{"id":"https://openalex.org/W4321483884","doi":"https://doi.org/10.1109/tnse.2023.3247485","title":"The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model","display_name":"The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model","publication_year":2023,"publication_date":"2023-02-22","ids":{"openalex":"https://openalex.org/W4321483884","doi":"https://doi.org/10.1109/tnse.2023.3247485"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2023.3247485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3247485","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","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/A5100365847","display_name":"Qing Zhao","orcid":"https://orcid.org/0000-0002-9816-3611"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Zhao","raw_affiliation_strings":["School of Mathematics, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032656122","display_name":"Xiangjuan Yao","orcid":"https://orcid.org/0000-0003-3207-703X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangjuan Yao","raw_affiliation_strings":["School of Mathematics, China University of Mining and Technology, Xuzhou, China","State Key Lab. for Novel Software Technology, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045851119","display_name":"Xiangying Dang","orcid":"https://orcid.org/0000-0003-0028-3330"},"institutions":[{"id":"https://openalex.org/I124841900","display_name":"Xuzhou University of Technology","ror":"https://ror.org/02315by94","country_code":"CN","type":"education","lineage":["https://openalex.org/I124841900"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangying Dang","raw_affiliation_strings":["School of Information Engineering, Xuzhou University of Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Xuzhou University of Technology, Xuzhou, China","institution_ids":["https://openalex.org/I124841900"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101490563","display_name":"Dunwei Gong","orcid":"https://orcid.org/0000-0003-2838-4301"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dunwei Gong","raw_affiliation_strings":["School of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, Shandong, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100365847"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":1.8092,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8325814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"10","issue":"4","first_page":"2386","last_page":"2395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962000250816345,"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":0.9962000250816345,"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/T11675","display_name":"Open Source Software Innovations","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10260","display_name":"Software Engineering Research","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.7846579551696777},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6573399305343628},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.6566124558448792},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6007035970687866},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5666134357452393},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5622565150260925},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.5075269937515259},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49611982703208923},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4244404137134552},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3562062978744507},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24923929572105408},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2415468692779541},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22792735695838928},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17095491290092468},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0927702784538269},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08992859721183777}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7846579551696777},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6573399305343628},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.6566124558448792},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6007035970687866},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5666134357452393},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5622565150260925},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.5075269937515259},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49611982703208923},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4244404137134552},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3562062978744507},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24923929572105408},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2415468692779541},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22792735695838928},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17095491290092468},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0927702784538269},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08992859721183777},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2023.3247485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3247485","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.47999998927116394,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G4250825002","display_name":null,"funder_award_id":"42230704","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5957395215","display_name":null,"funder_award_id":"2020ZDPYMS40","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1984069252","https://openalex.org/W1996218898","https://openalex.org/W2007618829","https://openalex.org/W2056609785","https://openalex.org/W2108858998","https://openalex.org/W2113330929","https://openalex.org/W2141403143","https://openalex.org/W2157071571","https://openalex.org/W2168248828","https://openalex.org/W2185543179","https://openalex.org/W2315201855","https://openalex.org/W2355856605","https://openalex.org/W2396718181","https://openalex.org/W2519543516","https://openalex.org/W2568659104","https://openalex.org/W2591977458","https://openalex.org/W2770752180","https://openalex.org/W2801371055","https://openalex.org/W2897194906","https://openalex.org/W2911650965","https://openalex.org/W2948314464","https://openalex.org/W2971865300","https://openalex.org/W2973688580","https://openalex.org/W3099049751","https://openalex.org/W4232212779"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W4241418540","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W1590965489"],"abstract_inverted_index":{"It":[0],"is":[1,59,184,199,209,216],"of":[2,30,39,74,79,91,107,120,171,196,207,239],"great":[3],"significance":[4],"to":[5,61,68,86,104,148,226],"effectively":[6],"and":[7,109,131,133,203,222,234,237,247],"quickly":[8],"identify":[9],"the":[10,15,40,43,56,88,105,118,123,153,160,168,174,177,180,187,191,194,204,212,219,235],"most":[11],"influential":[12],"users":[13,54,108,121,172],"in":[14,55,152,173],"open":[16,92,154,230],"source":[17,93,155,231],"software":[18,94,156,232],"community,":[19,57,233],"which":[20],"can":[21],"be":[22],"represented":[23],"by":[24],"a":[25,70,84,98,135,228],"complex":[26],"network.":[27],"Traditional":[28],"methods":[29],"measuring":[31],"node":[32,75,89],"influence":[33,90,151,195,245],"only":[34],"consider":[35],"some":[36],"topology":[37],"characteristics":[38],"network,":[41],"so":[42,66],"results":[44],"are":[45,49,224,242],"one-sided.":[46],"Because":[47],"there":[48],"different":[50],"interactive":[51,111],"behaviors":[52],"among":[53],"it":[58],"necessary":[60],"mine":[62],"more":[63,71],"interaction":[64,169],"information,":[65],"as":[67,186],"give":[69],"comprehensive":[72],"measure":[73],"influence.":[76],"In":[77,176,190],"view":[78],"this,":[80],"this":[81,115,143,240],"paper":[82,116,144],"proposes":[83,145],"method":[85,223,241],"maximize":[87],"community":[95,157],"based":[96,158],"on":[97,113,122,159],"probability":[99,137,161],"propagation":[100,138,162],"model.":[101,163],"Firstly,":[102],"according":[103],"relationship":[106],"their":[110],"records":[112],"projects,":[114],"quantifies":[117],"feedback":[119],"project":[124],"from":[125,244],"three":[126],"aspects":[127],"(i.e.":[128],"approve,":[129],"save":[130],"modify)":[132],"establishes":[134],"new":[136],"model":[139],"between":[140],"users.":[141],"Secondly,":[142],"an":[146],"algorithm(SIUF)":[147],"evaluate":[149],"users'":[150],"The":[164],"algorithm":[165],"fully":[166],"considers":[167],"behavior":[170],"community.":[175],"first":[178],"stage,":[179,193],"user's":[181],"own":[182],"activity":[183],"taken":[185,200],"initial":[188],"ranking.":[189],"second":[192],"neighbor":[197],"nodes":[198,208],"into":[201],"account,":[202],"SIUF":[205],"value":[206],"accumulated":[210],"while":[211],"rich":[213],"club":[214],"effect":[215],"weakened.":[217],"Finally,":[218],"proposed":[220],"theory":[221],"applied":[225],"GitHub,":[227],"typical":[229],"correctness":[236],"effectiveness":[238],"verified":[243],"spread":[246],"speed.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
