{"id":"https://openalex.org/W4289537189","doi":"https://doi.org/10.1109/tcss.2022.3193583","title":"Network Dynamic GCN Influence Maximization Algorithm With Leader Fake Labeling Mechanism","display_name":"Network Dynamic GCN Influence Maximization Algorithm With Leader Fake Labeling Mechanism","publication_year":2022,"publication_date":"2022-08-02","ids":{"openalex":"https://openalex.org/W4289537189","doi":"https://doi.org/10.1109/tcss.2022.3193583"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3193583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3193583","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","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/A5078107389","display_name":"Cai Zhang","orcid":"https://orcid.org/0000-0002-7115-896X"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cai Zhang","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7115-896X","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367608","display_name":"Weimin Li","orcid":"https://orcid.org/0000-0001-9803-2745"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Li","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9803-2745","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020406970","display_name":"Dingmei Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingmei Wei","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091179119","display_name":"Yanxia Liu","orcid":"https://orcid.org/0000-0003-0884-864X"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxia Liu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0884-864X","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003397380","display_name":"Zheng Li","orcid":"https://orcid.org/0000-0003-1795-6079"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1795-6079","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078107389"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":null,"apc_paid":null,"fwci":7.0096,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.97892079,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"10","issue":"6","first_page":"3361","last_page":"3369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9995999932289124,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9869999885559082,"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":0.7539709806442261},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.725792646408081},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6080432534217834},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.5437511205673218},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.47402316331863403},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4726856052875519},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4641823172569275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4640309810638428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41473034024238586},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3783969581127167},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26583433151245117},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.17376390099525452},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13271144032478333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7539709806442261},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.725792646408081},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6080432534217834},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.5437511205673218},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.47402316331863403},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4726856052875519},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4641823172569275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4640309810638428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41473034024238586},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3783969581127167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26583433151245117},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.17376390099525452},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13271144032478333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2022.3193583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3193583","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5329412044","display_name":null,"funder_award_id":"2017YFE0117500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320325553","display_name":"Shanghai University","ror":"https://ror.org/006teas31"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1662382123","https://openalex.org/W1984069252","https://openalex.org/W1996118086","https://openalex.org/W2042123098","https://openalex.org/W2061820396","https://openalex.org/W2101491865","https://openalex.org/W2154851992","https://openalex.org/W2398784425","https://openalex.org/W2765386553","https://openalex.org/W2792522996","https://openalex.org/W2885215505","https://openalex.org/W2895875956","https://openalex.org/W2906825487","https://openalex.org/W2911650965","https://openalex.org/W2913236487","https://openalex.org/W2913340891","https://openalex.org/W2915076169","https://openalex.org/W2948314464","https://openalex.org/W2952129680","https://openalex.org/W2955290266","https://openalex.org/W2956633086","https://openalex.org/W2962756421","https://openalex.org/W2963017945","https://openalex.org/W2963252889","https://openalex.org/W2964015378","https://openalex.org/W2966221539","https://openalex.org/W2971126534","https://openalex.org/W2996079033","https://openalex.org/W3000881061","https://openalex.org/W3006978394","https://openalex.org/W3013573132","https://openalex.org/W3035937838","https://openalex.org/W3104097132","https://openalex.org/W3109824650","https://openalex.org/W3123270512","https://openalex.org/W4288364202","https://openalex.org/W6636510571","https://openalex.org/W6637178625","https://openalex.org/W6726873649","https://openalex.org/W6761964999"],"related_works":["https://openalex.org/W2902193799","https://openalex.org/W2046658895","https://openalex.org/W2269573953","https://openalex.org/W2465338762","https://openalex.org/W2939506735","https://openalex.org/W2770232349","https://openalex.org/W2729460574","https://openalex.org/W2558516130","https://openalex.org/W4289866588","https://openalex.org/W4281766472"],"abstract_inverted_index":{"Influence":[0],"maximization":[1,27,75,94,218],"is":[2,169],"an":[3],"important":[4],"technique":[5],"for":[6,25,91,157,202],"its":[7],"significant":[8],"value":[9],"on":[10,78,165],"various":[11],"social":[12,55],"network":[13,40,71,88,99,111,126],"applications,":[14],"such":[15,32],"as":[16,33],"viral":[17],"marketing,":[18],"advertisement,":[19],"and":[20,36,190],"recommendation.":[21],"Traditional":[22],"heuristic":[23,67,162,216],"algorithms":[24],"influence":[26,74,93,136,217],"suffer":[28],"from":[29],"different":[30,110],"issues,":[31],"accuracy":[34],"descent":[35],"information":[37,53,90],"loss":[38],"during":[39],"exploration.":[41],"Besides,":[42],"recently":[43],"proposed":[44],"deep":[45],"learning-based":[46],"approaches":[47],"cannot":[48],"extract":[49],"the":[50,70,79,86,92,125,128,133,166,178,191,207],"in-depth":[51,87],"structural":[52],"of":[54,60,109,135,209],"networks":[56],"well.":[57],"In":[58],"light":[59],"these":[61],"problems,":[62],"we":[63,96,138],"propose":[64],"a":[65,98,140,161,199],"novel":[66],"method":[68,163],"called":[69],"dynamic":[72,100],"GCN":[73,101],"algorithm":[76,197],"based":[77,164],"leader":[80,141],"fake":[81,142],"labeling":[82,143],"mechanism.":[83],"To":[84],"exploit":[85],"topology":[89],"task,":[95],"design":[97],"that":[102,119,150,195],"owns":[103],"adaptive":[104],"layer":[105],"numbers":[106],"in":[107,124,187],"terms":[108],"scales":[112],"to":[113,132,145,153,171],"obtain":[114],"node":[115,148,180],"representations.":[116,181],"Then,":[117],"considering":[118],"there":[120],"are":[121,130,151,185],"few":[122],"labels":[123,129,149],"or":[127],"irrelevant":[131],"task":[134],"maximization,":[137],"establish":[139],"mechanism":[144],"automatically":[146],"generate":[147],"helpful":[152],"seed":[154,175,203],"nodes":[155,176],"selecting":[156],"model":[158],"training.":[159],"Finally,":[160],"Mahalanobis":[167],"distance":[168],"developed":[170],"quickly":[172],"select":[173],"influential":[174],"with":[177,213],"learned":[179],"Three":[182],"real-world":[183],"datasets":[184],"used":[186],"our":[188,196],"experiments,":[189],"experimental":[192],"results":[193],"demonstrate":[194],"has":[198],"better":[200],"performance":[201],"set":[204],"identification":[205],"under":[206],"premise":[208],"high":[210],"efficiency":[211],"compared":[212],"some":[214],"latest":[215],"algorithms.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
