{"id":"https://openalex.org/W4312915092","doi":"https://doi.org/10.1145/3556384.3556412","title":"Some Hands-on Approaches to Fake Political News Detection","display_name":"Some Hands-on Approaches to Fake Political News Detection","publication_year":2022,"publication_date":"2022-08-04","ids":{"openalex":"https://openalex.org/W4312915092","doi":"https://doi.org/10.1145/3556384.3556412"},"language":"en","primary_location":{"id":"doi:10.1145/3556384.3556412","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556384.3556412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Signal Processing and Machine Learning","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/A5021285802","display_name":"Tyler R. Simpson","orcid":null},"institutions":[{"id":"https://openalex.org/I32480017","display_name":"Florida Polytechnic University","ror":"https://ror.org/01e5mdj42","country_code":"US","type":"education","lineage":["https://openalex.org/I32480017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tyler Simpson","raw_affiliation_strings":["Computer Science Department, Florida Polytechnic University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Florida Polytechnic University, USA","institution_ids":["https://openalex.org/I32480017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073293633","display_name":"Feng-Jen Yang","orcid":"https://orcid.org/0000-0002-4002-7959"},"institutions":[{"id":"https://openalex.org/I32480017","display_name":"Florida Polytechnic University","ror":"https://ror.org/01e5mdj42","country_code":"US","type":"education","lineage":["https://openalex.org/I32480017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng-Jen Yang","raw_affiliation_strings":["Computer Science Department, Florida Polytechnic University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Florida Polytechnic University, USA","institution_ids":["https://openalex.org/I32480017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I32480017"],"apc_list":null,"apc_paid":null,"fwci":0.7934,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81399592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"179","last_page":"188"},"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":0.9972000122070312,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9952999949455261,"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/misinformation","display_name":"Misinformation","score":0.8437697887420654},{"id":"https://openalex.org/keywords/statement","display_name":"Statement (logic)","score":0.7756993770599365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.756743311882019},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6540247201919556},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6204828023910522},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5958480834960938},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.5091177821159363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.459307998418808},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.45158088207244873},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40536391735076904},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18827033042907715},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.17207956314086914},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.101249098777771},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08056750893592834}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.8437697887420654},{"id":"https://openalex.org/C2777026412","wikidata":"https://www.wikidata.org/wiki/Q2684591","display_name":"Statement (logic)","level":2,"score":0.7756993770599365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.756743311882019},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6540247201919556},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6204828023910522},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5958480834960938},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.5091177821159363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.459307998418808},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.45158088207244873},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40536391735076904},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18827033042907715},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.17207956314086914},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.101249098777771},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08056750893592834},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3556384.3556412","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556384.3556412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Signal Processing and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1493379323","https://openalex.org/W1502957213","https://openalex.org/W1532503642","https://openalex.org/W2094728533","https://openalex.org/W2101234009","https://openalex.org/W2127492100","https://openalex.org/W2337875011","https://openalex.org/W2623399293","https://openalex.org/W2759820691","https://openalex.org/W2781528640","https://openalex.org/W2891434004","https://openalex.org/W2963961878","https://openalex.org/W4302789841","https://openalex.org/W4400530533"],"related_works":["https://openalex.org/W3197131596","https://openalex.org/W4388666321","https://openalex.org/W4205914924","https://openalex.org/W4283459170","https://openalex.org/W4229014887","https://openalex.org/W3093378453","https://openalex.org/W3117518059","https://openalex.org/W3173323650","https://openalex.org/W3168189460","https://openalex.org/W4206947082"],"abstract_inverted_index":{"There":[0],"has":[1,30,71],"been":[2],"a":[3,45,52,74,95,104,147],"recent":[4,56],"growth":[5],"in":[6,13,17,60,85],"interest":[7],"surrounding":[8],"the":[9,18,49,67,92,114,154],"identification":[10],"of":[11,20,33,40,51,76,94,109,149],"misinformation":[12],"online":[14],"news,":[15],"specifically":[16],"case":[19],"political":[21],"news.":[22],"This":[23,69,125],"task":[24],"was":[25],"previously":[26],"human-based,":[27],"one":[28],"which":[29,89],"various":[31,129],"amounts":[32],"efficacy":[34,155],"and":[35,58,78,116,138,156],"time":[36],"commitment":[37],"for":[38,134],"teams":[39,108],"fact-checkers":[41],"taking":[42],"up":[43],"to":[44,47,73,80,107,120],"week":[46],"check":[48,121],"veracity":[50,93],"single":[53],"statement.":[54],"Given":[55],"research":[57,70],"development":[59],"artificial":[61],"intelligence,":[62],"this":[63,102,135],"is":[64,103],"no":[65],"longer":[66],"case.":[68],"led":[72],"plethora":[75],"ideas":[77],"techniques":[79],"create":[81],"an":[82,86],"ideal":[83],"fact-checking":[84],"automatic":[87],"manner,":[88],"autonomously":[90],"discerns":[91],"given":[96],"statement":[97],"quickly.":[98],"A":[99],"tool":[100],"like":[101],"massive":[105],"boon":[106],"fact-checkers,":[110],"helping":[111],"them":[112],"expedite":[113],"process":[115],"allowing":[117],"any":[118],"individual":[119],"claims":[122],"made":[123],"online.":[124],"paper":[126],"will":[127],"explore":[128],"supervised":[130],"machine":[131],"learning":[132],"approaches":[133],"intended":[136],"purpose":[137],"how":[139],"they":[140],"interact":[141],"with":[142],"numerical":[143],"features":[144],"extracted":[145],"from":[146],"dataset":[148],"journalistic":[150],"writing":[151],"focusing":[152],"on":[153],"efficiency":[157],"thereof.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}