{"id":"https://openalex.org/W4412197313","doi":"https://doi.org/10.1145/3725899.3725914","title":"Energy Propagation-based Rumor Suppression on Complex Social Networks","display_name":"Energy Propagation-based Rumor Suppression on Complex Social Networks","publication_year":2025,"publication_date":"2025-01-10","ids":{"openalex":"https://openalex.org/W4412197313","doi":"https://doi.org/10.1145/3725899.3725914"},"language":"en","primary_location":{"id":"doi:10.1145/3725899.3725914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3725899.3725914","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3725899.3725914","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 8th International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3725899.3725914","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104167607","display_name":"Y. M. Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yujiang Ma","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0007-7879-310X","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040004253","display_name":"Ruiting Dai","orcid":"https://orcid.org/0000-0002-8944-6759"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiting Dai","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-8944-6759","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070150374","display_name":"Ke Qin","orcid":"https://orcid.org/0000-0001-6174-3877"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Qin","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6174-3877","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5104167607"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22213251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"95","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9983999729156494,"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":0.9983999729156494,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9979000091552734,"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":0.996999979019165,"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":0.8309792876243591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49999332427978516},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.44256168603897095},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.38435056805610657},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3549259603023529},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.25939780473709106},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.15269562602043152},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.07970336079597473}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.8309792876243591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49999332427978516},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.44256168603897095},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38435056805610657},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3549259603023529},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.25939780473709106},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15269562602043152},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.07970336079597473},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3725899.3725914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3725899.3725914","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3725899.3725914","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 8th International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3725899.3725914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3725899.3725914","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3725899.3725914","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 8th International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412197313.pdf","grobid_xml":"https://content.openalex.org/works/W4412197313.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2741930413","https://openalex.org/W2765279419","https://openalex.org/W2951907455","https://openalex.org/W3019863923","https://openalex.org/W3025376147","https://openalex.org/W3198619397","https://openalex.org/W4291474301","https://openalex.org/W4382791533","https://openalex.org/W6826995673"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2372853429","https://openalex.org/W2793319716","https://openalex.org/W3110636174","https://openalex.org/W4210503589","https://openalex.org/W2908713064","https://openalex.org/W2810386322","https://openalex.org/W2801267666"],"abstract_inverted_index":{"The":[0,189],"rapid":[1],"development":[2],"of":[3,14,36,97,176],"social":[4,66,131,138],"networks":[5,88],"has":[6,196],"engendered":[7],"an":[8,55,80,102],"exponential":[9],"surge":[10],"in":[11],"the":[12,24,34,95,160,174,180,186,193,203],"spread":[13],"online":[15],"rumors,":[16],"thereby":[17],"intensifying":[18],"societal":[19],"implications":[20],"and":[21,26,50,111,154],"gravely":[22],"jeopardizing":[23],"stability":[25],"harmony":[27],"within":[28],"our":[29,98,194],"society.":[30],"To":[31,94],"effectively":[32,155],"mitigate":[33],"extent":[35],"rumor":[37,48,152,199],"dissemination,":[38],"we":[39,53,143],"present":[40],"a":[41,71,145,197],"novel":[42],"two-stage":[43],"approach":[44],"that":[45,192],"encompasses":[46],"both":[47,108],"identification":[49],"suppression.":[51],"Firstly,":[52],"construct":[54],"end-to-end":[56],"model":[57,115],"to":[58,114,149,184],"learn":[59],"users'":[60],"latent":[61],"feature":[62],"representation":[63],"for":[64,105,130],"predicting":[65],"propagation":[67,75,133],"energy.":[68],"We":[69,171],"identify":[70],"provably":[72],"effective":[73],"high":[74],"node":[76],"discriminator":[77],"based":[78],"on":[79,122,137,167],"energy":[81,117],"function":[82],"directly":[83],"extracted":[84],"from":[85],"graph":[86],"neural":[87],"trained":[89],"with":[90,179],"standard":[91],"classification":[92,147],"loss.":[93],"best":[96],"knowledge,":[99],"this":[100],"is":[101,163],"under-explored":[103],"work":[104],"it":[106],"incorporate":[107],"network":[109,139,148],"structures":[110],"user-specific":[112],"features":[113],"dynamic":[116],"characteristics":[118],"while":[119],"current":[120],"works":[121],"energy-based":[123],"modeling":[124],"as":[125,127],"well":[126],"its":[128],"application":[129],"information":[132],"are":[134],"mostly":[135],"focused":[136],"static":[140],"characteristics.":[141],"Secondly,":[142],"leverage":[144],"text":[146],"discern":[150],"potential":[151],"nodes":[153],"curtail":[156],"their":[157],"dissemination.":[158],"Finally,":[159],"proposed":[161],"method":[162,195],"verified":[164],"by":[165],"experiments":[166],"three":[168],"realworld":[169],"datasets.":[170],"have":[172],"obtained":[173],"improvement":[175],"8%":[177],"compared":[178],"commonly":[181],"used":[182],"rumors":[183],"suppress":[185],"data":[187],"set.":[188],"results":[190],"show":[191],"better":[198],"suppression":[200],"effect":[201],"than":[202],"similar":[204],"correlation":[205],"algorithms.":[206]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
