{"id":"https://openalex.org/W2756851436","doi":"https://doi.org/10.18653/v1/w17-4214","title":"Fake news stance detection using stacked ensemble of classifiers","display_name":"Fake news stance detection using stacked ensemble of classifiers","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2756851436","doi":"https://doi.org/10.18653/v1/w17-4214","mag":"2756851436"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-4214","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4214","pdf_url":"https://www.aclweb.org/anthology/W17-4214.pdf","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 2017 EMNLP Workshop: Natural Language Processing meets Journalism","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-4214.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108631674","display_name":"James Thorne","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Thorne","raw_affiliation_strings":["Department of Computer Science University of Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100622962","display_name":"Mingjie Chen","orcid":"https://orcid.org/0000-0002-7400-5192"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mingjie Chen","raw_affiliation_strings":["Department of Computer Science University of Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071221557","display_name":"Giorgos Myrianthous","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giorgos Myrianthous","raw_affiliation_strings":["Department of Computer Science University of Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014081428","display_name":"Jiashu Pu","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiashu Pu","raw_affiliation_strings":["Department of Computer Science University of Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695917","display_name":"Xiaoxuan Wang","orcid":"https://orcid.org/0000-0002-0501-1521"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiaoxuan Wang","raw_affiliation_strings":["Department of Computer Science University of Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067943980","display_name":"Andreas Vlachos","orcid":"https://orcid.org/0000-0003-2123-5071"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andreas Vlachos","raw_affiliation_strings":["Department of Computer Science University of Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":86,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9995999932289124,"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":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9900000095367432,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9850999712944031,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coursework","display_name":"Coursework","score":0.7752035856246948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7414283752441406},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.7159207463264465},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6678905487060547},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6231182217597961},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.6202263236045837},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5259897112846375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4853138327598572},{"id":"https://openalex.org/keywords/stacking","display_name":"Stacking","score":0.44495877623558044},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43306151032447815},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4125669002532959},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11152082681655884},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.08872389793395996},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.07146358489990234}],"concepts":[{"id":"https://openalex.org/C2781110425","wikidata":"https://www.wikidata.org/wiki/Q2074695","display_name":"Coursework","level":2,"score":0.7752035856246948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7414283752441406},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.7159207463264465},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6678905487060547},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6231182217597961},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.6202263236045837},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5259897112846375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4853138327598572},{"id":"https://openalex.org/C33347731","wikidata":"https://www.wikidata.org/wiki/Q285210","display_name":"Stacking","level":2,"score":0.44495877623558044},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43306151032447815},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4125669002532959},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11152082681655884},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.08872389793395996},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.07146358489990234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w17-4214","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4214","pdf_url":"https://www.aclweb.org/anthology/W17-4214.pdf","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 2017 EMNLP Workshop: Natural Language Processing meets Journalism","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-4214","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4214","pdf_url":"https://www.aclweb.org/anthology/W17-4214.pdf","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 2017 EMNLP Workshop: Natural Language Processing meets Journalism","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G7331901853","display_name":null,"funder_award_id":"EU H2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2756851436.pdf","grobid_xml":"https://content.openalex.org/works/W2756851436.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W165790511","https://openalex.org/W2130158090","https://openalex.org/W2337875011","https://openalex.org/W2460159515","https://openalex.org/W2604748278","https://openalex.org/W2735017898","https://openalex.org/W2752243566","https://openalex.org/W3126072720"],"related_works":["https://openalex.org/W4298012357","https://openalex.org/W4382315444","https://openalex.org/W4296079469","https://openalex.org/W4283731620","https://openalex.org/W4285741730","https://openalex.org/W2284199375","https://openalex.org/W4281711276","https://openalex.org/W4254266063","https://openalex.org/W4285046548","https://openalex.org/W4313488044"],"abstract_inverted_index":{"Fake":[0,20],"news":[1,29],"has":[2],"become":[3],"a":[4,31],"hotly":[5],"debated":[6],"topic":[7],"in":[8,37,55,76],"journalism.":[9],"In":[10],"this":[11,71],"paper,":[12],"we":[13,64,91],"present":[14],"our":[15],"entry":[16,45],"to":[17],"the":[18,25,41,56,66,82,87,95,99],"2017":[19],"News":[21],"Challenge":[22],"which":[23],"models":[24],"detection":[26],"of":[27,50,58,81,94,98],"fake":[28],"as":[30],"stance":[32],"classification":[33,77],"task":[34],"that":[35],"finished":[36],"11th":[38],"place":[39],"on":[40,86],"leader":[42],"board.":[43],"Our":[44],"is":[46],"an":[47],"ensemble":[48,68],"system":[49],"classifiers":[51],"developed":[52],"by":[53],"students":[54],"context":[57],"their":[59],"coursework.":[60],"We":[61],"show":[62],"how":[63],"used":[65],"stacking":[67],"method":[69],"for":[70],"purpose":[72],"and":[73],"obtained":[74],"improvements":[75],"accuracy":[78],"exceeding":[79],"each":[80],"individual":[83],"models'":[84],"performance":[85],"development":[88],"data.":[89],"Finally,":[90],"discuss":[92],"aspects":[93],"experimental":[96],"setup":[97],"challenge.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":11}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
