{"id":"https://openalex.org/W2608340871","doi":"https://doi.org/10.1109/tsipn.2017.2697819","title":"Preserving Privacy Enables \u201cCoexistence Equilibrium\u201d of Competitive Diffusion in Social Networks","display_name":"Preserving Privacy Enables \u201cCoexistence Equilibrium\u201d of Competitive Diffusion in Social Networks","publication_year":2017,"publication_date":"2017-04-25","ids":{"openalex":"https://openalex.org/W2608340871","doi":"https://doi.org/10.1109/tsipn.2017.2697819","mag":"2608340871"},"language":"en","primary_location":{"id":"doi:10.1109/tsipn.2017.2697819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2017.2697819","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal and Information Processing over Networks","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1911.05492","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jun Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":null,"display_name":"Junshan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junshan Zhang","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.2594,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60436075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":"2","first_page":"282","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.4016999900341034,"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"}},"topics":[{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.4016999900341034,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.37059998512268066,"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":0.08150000125169754,"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/product","display_name":"Product (mathematics)","score":0.5611000061035156},{"id":"https://openalex.org/keywords/phenomenon","display_name":"Phenomenon","score":0.4722000062465668},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.4677000045776367},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.42809998989105225},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.40209999680519104},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.3725999891757965}],"concepts":[{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5611000061035156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5350000262260437},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.4722000062465668},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.4677000045776367},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.42809998989105225},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.40209999680519104},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39730000495910645},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.3725999891757965},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.352400004863739},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.3490999937057495},{"id":"https://openalex.org/C96219163","wikidata":"https://www.wikidata.org/wiki/Q649124","display_name":"Network effect","level":2,"score":0.33340001106262207},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3077000081539154},{"id":"https://openalex.org/C2780917687","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Diffusion of innovations","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.28760001063346863},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.2605000138282776}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsipn.2017.2697819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2017.2697819","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal and Information Processing over Networks","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1911.05492","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.05492","pdf_url":"https://arxiv.org/pdf/1911.05492","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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1911.05492","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.05492","pdf_url":"https://arxiv.org/pdf/1911.05492","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":[],"awards":[{"id":"https://openalex.org/G5749169914","display_name":null,"funder_award_id":"SaTC-1618768","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6713892798","display_name":null,"funder_award_id":"W911NF-16-1-0448","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G8198572727","display_name":null,"funder_award_id":"CNS-1422277","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1153251934","https://openalex.org/W1501825524","https://openalex.org/W1852042051","https://openalex.org/W1973556323","https://openalex.org/W2002359723","https://openalex.org/W2013823004","https://openalex.org/W2029316629","https://openalex.org/W2054476043","https://openalex.org/W2056621120","https://openalex.org/W2061949976","https://openalex.org/W2069714447","https://openalex.org/W2111995023","https://openalex.org/W2118820208","https://openalex.org/W2123539383","https://openalex.org/W2124172444","https://openalex.org/W2156716308","https://openalex.org/W2160642151","https://openalex.org/W2163595839","https://openalex.org/W2171031021","https://openalex.org/W2192919149","https://openalex.org/W2265908166","https://openalex.org/W2284286654","https://openalex.org/W2311311203","https://openalex.org/W2340730520","https://openalex.org/W2962818732","https://openalex.org/W4229706427","https://openalex.org/W4232632783","https://openalex.org/W6639548535","https://openalex.org/W6651608069","https://openalex.org/W6657138077","https://openalex.org/W6731406481","https://openalex.org/W6758947373"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,33,64,75,81,96,143,154],"advent":[2],"of":[3,26,89,95,114],"social":[4,21,149],"media,":[5],"different":[6],"companies":[7],"often":[8,61],"promote":[9],"competing":[10,53,139],"products":[11,116,140],"simultaneously":[12],"for":[13,108,122],"word-of-mouth":[14],"diffusion":[15,113,147],"and":[16,58,117],"adoption":[17],"by":[18],"users":[19],"in":[20,50,63,80,142,145],"networks.":[22,150],"For":[23],"such":[24,55,73],"scenarios":[25],"competitive":[27,112,124,146],"diffusion,":[28],"prior":[29],"studies":[30],"show":[31],"that":[32,49,77,129],"weaker":[34],"product":[35,91,97],"will":[36],"soon":[37],"become":[38],"extinct":[39],"(i.e.,":[40,137],"\u201cwinner":[41],"takes":[42],"all\u201d).":[43],"It":[44],"is":[45],"intriguing":[46],"to":[47,93,153],"observe":[48],"practice,":[51],"however,":[52],"products,":[54],"as":[56,74],"iPhone":[57],"Android":[59],"phone,":[60],"coexist":[62,141],"market.":[65],"This":[66],"discrepancy":[67],"may":[68,84],"result":[69],"from":[70],"many":[71],"factors":[72],"phenomenon":[76],"a":[78,90,119,134],"user":[79],"real":[82,165],"world":[83],"not":[85],"spread":[86],"its":[87],"use":[88],"due":[92],"dissatisfaction":[94],"or":[98],"privacy":[99,107],"protection.":[100],"In":[101,151],"this":[102],"paper,":[103],"we":[104,127,157],"incorporate":[105],"users'":[106],"spreading":[109],"behavior":[110],"into":[111],"two":[115,138],"develop":[118],"problem":[120],"formulation":[121],"privacy-aware":[123],"diffusion.":[125],"Then,":[126],"prove":[128],"privacy-preserving":[130],"mechanisms":[131],"can":[132],"enable":[133],"\u201ccoexistence":[135],"equilibrium\u201d":[136],"equilibrium)":[144],"over":[148,164],"addition":[152],"rigorous":[155],"analysis,":[156],"also":[158],"demonstrate":[159],"our":[160],"results":[161],"with":[162],"experiments":[163],"network":[166],"topologies.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-05-05T00:00:00"}
