{"id":"https://openalex.org/W3212591930","doi":"https://doi.org/10.1145/3511808.3557394","title":"Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information","display_name":"Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W3212591930","doi":"https://doi.org/10.1145/3511808.3557394","mag":"3212591930"},"language":"en","primary_location":{"id":"doi:10.1145/3511808.3557394","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557394","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","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/A5100763243","display_name":"Jian Cui","orcid":"https://orcid.org/0000-0002-5212-0501"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jian Cui","raw_affiliation_strings":["S2W Inc., Seongnam, South Korea"],"affiliations":[{"raw_affiliation_string":"S2W Inc., Seongnam, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053304614","display_name":"Kwanwoo Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kwanwoo Kim","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020454074","display_name":"Seung Ho Na","orcid":"https://orcid.org/0000-0003-0908-1233"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung Ho Na","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084473174","display_name":"Seungwon Shin","orcid":"https://orcid.org/0000-0002-1077-5606"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungwon Shin","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100763243"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3157,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97005113,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"334"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7971549034118652},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6865488290786743},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.626230001449585},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5749369263648987},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5134862065315247},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3748399019241333},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36054378747940063},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.19199848175048828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7971549034118652},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6865488290786743},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.626230001449585},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5749369263648987},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5134862065315247},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3748399019241333},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36054378747940063},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.19199848175048828},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3511808.3557394","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557394","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1507075132","https://openalex.org/W1924770834","https://openalex.org/W2032897813","https://openalex.org/W2084591134","https://openalex.org/W2124637344","https://openalex.org/W2131744502","https://openalex.org/W2187089797","https://openalex.org/W2283196293","https://openalex.org/W2410465342","https://openalex.org/W2577888896","https://openalex.org/W2593408211","https://openalex.org/W2604314403","https://openalex.org/W2624431344","https://openalex.org/W2728059831","https://openalex.org/W2763572884","https://openalex.org/W2809476703","https://openalex.org/W2891453035","https://openalex.org/W2904008843","https://openalex.org/W2906971970","https://openalex.org/W2909137510","https://openalex.org/W2911286998","https://openalex.org/W2912305564","https://openalex.org/W2915177913","https://openalex.org/W2950577311","https://openalex.org/W2962756421","https://openalex.org/W2963968475","https://openalex.org/W2964116313","https://openalex.org/W2965857891","https://openalex.org/W2997128522","https://openalex.org/W3000155280","https://openalex.org/W3003836855","https://openalex.org/W3004507689","https://openalex.org/W3037764355","https://openalex.org/W3038570070","https://openalex.org/W3049697419","https://openalex.org/W3070920170","https://openalex.org/W3081942662","https://openalex.org/W3098829544","https://openalex.org/W3101890897","https://openalex.org/W3103513278","https://openalex.org/W3128497535","https://openalex.org/W3152711910","https://openalex.org/W3156558703","https://openalex.org/W4288079542","https://openalex.org/W6977394577"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2062195135","https://openalex.org/W1977056376","https://openalex.org/W1990545028","https://openalex.org/W4312622923","https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2795079307","https://openalex.org/W2048368023","https://openalex.org/W2735469505"],"abstract_inverted_index":{"Fake":[0],"news,":[1,8,32],"false":[2],"or":[3,22],"misleading":[4],"information":[5,48,70,74,93,100,104,129,169,185],"presented":[6],"as":[7,19,57],"has":[9],"a":[10,146,156],"significant":[11,200],"impact":[12],"on":[13],"many":[14],"aspects":[15],"of":[16,30,75,81,105,186],"society,":[17],"such":[18,56],"in":[20,67,135],"politics":[21],"healthcare":[23],"domains.":[24],"Due":[25],"to":[26,39,51,96,110,132,163,181,195],"the":[27,40,58,72,183],"deceiving":[28],"nature":[29],"fake":[31,53,148,205],"applying":[33],"Natural":[34],"Language":[35],"Processing":[36],"(NLP)":[37],"techniques":[38],"news":[41,54,121,149,191,206],"content":[42],"alone":[43],"is":[44,49,94,108,130],"insufficient.":[45],"Therefore,":[46],"more":[47],"required":[50],"improve":[52],"detection,":[55],"multi-level":[59,90,115,124,166],"social":[60,68,91,116,125,167],"context":[61,92,117,126,168],"(news":[62],"publishers":[63],"and":[64,71,119,127,178,189],"engaged":[65],"users":[66],"media)":[69],"temporal":[73,103,128,184],"user":[76,106,187],"engagement.":[77],"The":[78],"proper":[79],"usage":[80],"this":[82],"information,":[83,118],"however,":[84],"introduces":[85],"three":[86,142],"chronic":[87],"difficulties:":[88],"1)":[89],"hard":[95,109,131],"be":[97,111,133],"used":[98,112],"without":[99,170],"loss,":[101],"2)":[102],"engagement":[107,188],"along":[113],"with":[114,123],"3)":[120],"representation":[122,192],"learned":[134],"an":[136],"end-to-end":[137],"manner.":[138],"To":[139],"overcome":[140],"all":[141],"difficulties,":[143],"we":[144],"propose":[145,174],"novel":[147],"detection":[150,207],"framework,":[151],"Hetero-SCAN.":[152],"We":[153,172],"use":[154],"Meta-Path,":[155],"composite":[157],"relation":[158],"connecting":[159],"two":[160],"node":[161],"types,":[162],"extract":[164],"meaningful":[165],"loss.":[171],"then":[173],"Meta-Path":[175],"instance":[176],"encoding":[177],"aggregation":[179],"methods":[180],"capture":[182],"learn":[190],"end-to-end.":[193],"According":[194],"our":[196],"experiment,":[197],"Hetero-SCAN":[198],"yields":[199],"performance":[201],"improvement":[202],"over":[203],"state-of-the-art":[204],"methods.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}