{"id":"https://openalex.org/W4381611834","doi":"https://doi.org/10.1145/3588431","title":"Human-AI Cooperation to Tackle Misinformation and Polarization","display_name":"Human-AI Cooperation to Tackle Misinformation and Polarization","publication_year":2023,"publication_date":"2023-06-22","ids":{"openalex":"https://openalex.org/W4381611834","doi":"https://doi.org/10.1145/3588431"},"language":"en","primary_location":{"id":"doi:10.1145/3588431","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588431","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588431","source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3588431","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083881309","display_name":"Damiano Spina","orcid":"https://orcid.org/0000-0001-9913-433X"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Damiano Spina","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072614956","display_name":"Mark Sanderson","orcid":"https://orcid.org/0000-0003-0487-9609"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mark Sanderson","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023853044","display_name":"Daniel Angus","orcid":"https://orcid.org/0000-0002-1412-5096"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel Angus","raw_affiliation_strings":["Queensland University of Technology, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052565959","display_name":"Gianluca Demartini","orcid":"https://orcid.org/0000-0002-7311-3693"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gianluca Demartini","raw_affiliation_strings":["The University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059558616","display_name":"Dana McKay","orcid":"https://orcid.org/0000-0001-7522-1842"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dana Mckay","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039859957","display_name":"Lauren L. Saling","orcid":"https://orcid.org/0000-0003-0722-6232"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lauren L. Saling","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076259865","display_name":"Ryen W. White","orcid":"https://orcid.org/0000-0002-0265-4249"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryen W. White","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083881309"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":12.654,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.98562063,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"66","issue":"7","first_page":"40","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9995999932289124,"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":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9872999787330627,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.5219678282737732},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.5205938816070557},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.4365798234939575},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.431287556886673},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.41296958923339844},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36907723546028137},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.34131166338920593},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.33127227425575256},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2320459485054016},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.11196765303611755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.09876886010169983}],"concepts":[{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.5219678282737732},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.5205938816070557},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.4365798234939575},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.431287556886673},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.41296958923339844},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36907723546028137},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.34131166338920593},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.33127227425575256},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2320459485054016},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11196765303611755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.09876886010169983},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3588431","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588431","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588431","source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","raw_type":"journal-article"},{"id":"pmh:oai:eprints.qut.edu.au:242450","is_oa":false,"landing_page_url":"http://purl.org/au-research/grants/arc/CE200100005","pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Communications of the ACM","raw_type":"Contribution to Journal"},{"id":"pmh:oai:figshare.com:article/27571491","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Human-AI_Cooperation_to_Tackle_Misinformation_and_Polarization/27571491","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1145/3588431","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588431","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588431","source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G6662531322","display_name":null,"funder_award_id":"DE200100064","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381611834.pdf","grobid_xml":"https://content.openalex.org/works/W4381611834.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1583059097","https://openalex.org/W2126590658","https://openalex.org/W2388783363","https://openalex.org/W3088749783","https://openalex.org/W3110061868","https://openalex.org/W3184119774","https://openalex.org/W3188543765","https://openalex.org/W3198734960","https://openalex.org/W4284664032"],"related_works":["https://openalex.org/W3197131596","https://openalex.org/W4205914924","https://openalex.org/W4283459170","https://openalex.org/W4229014887","https://openalex.org/W4225301003","https://openalex.org/W4220949352","https://openalex.org/W4229067106","https://openalex.org/W3160843552","https://openalex.org/W2355972183","https://openalex.org/W2884469179"],"abstract_inverted_index":{"A":[0],"DOMINANT":[1],"NARRATIVE":[2],"of":[3],"the":[4,81],"past":[5],"decade":[6],"is":[7],"that":[8,39],"algorithms":[9,19,52],"contribute":[10],"to":[11,25,41,71,86],"a":[12,30,45,48,68],"misinformed":[13],"and":[14,43,53,80],"segregated":[15],"society.":[16],"Perhaps":[17],"paradoxically,":[18],"are":[20,59],"often":[21],"sought":[22],"as":[23],"solutions":[24],"such":[26],"problems.":[27],"We":[28],"describe":[29],"significant":[31],"emerging":[32],"trend":[33],"away":[34],"from":[35],"this":[36],"techno-solutionist":[37],"approach":[38],"seeks":[40,83],"create":[42],"understand":[44,87],"new":[46,69,84],"paradigm:":[47],"productive":[49],"interplay":[50],"between":[51],"people.":[54],"Two":[55],"relevant":[56],"test":[57],"cases":[58],"being":[60],"explored":[61],"in":[62],"our":[63],"region:":[64],"The":[65],"first":[66],"addresses":[67],"framework":[70],"tackle":[72],"misinformation":[73],"by":[74],"assisting":[75],"fact-checkers":[76],"with":[77],"computational":[78],"methods,":[79],"second":[82],"models":[85],"how":[88],"search":[89,93],"engines":[90],"deliver":[91],"personalized":[92],"results":[94],"when":[95],"little":[96],"or":[97],"no":[98],"algorithmic":[99],"personalization":[100],"exists.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}