{"id":"https://openalex.org/W2153361059","doi":"https://doi.org/10.1109/isit.2009.5205820","title":"Influence in a large society: Interplay between information dynamics and network structure","display_name":"Influence in a large society: Interplay between information dynamics and network structure","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2153361059","doi":"https://doi.org/10.1109/isit.2009.5205820","mag":"2153361059"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2009.5205820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2009.5205820","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Information Theory","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/54697","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075795132","display_name":"Lara Dolecek","orcid":"https://orcid.org/0000-0003-3736-4345"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lara Dolecek","raw_affiliation_strings":["EECS Department, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"EECS Department, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029499294","display_name":"Devavrat Shah","orcid":"https://orcid.org/0000-0003-0737-3259"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Devavrat Shah","raw_affiliation_strings":["EECS Department, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"EECS Department, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075795132"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.19677953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"899","issue":null,"first_page":"1574","last_page":"1578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9993000030517578,"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/T11031","display_name":"Game Theory and Applications","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6145826578140259},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6123001575469971},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5763217210769653},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5499342679977417},{"id":"https://openalex.org/keywords/network-dynamics","display_name":"Network dynamics","score":0.5409442186355591},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5311716198921204},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5120387673377991},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.5036167502403259},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4776933491230011},{"id":"https://openalex.org/keywords/network-formation","display_name":"Network formation","score":0.47104454040527344},{"id":"https://openalex.org/keywords/preferential-attachment","display_name":"Preferential attachment","score":0.4525142014026642},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4509706497192383},{"id":"https://openalex.org/keywords/countable-set","display_name":"Countable set","score":0.44864046573638916},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43069303035736084},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.4132028818130493},{"id":"https://openalex.org/keywords/information-cascade","display_name":"Information cascade","score":0.412314772605896},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.34795331954956055},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3032473921775818},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19763749837875366},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.18079674243927002},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1649460792541504},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.16309106349945068},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15016219019889832},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.14687713980674744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6145826578140259},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6123001575469971},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5763217210769653},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5499342679977417},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.5409442186355591},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5311716198921204},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5120387673377991},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.5036167502403259},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4776933491230011},{"id":"https://openalex.org/C68416499","wikidata":"https://www.wikidata.org/wiki/Q7001033","display_name":"Network formation","level":2,"score":0.47104454040527344},{"id":"https://openalex.org/C2780600066","wikidata":"https://www.wikidata.org/wiki/Q7239828","display_name":"Preferential attachment","level":3,"score":0.4525142014026642},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4509706497192383},{"id":"https://openalex.org/C110729354","wikidata":"https://www.wikidata.org/wiki/Q185478","display_name":"Countable set","level":2,"score":0.44864046573638916},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43069303035736084},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.4132028818130493},{"id":"https://openalex.org/C27286358","wikidata":"https://www.wikidata.org/wiki/Q6031027","display_name":"Information cascade","level":2,"score":0.412314772605896},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.34795331954956055},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3032473921775818},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19763749837875366},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.18079674243927002},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1649460792541504},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.16309106349945068},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15016219019889832},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14687713980674744},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit.2009.5205820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2009.5205820","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Information Theory","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/54697","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/54697","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/54697","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/54697","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1572167389","https://openalex.org/W1578099820","https://openalex.org/W1648022366","https://openalex.org/W1656132379","https://openalex.org/W1990905386","https://openalex.org/W1995713768","https://openalex.org/W1996199671","https://openalex.org/W2003827431","https://openalex.org/W2033314190","https://openalex.org/W2061820396","https://openalex.org/W2118745042","https://openalex.org/W2126216439","https://openalex.org/W2131835993","https://openalex.org/W2146045337","https://openalex.org/W2164195254","https://openalex.org/W2243945130","https://openalex.org/W2432978112","https://openalex.org/W2950361113","https://openalex.org/W4252966570","https://openalex.org/W6636894368","https://openalex.org/W6684321845"],"related_works":["https://openalex.org/W1571014912","https://openalex.org/W2155299640","https://openalex.org/W2254944130","https://openalex.org/W64189218","https://openalex.org/W3102058415","https://openalex.org/W3123176768","https://openalex.org/W2504533479","https://openalex.org/W1970518183","https://openalex.org/W2952147226","https://openalex.org/W1582290728"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"the":[2,14,16,23,28,76,85,107,125,136,140,149,153],"recent":[3],"emergence":[4],"of":[5,30,32,63,78,87,116,131,139,155],"large":[6],"online":[7],"social":[8,18],"networks,":[9],"we":[10,82,134],"seek":[11],"to":[12,74,146],"understand":[13],"effects":[15],"underlying":[17],"network":[19,65,105,144,150],"(graph)":[20],"structure":[21,151],"and":[22,52,111],"information":[24,41,96],"dynamics":[25,42],"have":[26],"on":[27],"creation":[29],"influence":[31],"an":[33,88,100,117,129],"individual.":[34],"We":[35,59],"examine":[36],"a":[37,48,53,61],"natural":[38],"model":[39,145],"for":[40],"under":[43,67],"two":[44],"important":[45],"temporal":[46,69],"scales:":[47],"first":[49,108],"impression":[50,109],"setting":[51],"long-":[54],"term":[55],"or":[56],"equilibrated":[57],"setting.":[58],"obtain":[60],"characterization":[62],"relevant":[64],"structures":[66],"these":[68],"aspects,":[70],"thereby":[71],"allowing":[72],"us":[73],"formalize":[75],"existence":[77,86,154],"influential":[79,89,156],"agents.":[80,157],"Specifically,":[81],"find":[83],"that":[84],"agent":[90],"corresponds":[91],"to:":[92],"(a)":[93],"strictly":[94],"positive":[95,113],"theoretic":[97],"capacity":[98],"over":[99],"infinite-sized":[101],"noisy":[102],"broadcast":[103],"tree":[104],"in":[106,124],"case,":[110],"(b)":[112],"recurrent":[114],"property":[115],"appropriate":[118],"(countable":[119],"state":[120],"space)":[121],"Markov":[122],"chain":[123],"long-term":[126],"case.":[127],"As":[128],"application":[130],"our":[132],"results,":[133],"evaluate":[135],"parameter":[137],"space":[138],"popular":[141],"ldquosmall":[142],"worldrdquo":[143],"identify":[147],"when":[148],"supports":[152]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}