{"id":"https://openalex.org/W2762928399","doi":"https://doi.org/10.1109/iccchina.2017.8330470","title":"Preferential attachment and the spreading influence of users in online social networks","display_name":"Preferential attachment and the spreading influence of users in online social networks","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2762928399","doi":"https://doi.org/10.1109/iccchina.2017.8330470","mag":"2762928399"},"language":"en","primary_location":{"id":"doi:10.1109/iccchina.2017.8330470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccchina.2017.8330470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/CIC International Conference on Communications in China (ICCC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Preferential_attachment_and_the_spreading_influence_of_users_in_online_social_networks/20808550","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020474429","display_name":"Jiaojiao Jiang","orcid":"https://orcid.org/0000-0001-7307-8114"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiaojiao Jiang","raw_affiliation_strings":["Faculty of Science, Engineering and Technology, Swinburne University of Technology, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science, Engineering and Technology, Swinburne University of Technology, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012293028","display_name":"Longxiang Gao","orcid":"https://orcid.org/0000-0002-3026-7537"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005228053","display_name":"Shui Yu","orcid":"https://orcid.org/0000-0003-4485-6743"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shui Yu","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080328538","display_name":"Jiong Jin","orcid":"https://orcid.org/0000-0002-0306-2691"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiong Jin","raw_affiliation_strings":["Faculty of Science, Engineering and Technology, Swinburne University of Technology, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science, Engineering and Technology, Swinburne University of Technology, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101135483","display_name":"Dongfeng Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongfeng Yuan","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3139,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51427115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9988999962806702,"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/T10557","display_name":"Social Media and Politics","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/computer-science","display_name":"Computer science","score":0.7220336198806763},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.6240362524986267},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.595664381980896},{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.5853333473205566},{"id":"https://openalex.org/keywords/preferential-attachment","display_name":"Preferential attachment","score":0.5707122087478638},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5348519086837769},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.31262266635894775},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24374651908874512},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15953990817070007}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7220336198806763},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.6240362524986267},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.595664381980896},{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.5853333473205566},{"id":"https://openalex.org/C2780600066","wikidata":"https://www.wikidata.org/wiki/Q7239828","display_name":"Preferential attachment","level":3,"score":0.5707122087478638},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5348519086837769},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.31262266635894775},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24374651908874512},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15953990817070007},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/iccchina.2017.8330470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccchina.2017.8330470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/CIC International Conference on Communications in China (ICCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30107068","is_oa":false,"landing_page_url":"http://elements.deakin.edu.au/viewobject.html?id=215588&amp;cid=1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20808550","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Preferential_attachment_and_the_spreading_influence_of_users_in_online_social_networks/20808550","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},{"id":"pmh:oai:researchbank.swinburne.edu.au:e46f2f18-fb75-4f0a-ae42-356cc410517e/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/439735","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE/CIC International Conference on Communications in China, Qingdao, China, 22-24 October, 2017","raw_type":null}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20808550","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Preferential_attachment_and_the_spreading_influence_of_users_in_online_social_networks/20808550","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W120301130","https://openalex.org/W131619556","https://openalex.org/W1821277955","https://openalex.org/W1931400479","https://openalex.org/W1967579779","https://openalex.org/W1970381667","https://openalex.org/W2004576588","https://openalex.org/W2008620264","https://openalex.org/W2023223364","https://openalex.org/W2024814977","https://openalex.org/W2033193852","https://openalex.org/W2036120890","https://openalex.org/W2073559624","https://openalex.org/W2089550705","https://openalex.org/W2110953678","https://openalex.org/W2129251351","https://openalex.org/W2133131640","https://openalex.org/W2143551222","https://openalex.org/W2153204928","https://openalex.org/W2154897810","https://openalex.org/W3098081191","https://openalex.org/W6604797525","https://openalex.org/W6640413025"],"related_works":["https://openalex.org/W2088554646","https://openalex.org/W2067576303","https://openalex.org/W2944759572","https://openalex.org/W3102058415","https://openalex.org/W4289811885","https://openalex.org/W2360586622","https://openalex.org/W2243159291","https://openalex.org/W2095569089","https://openalex.org/W2910143252","https://openalex.org/W4221142829"],"abstract_inverted_index":{"Identifying":[0],"influential":[1,90],"users":[2,41,128,143,162,169,179,192,211,221],"who":[3],"lead":[4],"to":[5,24,101,110,203],"large-scale":[6],"spreading":[7,77,114],"in":[8,60,68,76,129,138,148,174,184,193],"online":[9],"social":[10],"networks":[11],"(OSNs)":[12],"is":[13,73,86,108,135,189],"of":[14,28,36,40,89,116,161],"theoretical":[15],"and":[16,42,55,81,154,200,235],"practical":[17],"significance.":[18],"Many":[19],"methods":[20],"have":[21],"been":[22],"proposed":[23],"measure":[25],"the":[26,34,37,53,74,87,112,122,133,158,172,182,209,236],"influence":[27,39,78,115,124,147,160,197,214],"users,":[29],"but":[30,132,177,219],"little":[31],"literature":[32],"studies":[33],"interplay":[35],"global":[38,113,123,159],"their":[43],"local":[44],"connections.":[45],"In":[46,206],"this":[47,61,69],"paper,":[48],"we":[49,119,152],"particularly":[50],"focus":[51],"on":[52,171,231],"assortative":[54,139,149,175,194],"disassortative":[56,130,185,207],"preference.":[57],"The":[58,105,227],"results":[59,228],"paper":[62],"can":[63],"address":[64],"three":[65],"main":[66],"issues":[67],"area:":[70],"(i)":[71],"What":[72,85],"difference":[75],"between":[79],"ordinary":[80,142],"core":[82,173,183,204,210],"users?":[83,91],"(ii)":[84],"distribution":[88],"(iii)":[92],"How":[93],"do":[94],"they":[95],"evolve":[96],"from":[97],"a":[98,102,164],"fresh":[99],"user":[100],"powerful":[103],"influencer?":[104],"k-shell":[106],"hierarchy":[107],"adopted":[109],"quantify":[111],"users.":[117],"Firstly,":[118],"find":[120],"that":[121,157,191],"varies":[125],"dramatically":[126],"among":[127,223],"OSNs,":[131,176,208],"variation":[134],"relatively":[136],"small":[137],"OSNs.":[140,150,186],"Hence,":[141],"also":[144],"possess":[145],"high":[146],"Secondly,":[151],"empirically":[153],"theoretically":[155],"prove":[156],"follows":[163],"power-law":[165],"distribution.":[166],"Moreover,":[167],"many":[168],"concentrate":[170],"few":[178],"locate":[180],"at":[181],"Thirdly,":[187],"it":[188],"found":[190],"OSNs":[195],"gain":[196,212],"over":[198],"time":[199],"gradually":[201],"upgrade":[202],"members.":[205],"much":[213],"along":[215],"with":[216],"network":[217],"growth":[218],"other":[220],"scatter":[222],"all":[224],"hierarchical":[225],"levels.":[226],"are":[229],"verified":[230],"real":[232],"OSN":[233,238],"datasets":[234],"state-of-the-art":[237],"model.":[239]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
