{"id":"https://openalex.org/W4389169173","doi":"https://doi.org/10.1109/tifs.2023.3338423","title":"Diffusion Containment in Complex Networks Through Collective Influence of Connections","display_name":"Diffusion Containment in Complex Networks Through Collective Influence of Connections","publication_year":2023,"publication_date":"2023-11-30","ids":{"openalex":"https://openalex.org/W4389169173","doi":"https://doi.org/10.1109/tifs.2023.3338423"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2023.3338423","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3338423","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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/A5078616777","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0001-7604-8279"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-7604-8279","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026462213","display_name":"Guangbo Liang","orcid":"https://orcid.org/0009-0001-2030-9406"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangbo Liang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0001-2030-9406","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442261","display_name":"Xi Wang","orcid":"https://orcid.org/0000-0002-5218-2761"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["HK","US"],"is_corresponding":false,"raw_author_name":"Xi Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China","Department of Radiation Oncology, School of Medicine, Stanford University, Palo Alto, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5218-2761","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Radiation Oncology, School of Medicine, Stanford University, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038915198","display_name":"Peican Zhu","orcid":"https://orcid.org/0000-0002-8389-1093"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peican Zhu","raw_affiliation_strings":["School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-8389-1093","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100422377","display_name":"Zhen Wang","orcid":"https://orcid.org/0000-0002-8182-2852"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wang","raw_affiliation_strings":["School of Artificial Intelligence, Optics and Electronics (iOPEN) and the School of Cybersecurity, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-8182-2852","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Optics and Electronics (iOPEN) and the School of Cybersecurity, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2345,"currency":"USD","value_usd":2345},"apc_paid":null,"fwci":4.5833,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.95499828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"19","issue":null,"first_page":"1510","last_page":"1524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9969000220298767,"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/T10410","display_name":"COVID-19 epidemiological studies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7529259324073792},{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.624609112739563},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5826596617698669},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5235859155654907},{"id":"https://openalex.org/keywords/giant-component","display_name":"Giant component","score":0.5152747631072998},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.49596795439720154},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45821231603622437},{"id":"https://openalex.org/keywords/rumor","display_name":"Rumor","score":0.44218480587005615},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4347209334373474},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.41931796073913574},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.41858041286468506},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31246939301490784},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.29426151514053345},{"id":"https://openalex.org/keywords/random-graph","display_name":"Random graph","score":0.18887269496917725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18071117997169495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16945165395736694},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.13146203756332397},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.12704110145568848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7529259324073792},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.624609112739563},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5826596617698669},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5235859155654907},{"id":"https://openalex.org/C148818006","wikidata":"https://www.wikidata.org/wiki/Q4137985","display_name":"Giant component","level":4,"score":0.5152747631072998},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.49596795439720154},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45821231603622437},{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.44218480587005615},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4347209334373474},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.41931796073913574},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.41858041286468506},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31246939301490784},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29426151514053345},{"id":"https://openalex.org/C47458327","wikidata":"https://www.wikidata.org/wiki/Q910404","display_name":"Random graph","level":3,"score":0.18887269496917725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18071117997169495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16945165395736694},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.13146203756332397},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.12704110145568848},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tifs.2023.3338423","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3338423","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-148351","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-148351","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8299999833106995,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G192882225","display_name":null,"funder_award_id":"U22B2036","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2651371037","display_name":null,"funder_award_id":"62203363","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2703680814","display_name":null,"funder_award_id":"62261136549","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3794980888","display_name":"\u6570\u636e\u9a71\u52a8\u7684\u884c\u4e3a\u51b3\u7b56\u7406\u8bba\u3001\u5b9e\u9a8c\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"11931015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3798114921","display_name":null,"funder_award_id":"171105","funder_id":"https://openalex.org/F4320334945","funder_display_name":"Fok Ying Tong Education Foundation"},{"id":"https://openalex.org/G3914601828","display_name":null,"funder_award_id":"D5000220090","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4425697385","display_name":null,"funder_award_id":"62073263","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4668225214","display_name":null,"funder_award_id":"62025602","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G7900653507","display_name":null,"funder_award_id":"2022KW-26","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G8487514493","display_name":null,"funder_award_id":"D5000230112","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334945","display_name":"Fok Ying Tong Education Foundation","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W1495750374","https://openalex.org/W1607079589","https://openalex.org/W1931400479","https://openalex.org/W1967385589","https://openalex.org/W1975999171","https://openalex.org/W1979513221","https://openalex.org/W1989400610","https://openalex.org/W1995698352","https://openalex.org/W2001645987","https://openalex.org/W2002396510","https://openalex.org/W2008620264","https://openalex.org/W2015883850","https://openalex.org/W2025550035","https://openalex.org/W2031997083","https://openalex.org/W2034413844","https://openalex.org/W2040956707","https://openalex.org/W2044881936","https://openalex.org/W2050401089","https://openalex.org/W2058198436","https://openalex.org/W2061820396","https://openalex.org/W2065769502","https://openalex.org/W2080397156","https://openalex.org/W2084862036","https://openalex.org/W2093333368","https://openalex.org/W2095403663","https://openalex.org/W2102626870","https://openalex.org/W2110953678","https://openalex.org/W2111708605","https://openalex.org/W2112090702","https://openalex.org/W2146591355","https://openalex.org/W2166022262","https://openalex.org/W2166996117","https://openalex.org/W2294347342","https://openalex.org/W2298724475","https://openalex.org/W2470757901","https://openalex.org/W2493103841","https://openalex.org/W2515822818","https://openalex.org/W2572289316","https://openalex.org/W2736981072","https://openalex.org/W2782195772","https://openalex.org/W2790166049","https://openalex.org/W2796973824","https://openalex.org/W2884496306","https://openalex.org/W2890292748","https://openalex.org/W2902116723","https://openalex.org/W2914556824","https://openalex.org/W2915495724","https://openalex.org/W2952557143","https://openalex.org/W2970408137","https://openalex.org/W3000238994","https://openalex.org/W3004594854","https://openalex.org/W3028110392","https://openalex.org/W3036481069","https://openalex.org/W3037500537","https://openalex.org/W3049488969","https://openalex.org/W3093950217","https://openalex.org/W3103143917","https://openalex.org/W3103657871","https://openalex.org/W3105543758","https://openalex.org/W3120787907","https://openalex.org/W3122998099","https://openalex.org/W3165740926","https://openalex.org/W4232634885","https://openalex.org/W4235019172","https://openalex.org/W4285678823","https://openalex.org/W4288079542","https://openalex.org/W4301166652","https://openalex.org/W4310130606","https://openalex.org/W4312512934","https://openalex.org/W4319990447","https://openalex.org/W4324116378","https://openalex.org/W4368232640","https://openalex.org/W4372342544","https://openalex.org/W4387624031","https://openalex.org/W6606406289","https://openalex.org/W6750787382"],"related_works":["https://openalex.org/W2034855226","https://openalex.org/W2134944835","https://openalex.org/W2046367834","https://openalex.org/W2954128454","https://openalex.org/W2898940193","https://openalex.org/W1848393892","https://openalex.org/W2088465434","https://openalex.org/W1967385589","https://openalex.org/W2024982571","https://openalex.org/W2243159291"],"abstract_inverted_index":{"We":[0,109,141,193,209],"study":[1],"the":[2,21,27,35,41,57,60,77,101,114,130,143,154,157,163,168,196,201,212,223,241,252,267],"containment":[3],"of":[4,23,29,45,59,95,103,145,159,162,198,203,214,225,230,234],"diffusion":[5,249],"in":[6,17,88,200,218,237],"a":[7,46,67,219,248,258,264],"network":[8,36,47,115],"immunization":[9,37,105,269],"perspective,":[10],"whose":[11,97],"solution":[12],"also":[13,194],"plays":[14],"fundamental":[15],"roles":[16],"scenarios":[18],"such":[19],"as":[20,50,53],"inference":[22],"rumor":[24],"sources":[25],"and":[26,74,85,119,121,134,206,232],"control":[28],"malicious":[30],"viral":[31],"marketings.":[32],"In":[33],"general,":[34],"aims":[38],"to":[39,251],"suppress":[40,247],"giant":[42],"connected":[43,165],"component":[44],"by":[48,65,147,166,188,222],"removing":[49,80],"fewer":[51],"nodes":[52,164],"possible,":[54],"so":[55],"that":[56,73,79,113,180,211],"intervention":[58],"transmission":[61],"could":[62,99,182],"be":[63,83,217],"achieved":[64],"only":[66],"few":[68],"resources.":[69],"Here,":[70],"rather":[71],"than":[72],"based":[75,128,152],"on":[76,129,153,174],"fact":[78],"edges":[81,96],"might":[82],"cheaper":[84],"more":[86,107,245],"applicable":[87],"some":[89],"scenarios,":[90],"we":[91],"investigate":[92],"which":[93],"group":[94],"removal":[98],"boost":[100],"performance":[102,144,197,213],"an":[104],"strategy":[106],"effectively.":[108],"consider":[110],"both":[111],"cases":[112],"topology":[116],"is":[117,261,270],"known":[118],"unknown,":[120],"thus":[122],"two":[123],"approaches":[124],"are":[125],"accordingly":[126],"developed":[127,242],"Edge":[131],"RelationShip":[132],"(ERS)":[133],"Explosive":[135],"Percolation":[136],"over":[137,175],"Partial":[138],"(EPP)":[139],"information.":[140],"evaluate":[142],"ERS":[146,181],"comparing":[148],"it":[149],"with":[150,266],"strategies":[151],"edge":[155],"betweenness,":[156],"product":[158],"eigenvector":[160],"centralities":[161],"edges,":[167],"epidemic":[169],"link":[170],"equations,":[171],"etc.":[172],"Results":[173],"30":[176],"real":[177],"networks":[178],"show":[179],"effectively":[183,246],"acquire":[184],"far":[185],"better":[186],"solutions":[187],"much":[189],"less":[190],"computing":[191],"time.":[192],"demonstrate":[195],"EPP":[199,215],"circumstances":[202],"decentralized,":[204],"centralized,":[205],"delayed":[207],"cases.":[208],"find":[210],"would":[216],"degree":[220],"degraded":[221],"uncertainty":[224],"inferences":[226],"from":[227],"individuals,":[228],"inaccuracy":[229],"predictions,":[231],"delay":[233],"reactions.":[235],"But":[236],"almost":[238],"all":[239],"cases,":[240],"approach":[243],"can":[244],"compared":[250],"currently":[253],"random":[254],"strategy,":[255],"especially":[256],"when":[257],"tough":[259],"restriction":[260],"needed":[262],"or":[263],"combination":[265],"acquaintance":[268],"conducted.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":11}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}