{"id":"https://openalex.org/W1687036045","doi":"https://doi.org/10.1145/2835776.2835827","title":"Information Evolution in Social Networks","display_name":"Information Evolution in Social Networks","publication_year":2016,"publication_date":"2016-02-04","ids":{"openalex":"https://openalex.org/W1687036045","doi":"https://doi.org/10.1145/2835776.2835827","mag":"1687036045"},"language":"en","primary_location":{"id":"doi:10.1145/2835776.2835827","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2835776.2835827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1402.6792","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047847314","display_name":"Lada A. Adamic","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]},{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lada A. Adamic","raw_affiliation_strings":["Facebook Inc, Menlo Park, CA, USA","Facebook, Inc, Menlo Park, CA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Facebook Inc, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]},{"raw_affiliation_string":"Facebook, Inc, Menlo Park, CA, USA#TAB#","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003262797","display_name":"Thomas Lento","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas M. Lento","raw_affiliation_strings":["Facebook Inc, Menlo Park, CA, USA","Facebook, Inc, Menlo Park, CA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Facebook Inc, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]},{"raw_affiliation_string":"Facebook, Inc, Menlo Park, CA, USA#TAB#","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064931337","display_name":"Eytan Adar","orcid":"https://orcid.org/0000-0003-1911-836X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eytan Adar","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101740308","display_name":"Pauline C. Ng","orcid":"https://orcid.org/0009-0006-5345-0031"},"institutions":[{"id":"https://openalex.org/I66068411","display_name":"Genome Institute of Singapore","ror":"https://ror.org/05k8wg936","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I66068411"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Pauline C. Ng","raw_affiliation_strings":["Genome Institute of Singapore, Singapore, Singapore","Genome Institute of Singapore, Singapore, Singapore#TAB#"],"affiliations":[{"raw_affiliation_string":"Genome Institute of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I66068411"]},{"raw_affiliation_string":"Genome Institute of Singapore, Singapore, Singapore#TAB#","institution_ids":["https://openalex.org/I66068411"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047847314"],"corresponding_institution_ids":["https://openalex.org/I4210099336","https://openalex.org/I4210114444"],"apc_list":null,"apc_paid":null,"fwci":68.6754,"has_fulltext":false,"cited_by_count":132,"citation_normalized_percentile":{"value":0.99898304,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"473","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9987999796867371,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9987999796867371,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/copying","display_name":"Copying","score":0.7988123893737793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6658696532249451},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.6044324040412903},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5269404649734497},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5208816528320312},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5142180919647217},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4822902977466583},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4683033227920532},{"id":"https://openalex.org/keywords/preferential-attachment","display_name":"Preferential attachment","score":0.4106316566467285},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40082883834838867},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.23143234848976135},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19996583461761475},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1905512809753418},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.18364307284355164},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1722411811351776},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09549489617347717},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09300926327705383},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0924949049949646}],"concepts":[{"id":"https://openalex.org/C2779151265","wikidata":"https://www.wikidata.org/wiki/Q1156791","display_name":"Copying","level":2,"score":0.7988123893737793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6658696532249451},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.6044324040412903},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5269404649734497},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5208816528320312},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5142180919647217},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4822902977466583},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4683033227920532},{"id":"https://openalex.org/C2780600066","wikidata":"https://www.wikidata.org/wiki/Q7239828","display_name":"Preferential attachment","level":3,"score":0.4106316566467285},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40082883834838867},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.23143234848976135},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19996583461761475},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1905512809753418},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.18364307284355164},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1722411811351776},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09549489617347717},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09300926327705383},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0924949049949646},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2835776.2835827","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2835776.2835827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1402.6792","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1402.6792","pdf_url":"https://arxiv.org/pdf/1402.6792","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"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:CiteSeerX.psu:10.1.1.728.835","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.728.835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cond.org/1402.6792v1.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.761.1699","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.761.1699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1402.6792.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1402.6792","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1402.6792","pdf_url":"https://arxiv.org/pdf/1402.6792","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W17510539","https://openalex.org/W76678209","https://openalex.org/W1525094264","https://openalex.org/W1729821801","https://openalex.org/W1762479869","https://openalex.org/W1952540142","https://openalex.org/W1966426486","https://openalex.org/W1968076443","https://openalex.org/W1969460352","https://openalex.org/W1982252804","https://openalex.org/W1989539292","https://openalex.org/W1996263819","https://openalex.org/W2000662887","https://openalex.org/W2021238716","https://openalex.org/W2021749529","https://openalex.org/W2023060295","https://openalex.org/W2027135291","https://openalex.org/W2045391589","https://openalex.org/W2072606289","https://openalex.org/W2088930249","https://openalex.org/W2100974526","https://openalex.org/W2104563567","https://openalex.org/W2107666336","https://openalex.org/W2109207218","https://openalex.org/W2109877142","https://openalex.org/W2111627794","https://openalex.org/W2112493377","https://openalex.org/W2112945902","https://openalex.org/W2125524179","https://openalex.org/W2126053020","https://openalex.org/W2127492100","https://openalex.org/W2128893310","https://openalex.org/W2135869163","https://openalex.org/W2145446394","https://openalex.org/W2146071702","https://openalex.org/W2146312020","https://openalex.org/W2159491186","https://openalex.org/W2171142061","https://openalex.org/W2171821238","https://openalex.org/W2315323580","https://openalex.org/W2316508456","https://openalex.org/W2530017427","https://openalex.org/W2624262714","https://openalex.org/W2950627632","https://openalex.org/W2963424884","https://openalex.org/W3104987177","https://openalex.org/W3141316455","https://openalex.org/W4211244557","https://openalex.org/W4244541774","https://openalex.org/W6669052596"],"related_works":["https://openalex.org/W4308771405","https://openalex.org/W2355873265","https://openalex.org/W2963669501","https://openalex.org/W3112369086","https://openalex.org/W3080197661","https://openalex.org/W4318471783","https://openalex.org/W2760667490","https://openalex.org/W2991781269","https://openalex.org/W775724729","https://openalex.org/W2137489486"],"abstract_inverted_index":{"Social":[0],"networks":[1],"readily":[2],"transmit":[3,118],"information,":[4],"albeit":[5],"with":[6,68],"less":[7],"than":[8],"perfect":[9],"fidelity.":[10],"We":[11],"present":[12],"a":[13,98,119,123],"large-scale":[14],"measurement":[15],"of":[16,28,30,35,37,63,112,122],"this":[17],"imperfect":[18,90],"information":[19,46,140,151],"copying":[20],"mechanism":[21,135],"by":[22],"examining":[23],"the":[24,40,60,69,76,113,126,134,150],"dissemination":[25],"and":[26,105,148],"evolution":[27],"thousands":[29],"memes,":[31],"collectively":[32],"replicated":[33],"hundreds":[34],"millions":[36],"times":[38],"in":[39,66,75,87,138],"online":[41],"social":[42,114,157],"network":[43,115],"Facebook.":[44],"The":[45],"undergoes":[47],"an":[48,88],"evolutionary":[49],"process":[50],"that":[51,152],"exhibits":[52],"several":[53],"regularities.":[54],"A":[55],"meme's":[56],"mutation":[57],"rate":[58],"characterizes":[59],"population":[61],"distribution":[62],"its":[64],"variants,":[65],"accordance":[67],"Yule":[70],"process.":[71,92],"Variants":[72],"further":[73],"apart":[74],"diffusion":[77],"cascade":[78],"have":[79],"greater":[80],"edit":[81],"distance,":[82],"as":[83],"would":[84],"be":[85],"expected":[86],"iterative,":[89],"replication":[91],"Some":[93],"text":[94],"sequences":[95,102],"can":[96,116],"confer":[97],"replicative":[99],"advantage;":[100],"these":[101],"are":[103],"abundant":[104],"transfer":[106],"\"laterally\"":[107],"between":[108],"different":[109],"memes.":[110],"Subpopulations":[111],"preferentially":[117],"specific":[120],"variant":[121,127],"meme":[124],"if":[125],"matches":[128],"their":[129],"beliefs":[130],"or":[131],"culture.":[132],"Understanding":[133],"driving":[136],"change":[137],"diffusing":[139],"has":[141],"important":[142],"implications":[143],"for":[144],"how":[145],"we":[146],"interpret":[147],"harness":[149],"reaches":[153],"us":[154],"through":[155],"our":[156],"networks.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
