"direction,":[138],"i.e.,":[139],"joining":[140],"these":[141,179],"same":[142],"In":[144],"addition,":[145],"textual":[147],"content":[148],"post":[151,176],"associated":[152],"with":[153,181],"indicative":[157],"which":[159],"communities":[160,180,203],"will":[161],"be":[162],"joined":[163],"or":[164],"left:":[165],"predictive":[167],"model":[168],"based":[169],"only":[170],"text":[173],"can":[177],"pinpoint":[178],"average":[183],"precision@5":[184],"0.20.":[186],"establish":[189],"link":[191],"consumption,":[197],"highlight":[199],"how":[200],"propagandistic":[202],"act":[204],"as":[205],"gateway":[208],"internalize":[210],"shift":[212],"opinion.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-06-13T00:00:00"}
