{"id":"https://openalex.org/W4383503479","doi":"https://doi.org/10.1109/tcss.2023.3284909","title":"A Greedy Monitoring Station Selection for Rumor Source Detection in Online Social Networks","display_name":"A Greedy Monitoring Station Selection for Rumor Source Detection in Online Social Networks","publication_year":2023,"publication_date":"2023-07-07","ids":{"openalex":"https://openalex.org/W4383503479","doi":"https://doi.org/10.1109/tcss.2023.3284909"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2023.3284909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3284909","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/A5101873437","display_name":"Rong Jin","orcid":"https://orcid.org/0000-0003-1789-236X"},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rong Jin","raw_affiliation_strings":["Department of Computer Science, College of Engineering and Computer Science, California State University, Fullerton, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1789-236X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Engineering and Computer Science, California State University, Fullerton, CA, USA","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064100841","display_name":"Priyanshi Garg","orcid":"https://orcid.org/0000-0003-1689-5227"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyanshi Garg","raw_affiliation_strings":["Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-1689-5227","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070037321","display_name":"Weili Wu","orcid":"https://orcid.org/0000-0001-8747-6340"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weili Wu","raw_affiliation_strings":["Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":"https://orcid.org/0000-0001-8747-6340","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062834800","display_name":"Qiufen Ni","orcid":"https://orcid.org/0000-0002-0462-9549"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiufen Ni","raw_affiliation_strings":["School of Computers, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0462-9549","affiliations":[{"raw_affiliation_string":"School of Computers, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052252218","display_name":"Rosanna E. Guadagno","orcid":"https://orcid.org/0000-0001-8247-5154"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Rosanna E. Guadagno","raw_affiliation_strings":["Department of Persuasive Information Systems, University of Oulu, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Persuasive Information Systems, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2811,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92273397,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"2644","last_page":"2655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9991999864578247,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rumor","display_name":"Rumor","score":0.8053596019744873},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6603409647941589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5728936195373535},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.5642136335372925},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.42796140909194946},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.376575231552124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2878464162349701},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15209224820137024},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13179996609687805}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.8053596019744873},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6603409647941589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5728936195373535},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.5642136335372925},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.42796140909194946},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.376575231552124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2878464162349701},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15209224820137024},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13179996609687805},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcss.2023.3284909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3284909","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"},{"id":"pmh:oai:oulu.fi:nbnfi-fe20230913124442","is_oa":false,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe20230913124442","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4926035482","display_name":null,"funder_award_id":"2021A1515110321","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G7784844501","display_name":"SPX: Collaborative Research: Enabling Efficient Computer Architectural and System Support for Next-Generation Network Function Virtualization","funder_award_id":"1822985","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7940503744","display_name":null,"funder_award_id":"62202109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8195422842","display_name":null,"funder_award_id":"2022A1515010611","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1508299658","https://openalex.org/W2015953751","https://openalex.org/W2024814977","https://openalex.org/W2061820396","https://openalex.org/W2094234423","https://openalex.org/W2099924198","https://openalex.org/W2103126699","https://openalex.org/W2111772797","https://openalex.org/W2150256170","https://openalex.org/W2289587777","https://openalex.org/W2294347342","https://openalex.org/W2295460761","https://openalex.org/W2330404741","https://openalex.org/W2479032158","https://openalex.org/W2528339895","https://openalex.org/W2543832644","https://openalex.org/W2559912070","https://openalex.org/W2739830103","https://openalex.org/W2897710815","https://openalex.org/W2907028664","https://openalex.org/W2996821993","https://openalex.org/W3023194939","https://openalex.org/W3127885387"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2372853429"],"abstract_inverted_index":{"In":[0],"monitoring":[1,33,54,78,140],"station":[2,34],"observation,":[3],"for":[4,147],"the":[5,20,32,40,71,81,91,100,119,131,148,154,158,171,191,203,206],"best":[6],"accuracy":[7],"of":[8,29,42,51,175],"rumor":[9,151],"source":[10,152],"detection,":[11],"it":[12],"is":[13,94,115,135,157,168,178],"important":[14],"to":[15,117],"deploy":[16,77],"monitors":[17],"appropriately":[18],"into":[19,80],"network.":[21],"There":[22],"are,":[23],"however,":[24],"a":[25,44,57,95,103,112,127,163],"very":[26],"limited":[27],"number":[28],"studies":[30],"on":[31,48,130],"selection.":[35],"This":[36],"article":[37],"will":[38],"study":[39],"problem":[41],"detecting":[43],"single":[45],"rumormonger":[46],"based":[47],"an":[49,65,86,145],"observation":[50],"selected":[52],"infection":[53,132,160],"stations":[55,79,121],"in":[56,64,162,170,190,199,202],"complete":[58],"snapshot":[59],"taken":[60],"at":[61],"some":[62],"time":[63],"online":[66],"social":[67],"network":[68,204],"(OSN)":[69],"following":[70],"independent":[72],"cascade":[73],"(IC)":[74],"model.":[75,208],"To":[76],"observed":[82],"network,":[83],"we":[84,142],"propose":[85],"influence-distance-based$k$-station":[87],"selection":[88,194],"method":[89,177,195],"where":[90],"influence":[92,107],"distance":[93],"conceptual":[96],"measurement":[97],"that":[98,102,144],"estimates":[99],"probability":[101],"rumor-infected":[104,124],"node":[105],"can":[106],"its":[108],"uninfected":[109],"neighbors.":[110],"Accordingly,":[111],"greedy":[113],"algorithm":[114],"developed":[116],"find":[118],"best$k$monitoring":[120],"among":[122],"all":[123],"nodes":[125],"with":[126],"2-approximation.":[128],"Based":[129],"path,":[133],"which":[134],"most":[136,200],"likely":[137],"toward":[138],"the$k$infection":[139],"stations,":[141],"derive":[143],"estimator":[146],"\u201cmost":[149],"like\u201d":[150],"under":[153,205],"IC":[155,207],"model":[156],"Jordan":[159],"center":[161],"graph.":[164],"Our":[165],"theoretical":[166],"analysis":[167],"presented":[169],"article.":[172],"The":[173],"effectiveness":[174],"our":[176],"verified":[179],"through":[180],"experiments":[181],"over":[182],"both":[183],"synthetic":[184],"and":[185],"real-world":[186],"datasets.":[187],"As":[188],"shown":[189],"results,":[192],"our$k$-station":[193],"outperforms":[196],"off-the-shelf":[197],"methods":[198],"cases":[201]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}