{"id":"https://openalex.org/W2618148609","doi":"https://doi.org/10.1145/3078971.3078979","title":"Learning to Detect Misleading Content on Twitter","display_name":"Learning to Detect Misleading Content on Twitter","publication_year":2017,"publication_date":"2017-05-25","ids":{"openalex":"https://openalex.org/W2618148609","doi":"https://doi.org/10.1145/3078971.3078979","mag":"2618148609"},"language":"en","primary_location":{"id":"doi:10.1145/3078971.3078979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3078971.3078979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval","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/A5036381945","display_name":"Christina Boididou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christina Boididou","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013616365","display_name":"Symeon Papadopoulos","orcid":"https://orcid.org/0000-0002-5441-7341"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Symeon Papadopoulos","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023141507","display_name":"Lazaros Apostolidis","orcid":"https://orcid.org/0000-0003-4379-6099"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazaros Apostolidis","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084122016","display_name":"Ioannis Kompatsiaris","orcid":"https://orcid.org/0000-0001-6447-9020"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yiannis Kompatsiaris","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210134249"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"278","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9950000047683716,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8589838743209839},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.7086610794067383},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6589689254760742},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6449244618415833},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5940637588500977},{"id":"https://openalex.org/keywords/web-content","display_name":"Web content","score":0.48222529888153076},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4720231890678406},{"id":"https://openalex.org/keywords/content-adaptation","display_name":"Content adaptation","score":0.4365927278995514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4240756332874298},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3573206663131714},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.3346179127693176},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3229452073574066},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.300535649061203},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.20864510536193848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8589838743209839},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.7086610794067383},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6589689254760742},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6449244618415833},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5940637588500977},{"id":"https://openalex.org/C2776324614","wikidata":"https://www.wikidata.org/wiki/Q3948731","display_name":"Web content","level":3,"score":0.48222529888153076},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4720231890678406},{"id":"https://openalex.org/C2776987467","wikidata":"https://www.wikidata.org/wiki/Q5165073","display_name":"Content adaptation","level":3,"score":0.4365927278995514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4240756332874298},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3573206663131714},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.3346179127693176},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3229452073574066},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.300535649061203},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.20864510536193848},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3078971.3078979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3078971.3078979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G2422533327","display_name":null,"funder_award_id":"610928, 687786","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4160921189","display_name":"In Video Veritas \u2013 Verification of Social Media Video Content for the News Industry","funder_award_id":"687786","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8276234594","display_name":"REVEALing hidden concepts in Social Media","funder_award_id":"610928","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W939190374","https://openalex.org/W1796766288","https://openalex.org/W1963610588","https://openalex.org/W1971494700","https://openalex.org/W1983849556","https://openalex.org/W1999609000","https://openalex.org/W2013576116","https://openalex.org/W2025881384","https://openalex.org/W2065928620","https://openalex.org/W2072163339","https://openalex.org/W2084591134","https://openalex.org/W2093512257","https://openalex.org/W2097606805","https://openalex.org/W2100974526","https://openalex.org/W2107541186","https://openalex.org/W2129647236","https://openalex.org/W2293989420","https://openalex.org/W2295785353","https://openalex.org/W2296241532","https://openalex.org/W2296706733","https://openalex.org/W2394681857","https://openalex.org/W2394803932","https://openalex.org/W2399119904","https://openalex.org/W2404821121","https://openalex.org/W2515389788","https://openalex.org/W2552478800","https://openalex.org/W2575662248","https://openalex.org/W2963523292","https://openalex.org/W3105189474","https://openalex.org/W3117214398"],"related_works":["https://openalex.org/W4249299808","https://openalex.org/W1828522817","https://openalex.org/W2107531183","https://openalex.org/W2483353929","https://openalex.org/W2128875165","https://openalex.org/W2464413305","https://openalex.org/W2168206814","https://openalex.org/W2160524645","https://openalex.org/W1579462559","https://openalex.org/W4346570"],"abstract_inverted_index":{"The":[0],"publication":[1],"and":[2,14,43,74],"spread":[3],"of":[4,10,57,71,88,98,101,127],"misleading":[5,45,58],"content":[6,25,46,60],"is":[7,20,100],"a":[8,17,69,75,122,142],"problem":[9,56],"increasing":[11],"magnitude,":[12],"complexity":[13],"consequences":[15],"in":[16,64,125,130],"world":[18],"that":[19,82,106],"increasingly":[21],"relying":[22],"on":[23,47,62],"user-generated":[24],"for":[26,108,145],"news":[27],"sourcing.":[28],"To":[29],"this":[30,51],"end,":[31],"multimedia":[32,59],"analysis":[33],"techniques":[34],"could":[35],"serve":[36],"as":[37],"an":[38],"assisting":[39],"tool":[40],"to":[41,91,105,117,132,137],"spot":[42],"debunk":[44],"the":[48,55,85,96,113,134,147],"Web.":[49],"In":[50],"paper,":[52],"we":[53,140],"tackle":[54],"detection":[61,86],"Twitter":[63],"real":[65],"time.":[66],"We":[67],"propose":[68],"number":[70],"new":[72,76],"features":[73],"semi-supervised":[77],"learning":[78],"event":[79,97],"adaptation":[80],"approach":[81,115],"helps":[83],"generalize":[84],"capabilities":[87],"trained":[89],"models":[90],"unseen":[92],"content,":[93],"even":[94],"when":[95],"interest":[99],"different":[102],"nature":[103],"compared":[104],"used":[107],"training.":[109],"Combined":[110],"with":[111],"bagging,":[112],"proposed":[114],"manages":[116],"outperform":[118],"previous":[119],"systems":[120],"by":[121],"significant":[123],"margin":[124],"terms":[126],"accuracy.":[128],"Moreover,":[129],"order":[131],"communicate":[133],"verification":[135],"process":[136],"end":[138],"users,":[139],"develop":[141],"web-based":[143],"application":[144],"visualizing":[146],"results.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}