{"id":"https://openalex.org/W2969126167","doi":"https://doi.org/10.1109/uemcon.2018.8796519","title":"Exploiting Behavioral Differences to Detect Fake Ne","display_name":"Exploiting Behavioral Differences to Detect Fake Ne","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2969126167","doi":"https://doi.org/10.1109/uemcon.2018.8796519","mag":"2969126167"},"language":"en","primary_location":{"id":"doi:10.1109/uemcon.2018.8796519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon.2018.8796519","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th IEEE Annual Ubiquitous Computing, Electronics &amp; Mobile Communication Conference (UEMCON)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101508413","display_name":"Weiling Chen","orcid":"https://orcid.org/0000-0002-6969-2696"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weiling Chen","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084776531","display_name":"Chenyan Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chenyan Yang","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008850526","display_name":"Gibson Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gibson Cheng","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456301","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0002-7242-0819"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006146465","display_name":"Chai Kiat Yeo","orcid":"https://orcid.org/0000-0002-7618-1472"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chai Kiat Yeo","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113573780","display_name":"Chiew Tong Lau","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chiew Tong Lau","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062087243","display_name":"Bu\u2010Sung Lee","orcid":"https://orcid.org/0000-0001-7828-7900"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bu Sung Lee","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"879","last_page":"884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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":1.0,"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":0.9818999767303467,"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/T13718","display_name":"Media Influence and Politics","score":0.9589999914169312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5675932765007019}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5675932765007019}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uemcon.2018.8796519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon.2018.8796519","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th IEEE Annual Ubiquitous Computing, Electronics &amp; Mobile Communication Conference (UEMCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W623703487","https://openalex.org/W1526711923","https://openalex.org/W1727350781","https://openalex.org/W1964803690","https://openalex.org/W2111627794","https://openalex.org/W2164082612","https://openalex.org/W2201399812","https://openalex.org/W2498422630","https://openalex.org/W2559060008","https://openalex.org/W2577888896","https://openalex.org/W2620802085","https://openalex.org/W2744028198","https://openalex.org/W2790166049","https://openalex.org/W4244541774","https://openalex.org/W4247809301"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2766271392","https://openalex.org/W2350741829","https://openalex.org/W3004735627"],"abstract_inverted_index":{"Online":[0],"social":[1,55,138,181],"platforms":[2],"have":[3],"become":[4],"the":[5,17,59,62,69,73,169],"most":[6],"influential":[7],"media":[8,32,182],"and":[9,20,27,57,78,83,96,108,127,130,149],"their":[10],"impact":[11],"will":[12],"be":[13,165,176],"far":[14],"greater":[15],"in":[16,49,72,81,116],"highly":[18],"connected":[19],"super-efficient":[21],"smart":[22],"cities.":[23],"The":[24,140],"speed,":[25],"reach":[26],"sheer":[28],"volume":[29],"of":[30,61],"digital":[31],"pose":[33],"a":[34,50,124],"global":[35],"challenge":[36],"to":[37,46,67,88,112,135,152,167],"combat":[38],"fake":[39,76,114],"news.":[40],"There":[41],"is":[42,143],"an":[43,103],"urgent":[44],"need":[45],"build":[47],"resilience":[48],"post-truth":[51],"era.":[52],"Misinformation":[53],"gnaws":[54],"cohesion":[56],"erodes":[58],"trust":[60],"citizens.":[63],"This":[64,119],"study":[65],"seeks":[66],"identify":[68,153],"key":[70],"differences":[71],"traits":[74],"between":[75],"news":[77,115],"normal":[79],"information":[80],"tweets":[82],"present":[84],"two":[85,90],"case":[86],"studies":[87],"showcase":[89],"such":[91,154],"features,":[92],"namely,":[93],"user":[94],"sentiments":[95],"spread":[97],"pattern.":[98],"We":[99],"then":[100],"we":[101],"propose":[102],"AI-based":[104],"system":[105],"using":[106],"Autoencoder":[107],"Recurrent":[109],"Neural":[110],"Networks":[111],"detect":[113],"Sina":[117],"Weibo.":[118],"Proof-of-Concept":[120],"(POC)":[121],"can":[122,164,174],"achieve":[123],"reasonable":[125],"accuracy":[126],"F1":[128],"score":[129],"also":[131,175],"proves":[132],"its":[133],"applicability":[134],"other":[136,150],"online":[137],"platforms.":[139],"proposed":[141],"POC":[142],"especially":[144],"useful":[145],"for":[146,178],"governments,":[147],"companies":[148],"organizations":[151],"misinformation":[155],"as":[156,158],"early":[157],"possible":[159],"so":[160],"that":[161],"immediate":[162],"actions":[163],"taken":[166],"minimize":[168],"potential":[170],"negative":[171],"effect.":[172],"It":[173],"deployed":[177],"use":[179],"by":[180],"platform":[183],"users.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
