{"id":"https://openalex.org/W4296591872","doi":"https://doi.org/10.1145/3523227.3551473","title":"Do Recommender Systems Make Social Media More Susceptible to Misinformation Spreaders?","display_name":"Do Recommender Systems Make Social Media More Susceptible to Misinformation Spreaders?","publication_year":2022,"publication_date":"2022-09-13","ids":{"openalex":"https://openalex.org/W4296591872","doi":"https://doi.org/10.1145/3523227.3551473"},"language":"en","primary_location":{"id":"doi:10.1145/3523227.3551473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3523227.3551473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089491084","display_name":"Antonela Tommasel","orcid":"https://orcid.org/0000-0001-6091-8305"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"funder","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Antonela Tommasel","raw_affiliation_strings":["ISISTAN, CONICET-UNICEN, Argentina"],"affiliations":[{"raw_affiliation_string":"ISISTAN, CONICET-UNICEN, Argentina","institution_ids":["https://openalex.org/I151201029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021346979","display_name":"Filippo Menczer","orcid":"https://orcid.org/0000-0003-4384-2876"},"institutions":[{"id":"https://openalex.org/I592451","display_name":"Indiana University","ror":"https://ror.org/01kg8sb98","country_code":"US","type":"education","lineage":["https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Filippo Menczer","raw_affiliation_strings":["OSOME, Indiana University, United States"],"affiliations":[{"raw_affiliation_string":"OSOME, Indiana University, United States","institution_ids":["https://openalex.org/I592451"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089491084"],"corresponding_institution_ids":["https://openalex.org/I151201029"],"apc_list":null,"apc_paid":null,"fwci":5.935,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.95990177,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"550","last_page":"555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"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":0.9998999834060669,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9943000078201294,"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/misinformation","display_name":"Misinformation","score":0.9650914669036865},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.805833101272583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7864154577255249},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6885852217674255},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6133018732070923},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.44830551743507385},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4238937199115753},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4161342978477478},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.41111019253730774},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34595197439193726},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12582504749298096},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08897385001182556}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.9650914669036865},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.805833101272583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7864154577255249},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6885852217674255},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6133018732070923},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.44830551743507385},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4238937199115753},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4161342978477478},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.41111019253730774},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34595197439193726},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12582504749298096},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08897385001182556},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3523227.3551473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3523227.3551473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1579536899","https://openalex.org/W1971842701","https://openalex.org/W2101409192","https://openalex.org/W2111708605","https://openalex.org/W2131681506","https://openalex.org/W2791544114","https://openalex.org/W2792053130","https://openalex.org/W2798657511","https://openalex.org/W2894183663","https://openalex.org/W2909429265","https://openalex.org/W2962972034","https://openalex.org/W2999817249","https://openalex.org/W3018223018","https://openalex.org/W3084822831","https://openalex.org/W3099451295","https://openalex.org/W3099768174","https://openalex.org/W3122139608","https://openalex.org/W3159541068","https://openalex.org/W3186527423","https://openalex.org/W3190734472","https://openalex.org/W3216636428","https://openalex.org/W4200021386","https://openalex.org/W4312947392"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3197131596","https://openalex.org/W4390616380","https://openalex.org/W4388666321","https://openalex.org/W4205914924","https://openalex.org/W4225301003","https://openalex.org/W4283459170","https://openalex.org/W2962981892","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,50],"are":[2],"central":[3],"to":[4,68,79],"online":[5],"information":[6,17],"consumption":[7],"and":[8,18,31,112],"user-decision":[9],"processes,":[10],"as":[11,87],"they":[12],"help":[13,28],"users":[14,111],"find":[15],"relevant":[16],"establish":[19],"new":[20],"social":[21,34,53],"relationships.":[22],"However,":[23],"recommenders":[24,67,101],"could":[25],"also":[26],"(unintendedly)":[27],"propagate":[29],"misinformation":[30,56,71,84,106],"increase":[32],"the":[33,37,45,52,91,94],"influence":[35,54,113],"of":[36,47,55,90],"spreading":[38,85],"it.":[39],"In":[40],"this":[41,61],"context,":[42],"we":[43,63,75],"study":[44,98],"impact":[46],"friend":[48],"recommender":[49],"on":[51,58],"spreaders":[57,107],"Twitter.":[59],"To":[60],"end,":[62],"applied":[64],"several":[65],"user":[66,83],"a":[69],"COVID-19":[70],"data":[72],"collection.":[73],"Then,":[74],"explore":[76],"what-if":[77],"scenarios":[78],"simulate":[80],"changes":[81],"in":[82,93],"behaviour":[86],"an":[88],"effect":[89],"interactions":[92],"recommended":[95],"network.":[96],"Our":[97],"shows":[99],"that":[100],"can":[102],"indeed":[103],"affect":[104],"how":[105],"interact":[108],"with":[109],"other":[110],"them.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}