{"id":"https://openalex.org/W4407783858","doi":"https://doi.org/10.1109/comsnets63942.2025.10885610","title":"Unmasking Rumors on Social Media by Combining Affective Patterns Flow with User Behaviors","display_name":"Unmasking Rumors on Social Media by Combining Affective Patterns Flow with User Behaviors","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4407783858","doi":"https://doi.org/10.1109/comsnets63942.2025.10885610"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets63942.2025.10885610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-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/A5088934489","display_name":"Asimul Haque","orcid":"https://orcid.org/0009-0003-6925-0841"},"institutions":[{"id":"https://openalex.org/I90425906","display_name":"South Asian University","ror":"https://ror.org/02kjyst95","country_code":"IN","type":"education","lineage":["https://openalex.org/I90425906"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Asimul Haque","raw_affiliation_strings":["South Asian University,Department of Computer Science,New Delhi,India"],"affiliations":[{"raw_affiliation_string":"South Asian University,Department of Computer Science,New Delhi,India","institution_ids":["https://openalex.org/I90425906"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079913042","display_name":"Muhammad Abulaish","orcid":"https://orcid.org/0000-0003-3387-4743"},"institutions":[{"id":"https://openalex.org/I90425906","display_name":"South Asian University","ror":"https://ror.org/02kjyst95","country_code":"IN","type":"education","lineage":["https://openalex.org/I90425906"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Muhammad Abulaish","raw_affiliation_strings":["South Asian University,Department of Computer Science,New Delhi,India"],"affiliations":[{"raw_affiliation_string":"South Asian University,Department of Computer Science,New Delhi,India","institution_ids":["https://openalex.org/I90425906"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088934489"],"corresponding_institution_ids":["https://openalex.org/I90425906"],"apc_list":null,"apc_paid":null,"fwci":1.2084,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76647508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.995199978351593,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.995199978351593,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9940999746322632,"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":0.9868999719619751,"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/social-media","display_name":"Social media","score":0.6850587725639343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5885660648345947},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46404924988746643},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4568910598754883},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.38747870922088623},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3816032409667969},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34013426303863525},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26997676491737366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0776059627532959}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6850587725639343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5885660648345947},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46404924988746643},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4568910598754883},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.38747870922088623},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3816032409667969},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34013426303863525},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26997676491737366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0776059627532959},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets63942.2025.10885610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1968553637","https://openalex.org/W2040467972","https://openalex.org/W2091084672","https://openalex.org/W2119432837","https://openalex.org/W2352058509","https://openalex.org/W2582561810","https://openalex.org/W2737907513","https://openalex.org/W2742144412","https://openalex.org/W2790166049","https://openalex.org/W2911668186","https://openalex.org/W2911735741","https://openalex.org/W3000155280","https://openalex.org/W3083942635","https://openalex.org/W3128894728","https://openalex.org/W3152857499","https://openalex.org/W3193384137","https://openalex.org/W4206085151","https://openalex.org/W4288079542","https://openalex.org/W4391751718","https://openalex.org/W4392637252","https://openalex.org/W6695131652","https://openalex.org/W6731741027"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4312622923","https://openalex.org/W1977056376","https://openalex.org/W2728430307","https://openalex.org/W1990545028","https://openalex.org/W2107786128","https://openalex.org/W2735469505","https://openalex.org/W2048368023","https://openalex.org/W2484264353","https://openalex.org/W4237944947"],"abstract_inverted_index":{"Social":[0],"media,":[1,108],"a":[2,10,31,59,85,89,95,114],"platform":[3],"for":[4,47,80,186],"rapid":[5],"information":[6,104,129],"dissemination,":[7],"has":[8,28],"undergone":[9],"significant":[11],"shift.":[12],"Its":[13],"users":[14],"are":[15],"no":[16],"longer":[17],"passive":[18],"recipients":[19],"but":[20],"active":[21],"creators":[22],"of":[23,38,52,56,65,74,155],"content.":[24],"This":[25,92],"paradigm":[26],"shift":[27],"led":[29],"to":[30,62,123,150,176],"surge":[32],"in":[33],"the":[34,45,48,63,66,77,125,152,156,169],"quantity":[35],"and":[36,43,50,88,102,113,127,141,145,158,174,179],"diversity":[37],"information,":[39,144],"reducing":[40],"their":[41,81,159],"credibility":[42],"paving":[44],"way":[46],"production":[49],"spread":[51],"rumors.":[53],"The":[54,71,163],"prevalence":[55],"rumors":[57,75,137],"poses":[58],"severe":[60],"threat":[61],"trustworthiness":[64],"entire":[67],"social":[68,107,132,190],"media":[69],"ecosystem.":[70],"adverse":[72],"impact":[73],"underscores":[76],"urgent":[78],"need":[79],"detection,":[82],"making":[83],"it":[84],"pressing":[86],"concern":[87],"crucial":[90],"requirement.":[91],"paper":[93],"introduces":[94],"rumor":[96,187],"detection":[97,188],"approach":[98,165],"that":[99],"combines":[100],"affective":[101,126,161],"psycholinguistic":[103,128],"flow":[105,130],"on":[106,131,189],"user":[109],"attributes,":[110],"propagation":[111,142],"structures,":[112],"word":[115],"embedding":[116,149],"model.":[117],"It":[118,134],"leverages":[119],"external":[120],"lexicon-based":[121],"knowledge":[122],"extract":[124],"media.":[133,191],"entails":[135],"detecting":[136],"utilizing":[138],"users\u2019":[139],"profiles":[140],"structure":[143],"uses":[146],"word-level":[147],"GloVe":[148],"preserve":[151],"semantic":[153],"relations":[154],"posts":[157],"underlying":[160],"information.":[162],"proposed":[164],"is":[166],"evaluated":[167],"over":[168],"publicly":[170],"available":[171],"${\\text{Twitter}}/\\mathbb{X}$":[172],"dataset":[173],"compared":[175],"eight":[177],"baselines":[178],"state-of-the-art":[180],"approaches,":[181],"demonstrating":[182],"substantially":[183],"remarkable":[184],"performance":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}