{"id":"https://openalex.org/W2740560510","doi":"https://doi.org/10.18653/v1/p17-2102","title":"Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter","display_name":"Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2740560510","doi":"https://doi.org/10.18653/v1/p17-2102","mag":"2740560510"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p17-2102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p17-2102","pdf_url":"https://www.aclweb.org/anthology/P17-2102.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 55th Annual Meeting of the Association for\n          Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/P17-2102.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102996367","display_name":"Svitlana Volkova","orcid":"https://orcid.org/0000-0002-6131-3073"},"institutions":[{"id":"https://openalex.org/I1325736334","display_name":"Battelle","ror":"https://ror.org/01h5tnr73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1325736334"]},{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Svitlana Volkova","raw_affiliation_strings":["Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354"],"affiliations":[{"raw_affiliation_string":"Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354","institution_ids":["https://openalex.org/I142606810","https://openalex.org/I1325736334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103764539","display_name":"Kyle Shaffer","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I1325736334","display_name":"Battelle","ror":"https://ror.org/01h5tnr73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1325736334"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Shaffer","raw_affiliation_strings":["Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354"],"affiliations":[{"raw_affiliation_string":"Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354","institution_ids":["https://openalex.org/I142606810","https://openalex.org/I1325736334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056658396","display_name":"Jin Yea Jang","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I1325736334","display_name":"Battelle","ror":"https://ror.org/01h5tnr73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1325736334"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin Yea Jang","raw_affiliation_strings":["Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354"],"affiliations":[{"raw_affiliation_string":"Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354","institution_ids":["https://openalex.org/I142606810","https://openalex.org/I1325736334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023448303","display_name":"Nathan O. Hodas","orcid":"https://orcid.org/0000-0003-1914-0057"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I1325736334","display_name":"Battelle","ror":"https://ror.org/01h5tnr73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1325736334"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Hodas","raw_affiliation_strings":["Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354"],"affiliations":[{"raw_affiliation_string":"Data Sciences and Analytics Group, National Security Directorate Pacific Northwest National Laboratory 902 Battelle Blvd, Richland, WA 99354","institution_ids":["https://openalex.org/I142606810","https://openalex.org/I1325736334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102996367"],"corresponding_institution_ids":["https://openalex.org/I1325736334","https://openalex.org/I142606810"],"apc_list":null,"apc_paid":null,"fwci":108.3096,"has_fulltext":true,"cited_by_count":357,"citation_normalized_percentile":{"value":0.99966456,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"647","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9993000030517578,"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":0.9993000030517578,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9977999925613403,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9965000152587891,"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/hoax","display_name":"Hoax","score":0.7775045037269592},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6675888299942017},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.6476367115974426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5692676901817322},{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.56513911485672},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5448690056800842},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5213464498519897},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.4985504150390625},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.47933706641197205},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43149715662002563},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.34421780705451965},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.31887879967689514},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24595242738723755},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.22466781735420227},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19076409935951233}],"concepts":[{"id":"https://openalex.org/C35361118","wikidata":"https://www.wikidata.org/wiki/Q190084","display_name":"Hoax","level":3,"score":0.7775045037269592},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6675888299942017},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.6476367115974426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5692676901817322},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.56513911485672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5448690056800842},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5213464498519897},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.4985504150390625},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.47933706641197205},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43149715662002563},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.34421780705451965},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31887879967689514},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24595242738723755},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.22466781735420227},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19076409935951233},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/p17-2102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p17-2102","pdf_url":"https://www.aclweb.org/anthology/P17-2102.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 55th Annual Meeting of the Association for\n          Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p17-2102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p17-2102","pdf_url":"https://www.aclweb.org/anthology/P17-2102.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 55th Annual Meeting of the Association for\n          Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4099999964237213,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338354","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2740560510.pdf","grobid_xml":"https://content.openalex.org/works/W2740560510.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2016053056","https://openalex.org/W2050619059","https://openalex.org/W2054776631","https://openalex.org/W2088622183","https://openalex.org/W2119432837","https://openalex.org/W2124637344","https://openalex.org/W2124821580","https://openalex.org/W2141631351","https://openalex.org/W2145451908","https://openalex.org/W2150510587","https://openalex.org/W2167251605","https://openalex.org/W2221975861","https://openalex.org/W2250539671","https://openalex.org/W2251411520","https://openalex.org/W2252350410","https://openalex.org/W2308045930","https://openalex.org/W2340254858","https://openalex.org/W2401154299","https://openalex.org/W2410465342","https://openalex.org/W2433203947","https://openalex.org/W2489406233","https://openalex.org/W2963083845","https://openalex.org/W2963921497","https://openalex.org/W2964121744","https://openalex.org/W2994872885"],"related_works":["https://openalex.org/W2784912505","https://openalex.org/W3130818243","https://openalex.org/W2790861628","https://openalex.org/W4311605423","https://openalex.org/W2940525109","https://openalex.org/W4253473521","https://openalex.org/W2996309528","https://openalex.org/W4318472246","https://openalex.org/W4293714441","https://openalex.org/W4381611451"],"abstract_inverted_index":{"Pew":[0],"research":[1],"polls":[2],"report":[3],"62":[4],"percent":[5,19],"of":[6,20,32,37],"U.S.":[7,21],"adults":[8,22],"get":[9],"news":[10],"on":[11,63],"social":[12,43],"media":[13],"In":[14],"a":[15,29],"December":[16],"poll,":[17],"64":[18],"said":[23],"that":[24],"\"made-up":[25],"news\"":[26],"has":[27],"caused":[28],"\"great":[30],"deal":[31],"confusion\"":[33],"about":[34],"the":[35],"facts":[36],"current":[38],"events":[39],"Fabricated":[40],"stories":[41],"in":[42,57],"media,":[44],"ranging":[45],"from":[46],"deliberate":[47],"propaganda":[48],"to":[49,54,59],"hoaxes":[50],"and":[51],"satire,":[52],"contributes":[53],"this":[55],"confusion":[56],"addition":[58],"having":[60],"serious":[61],"effects":[62],"global":[64],"stability.":[65]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":35},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":69},{"year":2020,"cited_by_count":53},{"year":2019,"cited_by_count":52},{"year":2018,"cited_by_count":36},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
