{"id":"https://openalex.org/W2914248231","doi":"https://doi.org/10.1145/3308558.3313693","title":"The few-get-richer: a surprising consequence of popularity-based rankings?","display_name":"The few-get-richer: a surprising consequence of popularity-based rankings?","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2914248231","doi":"https://doi.org/10.1145/3308558.3313693","mag":"2914248231"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308558.3313693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"proceedings-article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1902.02580","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007114681","display_name":"Fabrizio Germano","orcid":"https://orcid.org/0000-0002-6211-4519"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"funder","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fabrizio Germano","raw_affiliation_strings":["Universitat Pompeu Fabra, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053716315","display_name":"Vicen\u00e7 G\u00f3mez","orcid":"https://orcid.org/0000-0001-5146-7645"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"funder","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicen\u00e7 G\u00f3mez","raw_affiliation_strings":["Universitat Pompeu Fabra, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074137374","display_name":"Ga\u00ebl Le Mens","orcid":"https://orcid.org/0000-0003-4800-0598"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"funder","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ga\u00ebl Le Mens","raw_affiliation_strings":["Universitat Pompeu Fabra, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":25,"citation_normalized_percentile":{"value":0.983558,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2764","last_page":"2770"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9988,"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"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9988,"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"}},{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.998,"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":0.9978,"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/popularity","display_name":"Popularity","score":0.9404404},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.7886573}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9404404},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.7886573},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7808399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6721363},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.60772276},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47545072},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38552445},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.36859703},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36261296},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.34142017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32010794},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25738466},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.16286027},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12799338},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10330963}],"mesh":[],"locations_count":7,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308558.3313693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/1902.02580","pdf_url":"https://arxiv.org/pdf/1902.02580","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://econ-papers.upf.edu/papers/1636.pdf","pdf_url":"https://econ-papers.upf.edu/papers/1636.pdf","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":["Federal Reserve Bank of St. Louis"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/37242","pdf_url":"http://repositori.upf.edu/bitstream/10230/37242/1/gomez_WebConf2019_few.pdf","source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Pompeu Fabra University","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":["Pompeu Fabra University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://www.barcelonagse.eu/sites/default/files/working_paper_pdfs/1073.pdf","pdf_url":"https://www.barcelonagse.eu/sites/default/files/working_paper_pdfs/1073.pdf","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":["Federal Reserve Bank of St. Louis"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/44775","pdf_url":"http://repositori.upf.edu/bitstream/10230/44775/1/1636.pdf","source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Pompeu Fabra University","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":["Pompeu Fabra University"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.1902.02580","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/1902.02580","pdf_url":"https://arxiv.org/pdf/1902.02580","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":["https://openalex.org/W2914248231"],"referenced_works_count":38,"referenced_works":["https://openalex.org/W1546552670","https://openalex.org/W1971040550","https://openalex.org/W2023754051","https://openalex.org/W2026784708","https://openalex.org/W2049670925","https://openalex.org/W2072606289","https://openalex.org/W2090883204","https://openalex.org/W2099213975","https://openalex.org/W2100922150","https://openalex.org/W2135114864","https://openalex.org/W2140950724","https://openalex.org/W2147453867","https://openalex.org/W2149247676","https://openalex.org/W2149852188","https://openalex.org/W2152314154","https://openalex.org/W2165925342","https://openalex.org/W2169253237","https://openalex.org/W2305318797","https://openalex.org/W2588334501","https://openalex.org/W2704480242","https://openalex.org/W272324255","https://openalex.org/W2737729489","https://openalex.org/W2769473018","https://openalex.org/W2769670129","https://openalex.org/W2779126177","https://openalex.org/W2790166049","https://openalex.org/W2804927761","https://openalex.org/W2884786845","https://openalex.org/W2896670212","https://openalex.org/W2910883930","https://openalex.org/W2997842202","https://openalex.org/W3102092462","https://openalex.org/W3104475013","https://openalex.org/W3105992983","https://openalex.org/W3122000667","https://openalex.org/W4240828654","https://openalex.org/W4292887282","https://openalex.org/W4300482433"],"related_works":["https://openalex.org/W4390616380","https://openalex.org/W4388666321","https://openalex.org/W4283459170","https://openalex.org/W4229067106","https://openalex.org/W4229014887","https://openalex.org/W4225301003","https://openalex.org/W4220949352","https://openalex.org/W4205914924","https://openalex.org/W3197131596","https://openalex.org/W2368605798"],"abstract_inverted_index":{"Ranking":[0],"algorithms":[1],"play":[2],"a":[3,21,32],"crucial":[4],"role":[5],"in":[6,50,126],"online":[7,128],"platforms":[8],"ranging":[9],"from":[10],"search":[11],"engines":[12],"to":[13,87,138],"recommender":[14],"systems.":[15],"In":[16],"this":[17],"paper,":[18],"we":[19,103],"identify":[20],"surprising":[22],"consequence":[23],"of":[24,39,58,99,108,142],"popularity-based":[25],"rankings:":[26],"the":[27,29,35,37,40,80,97,106,109,115,140],"fewer":[28],"items":[30,59,69,91],"reporting":[31],"given":[33],"signal,":[34],"higher":[36],"share":[38],"overall":[41],"traffic":[42],"they":[43],"collectively":[44],"attract.":[45],"This":[46],"few-get-richer":[47,81],"effect":[48,82,110],"emerges":[49,83],"settings":[51],"where":[52],"there":[53],"are":[54,70],"few":[55],"distinct":[56],"classes":[57,98],"(e.g.,":[60],"left-leaning":[61],"news":[62,66],"sources":[63],"versus":[64],"right-leaning":[65],"sources),":[67],"and":[68,92,117],"ranked":[71],"based":[72],"on":[73,89],"their":[74],"popularity.":[75],"We":[76,120],"demonstrate":[77],"analytically":[78],"that":[79],"when":[84],"people":[85],"tend":[86],"click":[88],"top-ranked":[90],"have":[93,135],"heterogeneous":[94],"preferences":[95],"for":[96],"items.":[100],"Using":[101],"simulations,":[102],"analyze":[104],"how":[105],"strength":[107],"changes":[111],"with":[112,130],"assumptions":[113],"about":[114],"setting":[116],"human":[118,131],"behavior.":[119],"also":[121],"test":[122],"our":[123],"predictions":[124],"experimentally":[125],"an":[127],"experiment":[129],"participants.":[132],"Our":[133],"findings":[134],"important":[136],"implications":[137],"understand":[139],"spread":[141],"misinformation.":[143]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2914248231","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-02-23T19:58:46.106955","created_date":"2019-02-21"}