{"id":"https://openalex.org/W7128089252","doi":"https://doi.org/10.1016/j.jocs.2026.102792","title":"PPCN: Identifying influential nodes based on propagation probability model considering neighbors in complex networks","display_name":"PPCN: Identifying influential nodes based on propagation probability model considering neighbors in complex networks","publication_year":2026,"publication_date":"2026-02-05","ids":{"openalex":"https://openalex.org/W7128089252","doi":"https://doi.org/10.1016/j.jocs.2026.102792"},"language":"en","primary_location":{"id":"doi:10.1016/j.jocs.2026.102792","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jocs.2026.102792","pdf_url":null,"source":{"id":"https://openalex.org/S192071280","display_name":"Journal of Computational Science","issn_l":"1877-7503","issn":["1877-7503","1877-7511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5125164487","display_name":"Bo Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124849902","display_name":"Juncan Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juncan Wei","raw_affiliation_strings":["Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125130138","display_name":"Kaile Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaile Chen","raw_affiliation_strings":["Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114778204","display_name":"Jinfeng Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfeng Gao","raw_affiliation_strings":["Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060187104","display_name":"Mengqi Xue","orcid":"https://orcid.org/0000-0002-1681-8865"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengqi Xue","raw_affiliation_strings":["College of Electronic and Information Engineering, Tongji University, Shanghai, 201804, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University, Shanghai, 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125116931","display_name":"Ping Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wu","raw_affiliation_strings":["Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5125130138"],"corresponding_institution_ids":["https://openalex.org/I1328775524"],"apc_list":{"value":2810,"currency":"USD","value_usd":2810},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47289957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"95","issue":null,"first_page":"102792","last_page":"102792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9656000137329102,"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":0.9656000137329102,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.009800000116229057,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.007899999618530273,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7857999801635742},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6381000280380249},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.491100013256073},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.3961000144481659},{"id":"https://openalex.org/keywords/propagation-of-uncertainty","display_name":"Propagation of uncertainty","score":0.357699990272522},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.34459999203681946},{"id":"https://openalex.org/keywords/probability-model","display_name":"Probability model","score":0.3402999937534332},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.3294999897480011}],"concepts":[{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7857999801635742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6743999719619751},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6381000280380249},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.491100013256073},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4269999861717224},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.3961000144481659},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.357699990272522},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.34459999203681946},{"id":"https://openalex.org/C2984179964","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Probability model","level":2,"score":0.3402999937534332},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C2779363554","wikidata":"https://www.wikidata.org/wiki/Q5420835","display_name":"Expectation propagation","level":4,"score":0.32589998841285706},{"id":"https://openalex.org/C2776292839","wikidata":"https://www.wikidata.org/wiki/Q5179217","display_name":"Coverage probability","level":3,"score":0.31779998540878296},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C2780898871","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance metric","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2989000082015991},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.2978000044822693},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27619999647140503},{"id":"https://openalex.org/C90806461","wikidata":"https://www.wikidata.org/wiki/Q1144416","display_name":"Propagation delay","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2734000086784363},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.27129998803138733},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jocs.2026.102792","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jocs.2026.102792","pdf_url":null,"source":{"id":"https://openalex.org/S192071280","display_name":"Journal of Computational Science","issn_l":"1877-7503","issn":["1877-7503","1877-7511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1637627250","https://openalex.org/W1878853999","https://openalex.org/W1968976953","https://openalex.org/W1975328099","https://openalex.org/W1991709920","https://openalex.org/W1995876521","https://openalex.org/W1995995963","https://openalex.org/W2008167229","https://openalex.org/W2031103178","https://openalex.org/W2040763707","https://openalex.org/W2054631570","https://openalex.org/W2056944867","https://openalex.org/W2057503158","https://openalex.org/W2133131640","https://openalex.org/W2136525561","https://openalex.org/W2148124301","https://openalex.org/W2161953836","https://openalex.org/W2171018098","https://openalex.org/W2410527349","https://openalex.org/W2493103841","https://openalex.org/W2548124216","https://openalex.org/W2556609853","https://openalex.org/W2761865950","https://openalex.org/W2766498431","https://openalex.org/W2805393778","https://openalex.org/W2921710031","https://openalex.org/W2922293894","https://openalex.org/W2998385767","https://openalex.org/W3003240653","https://openalex.org/W3122926601","https://openalex.org/W3171845654","https://openalex.org/W3197172149","https://openalex.org/W4310130606","https://openalex.org/W4313242258","https://openalex.org/W4320168495","https://openalex.org/W4362640737","https://openalex.org/W4372342544","https://openalex.org/W4386101171","https://openalex.org/W4387502031","https://openalex.org/W4390278087","https://openalex.org/W4392588699","https://openalex.org/W4399843101","https://openalex.org/W4402400949","https://openalex.org/W4405775279","https://openalex.org/W4405987958","https://openalex.org/W4407278915","https://openalex.org/W4408349097","https://openalex.org/W4413880952"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-15T05:58:04.055770","created_date":"2026-02-07T00:00:00"}