{"id":"https://openalex.org/W4288064730","doi":"https://doi.org/10.1109/access.2022.3194119","title":"Context-Driven Satire Detection With Deep Learning","display_name":"Context-Driven Satire Detection With Deep Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4288064730","doi":"https://doi.org/10.1109/access.2022.3194119"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3194119","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194119","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09841563.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09841563.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062804910","display_name":"Md Saifullah Razali","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU","MY"],"is_corresponding":false,"raw_author_name":"Md Saifullah Razali","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia","Faculty of Engineering and Information Sciences, University of Wollongong, Northfields Avenue, Wollongong, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0934-286X","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Engineering and Information Sciences, University of Wollongong, Northfields Avenue, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032658665","display_name":"Alfian Abdul Halin","orcid":"https://orcid.org/0000-0002-0318-4496"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Alfian Abdul Halin","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-0318-4496","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068576783","display_name":"Yang-Wai Chow","orcid":"https://orcid.org/0000-0003-3348-7014"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang-Wai Chow","raw_affiliation_strings":["Faculty of Engineering and Information Sciences, University of Wollongong, Wollongong, NSW, Australia","Faculty of Engineering and Information Sciences, University of Wollongong, Northfields Avenue, Wollongong, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3348-7014","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Sciences, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]},{"raw_affiliation_string":"Faculty of Engineering and Information Sciences, University of Wollongong, Northfields Avenue, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080154559","display_name":"Noris Mohd Norowi","orcid":"https://orcid.org/0000-0001-7420-5867"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Noris Mohd Norowi","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-7420-5867","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049694971","display_name":"Shyamala Doraisamy","orcid":"https://orcid.org/0000-0001-5502-8754"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Shyamala Doraisamy","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5502-8754","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Jalan Universiti 1, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4327,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88608239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"78780","last_page":"78787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11795","display_name":"Humor Studies and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11795","display_name":"Humor Studies and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.6981093883514404},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6037732362747192},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5407981276512146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5122305750846863},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.09330135583877563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981093883514404},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6037732362747192},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5407981276512146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5122305750846863},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.09330135583877563},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2022.3194119","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194119","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09841563.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:ro.uow.edu.au:test2021-11328","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/test2021/5781","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Test Series for Scopus Harvesting 2021","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:b2852af49d754e99b9999c51d4a4ecb1","is_oa":true,"landing_page_url":"https://doaj.org/article/b2852af49d754e99b9999c51d4a4ecb1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 78780-78787 (2022)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/27802728","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:psasir.upm.edu.my:100800","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9841563","pdf_url":null,"source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3194119","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194119","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09841563.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6100000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322714","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288064730.pdf","grobid_xml":"https://content.openalex.org/works/W4288064730.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W36140083","https://openalex.org/W404385964","https://openalex.org/W629254340","https://openalex.org/W1614298861","https://openalex.org/W1997752620","https://openalex.org/W2012776548","https://openalex.org/W2084009880","https://openalex.org/W2088252378","https://openalex.org/W2096451472","https://openalex.org/W2132210327","https://openalex.org/W2141631351","https://openalex.org/W2251379416","https://openalex.org/W2489406233","https://openalex.org/W2493916176","https://openalex.org/W2512532697","https://openalex.org/W2516338333","https://openalex.org/W2584084583","https://openalex.org/W2590235073","https://openalex.org/W2618613105","https://openalex.org/W2924026609","https://openalex.org/W2963942654","https://openalex.org/W2996316461","https://openalex.org/W3013347530","https://openalex.org/W3023895165","https://openalex.org/W3038323941","https://openalex.org/W3163856144","https://openalex.org/W4200023621","https://openalex.org/W4211111997","https://openalex.org/W4211186029","https://openalex.org/W4211225163","https://openalex.org/W4319587637","https://openalex.org/W6636510571","https://openalex.org/W6732295346","https://openalex.org/W6736575291","https://openalex.org/W6780075786"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"This":[0,72],"work":[1,175],"discuss":[2],"the":[3,15,19,51,58,65,69,77,83,88,112,118,128,133,180,189,211],"task":[4,101],"of":[5,17,76,110,143,160,173,182],"automatically":[6],"detecting":[7],"satire":[8],"instances":[9],"in":[10,116,127,141],"short":[11],"articles.":[12],"It":[13,35,198],"is":[14,36,102,136,176,199],"study":[16],"extracting":[18],"most":[20],"optimal":[21],"features":[22,183],"by":[23],"using":[24,90,185],"a":[25,39,195,215],"deep":[26],"learning":[27,93,187],"architecture":[28],"combined":[29,84],"with":[30,68,139,188],"carefully":[31],"handcrafted":[32],"contextual":[33,212],"features.":[34],"found":[37,103],"that":[38,74,132,179],"few":[40],"sets":[41,60,79,86,163],"can":[42,193],"perform":[43],"well":[44],"when":[45],"they":[46],"are":[47,80,114,164],"used":[48],"independently,":[49],"but":[50],"others":[52],"not":[53],"so":[54],"much.":[55],"However,":[56],"even":[57],"latter":[59],"become":[61],"very":[62],"useful":[63],"after":[64],"combination":[66,181],"process":[67],"former":[70],"sets.":[71],"shows":[73,131],"each":[75,161],"feature":[78,85,162],"significant.":[81],"Finally,":[82],"undergoes":[87],"classification":[89,94],"well-known":[91],"machine":[92],"algorithms.":[95],"The":[96,108,121,158,170],"best":[97],"algorithm":[98],"for":[99,204],"this":[100,174],"to":[104,124,149,177,201,207],"be":[105],"Logistic":[106],"Regression.":[107],"outcome":[109],"all":[111,117],"experiments":[113],"good":[115,196],"metrics":[119],"used.":[120],"result":[122],"comparison":[123],"existing":[125,146],"works":[126,147],"same":[129],"domain":[130],"proposed":[134],"method":[135],"slightly":[137],"better":[138],"0.94":[140],"terms":[142],"F1-measure,":[144],"while":[145],"managed":[148],"obtain":[150],"0.91":[151],"[1],":[152],"0.90":[153],"[2]":[154],"and":[155],"0.88":[156],"[3].":[157],"performance":[159],"also":[165,200],"given":[166],"as":[167,220],"additional":[168],"information.":[169],"main":[171],"purpose":[172],"show":[178],"extracted":[184,191],"supervised":[186],"ones":[190],"manually":[192],"yield":[194],"performance.":[197],"open":[202],"doors":[203],"other":[205],"researchers":[206],"take":[208],"into":[209],"account":[210],"meaning":[213],"behind":[214],"figurative":[216],"language":[217],"type":[218],"such":[219],"satire.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
