{"id":"https://openalex.org/W4410708200","doi":"https://doi.org/10.1016/j.aej.2025.05.041","title":"Applied intelligence with deep learning assisted automated sarcasm recognition in twitter data","display_name":"Applied intelligence with deep learning assisted automated sarcasm recognition in twitter data","publication_year":2025,"publication_date":"2025-05-24","ids":{"openalex":"https://openalex.org/W4410708200","doi":"https://doi.org/10.1016/j.aej.2025.05.041"},"language":"en","primary_location":{"id":"doi:10.1016/j.aej.2025.05.041","doi":"https://doi.org/10.1016/j.aej.2025.05.041","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.aej.2025.05.041","pdf_url":null,"source":{"id":"https://openalex.org/S2764413287","display_name":"Alexandria Engineering Journal","issn_l":"1110-0168","issn":["1110-0168","2090-2670"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alexandria Engineering Journal","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.aej.2025.05.041","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049494125","display_name":"Muhammad Swaileh A. Alzaidi","orcid":"https://orcid.org/0000-0002-1276-6316","observed_orcids":["https://orcid.org/0000-0002-1276-6316"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Swaileh A. Alzaidi","raw_affiliation_strings":["Department of English Language, College of Language Sciences, King Saud University, P. O. Box 145111, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-1276-6316","affiliations":[{"raw_affiliation_string":"Department of English Language, College of Language Sciences, King Saud University, P. O. Box 145111, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117667847","display_name":"Taghreed Ali Alsudais","orcid":"https://orcid.org/0000-0003-4423-6587","observed_orcids":["https://orcid.org/0000-0003-4423-6587"]},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Taghreed Ali Alsudais","raw_affiliation_strings":["Department of Teaching and Learning, College of Education and Human Development, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4423-6587","affiliations":[{"raw_affiliation_string":"Department of Teaching and Learning, College of Education and Human Development, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068566895","display_name":"Majdy Mohamed Eltayeb Eltahir","orcid":"https://orcid.org/0000-0002-1810-4372","observed_orcids":["https://orcid.org/0000-0002-1810-4372"]},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Majdy M. Eltahir","raw_affiliation_strings":["Department of Information Systems, Applied College at Mahayil, King Khalid University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Applied College at Mahayil, King Khalid University, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031341129","display_name":"Shouki A. Ebad","orcid":"https://orcid.org/0000-0003-1043-2774","observed_orcids":["https://orcid.org/0000-0003-1043-2774","https://orcid.org/0009-0003-2187-6810","https://orcid.org/0009-0006-4064-3563"]},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Shouki A. Ebad","raw_affiliation_strings":["Center for Scientific Research and Entrepreneurship, Northern Border University, Arar 73213, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Scientific Research and Entrepreneurship, Northern Border University, Arar 73213, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056520942","display_name":"Asma Alshuhail","orcid":"https://orcid.org/0000-0002-4110-9657","observed_orcids":["https://orcid.org/0000-0002-4110-9657"]},"institutions":[{"id":"https://openalex.org/I4626487","display_name":"King Faisal University","ror":"https://ror.org/00dn43547","country_code":"SA","type":"education","lineage":["https://openalex.org/I4626487"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Asma Alshuhail","raw_affiliation_strings":["Department of Information Systems, College of Computer Sciences & Information Technology, King Faisal University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer Sciences & Information Technology, King Faisal University, Saudi Arabia","institution_ids":["https://openalex.org/I4626487"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohammed Alshahrani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Alshahrani","raw_affiliation_strings":["Computer Department, Applied College, Najran University, Najran 66462, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Department, Applied College, Najran University, Najran 66462, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074737284","display_name":"Sultan Alanazi","orcid":"https://orcid.org/0000-0002-9627-1715","observed_orcids":["https://orcid.org/0000-0002-9627-1715"]},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sultan Alanazi","raw_affiliation_strings":["Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 16273, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 16273, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5031341129"],"corresponding_institution_ids":["https://openalex.org/I118590987"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":0.8215,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73214257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"128","issue":null,"first_page":"79","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.00019999999494757503,"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/T10028","display_name":"Topic Modeling","score":9.999999747378752e-05,"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/sarcasm-detection","display_name":"sarcasm detection","score":0.9919999837875366},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.7490000128746033},{"id":"https://openalex.org/keywords/arabic-tweets","display_name":"Arabic tweets","score":0.6190000176429749},{"id":"https://openalex.org/keywords/cat-swarm-optimization","display_name":"cat swarm optimization","score":0.9779999852180481},{"id":"https://openalex.org/keywords/glove-embeddings","display_name":"GloVe embeddings","score":0.953000009059906},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.37599998712539673},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic language","score":0.3240000009536743}],"concepts":[{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.9473726749420166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6460795402526855},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5541462898254395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.518538773059845},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5105170011520386},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.45813679695129395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39835548400878906},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35196399688720703},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3467866778373718},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2150801420211792},{"id":"https://openalex.org/C2779975665","wikidata":"https://www.wikidata.org/wiki/Q131361","display_name":"Irony","level":2,"score":0.14927834272384644},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12475314736366272},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09170567989349365},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.aej.2025.05.041","doi":"https://doi.org/10.1016/j.aej.2025.05.041","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.aej.2025.05.041","pdf_url":null,"source":{"id":"https://openalex.org/S2764413287","display_name":"Alexandria Engineering Journal","issn_l":"1110-0168","issn":["1110-0168","2090-2670"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alexandria Engineering Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5e6b08bec1384702b9344f59ff047333","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/5e6b08bec1384702b9344f59ff047333","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,"listed_in":[],"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":"Alexandria Engineering Journal, Vol 128, Iss , Pp 79-91 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.aej.2025.05.041","doi":"https://doi.org/10.1016/j.aej.2025.05.041","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.aej.2025.05.041","pdf_url":null,"source":{"id":"https://openalex.org/S2764413287","display_name":"Alexandria Engineering Journal","issn_l":"1110-0168","issn":["1110-0168","2090-2670"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alexandria Engineering Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2787673610","https://openalex.org/W2887692705","https://openalex.org/W2916095201","https://openalex.org/W2937626916","https://openalex.org/W2965543319","https://openalex.org/W3172293896","https://openalex.org/W3176558250","https://openalex.org/W3194774163","https://openalex.org/W4213430631","https://openalex.org/W4220866756","https://openalex.org/W4235000771","https://openalex.org/W4286224758","https://openalex.org/W4366607325","https://openalex.org/W4377819589","https://openalex.org/W4387478949","https://openalex.org/W4388304633","https://openalex.org/W4391560333","https://openalex.org/W4394922949","https://openalex.org/W4395470979","https://openalex.org/W4399299300","https://openalex.org/W4399486898","https://openalex.org/W4399564803","https://openalex.org/W4401662638","https://openalex.org/W4401907667","https://openalex.org/W4403124305","https://openalex.org/W4403124970","https://openalex.org/W4403798817","https://openalex.org/W4404435651","https://openalex.org/W4406825368","https://openalex.org/W4407198727","https://openalex.org/W4407214439","https://openalex.org/W4407767103","https://openalex.org/W4407907745","https://openalex.org/W4408441691","https://openalex.org/W4408442685","https://openalex.org/W4409249395"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2900446122","https://openalex.org/W3037315328","https://openalex.org/W4312684429","https://openalex.org/W3018705632","https://openalex.org/W3101138303","https://openalex.org/W2349372848","https://openalex.org/W2753593955","https://openalex.org/W2907442881","https://openalex.org/W3018024369"],"abstract_inverted_index":{"Sarcasm":[0,20,113],"is":[1,22,141,175],"essential":[2],"in":[3,24,46,57,92,131,190],"human":[4],"interaction,":[5],"particularly":[6,56],"on":[7,33,117,125],"social":[8],"networking,":[9],"where":[10,64],"individuals":[11],"share":[12],"their":[13],"feelings":[14],"through":[15],"criticism,":[16],"humour,":[17],"and":[18,30,53,62,82,96,128],"satire.":[19],"detection":[21,41],"vital":[23],"understanding":[25],"the":[26,31,86,89,134,137,161,178,192,195,199,210],"context":[27],"of":[28,186,194,209,218],"communication":[29],"sentiment":[32],"platforms":[34],"such":[35,59],"as":[36,42,60],"Twitter.":[37],"This":[38],"presents":[39,104],"sarcasm":[40,169],"a":[43,214],"complex":[44],"problem":[45],"natural":[47],"language":[48],"processing":[49],"(NLP).":[50],"The":[51,70,120,157,171,206],"challenges":[52],"importance":[54],"upsurge,":[55],"languages":[58],"Arabic":[61,200],"Urdu,":[63],"resources":[65],"for":[66,149,168],"NLP":[67,97],"are":[68],"inadequate.":[69],"classical":[71],"rule-based":[72],"techniques":[73,223],"need":[74],"to":[75,79],"improve":[76],"performance":[77,193],"owing":[78],"sarcasm's":[80],"context-based":[81],"subtle":[83],"nature.":[84],"On":[85],"other":[87],"hand,":[88],"current":[90],"developments":[91],"deep":[93],"learning":[94],"(DL)":[95],"offer":[98],"efficient":[99],"solutions.":[100],"Therefore,":[101],"this":[102],"study":[103],"an":[105],"Applied":[106],"Intelligence":[107],"with":[108,143],"Deep":[109,163],"Learning":[110],"Assisted":[111],"Automated":[112],"Recognition":[114],"Approach":[115],"(AIDL-ASRA)":[116],"Twitter":[118],"Data.":[119],"presented":[121],"AIDL-ASRA":[122,135,158,196,211],"technique":[123,159],"concentrates":[124],"identifying":[126],"sarcastic":[127,201],"non-sarcastic":[129],"contexts":[130],"tweets.":[132,205],"In":[133],"technique,":[136],"initial":[138],"pre-processing":[139],"stage":[140],"executed":[142],"different":[144],"subprocesses.":[145],"Next,":[146],"Global":[147],"Vectors":[148],"Word":[150],"Representation":[151],"(GloVe)-based":[152],"word":[153],"embedding":[154],"process":[155],"occurs.":[156],"utilizes":[160],"Discriminative":[162],"Belief":[164],"Networks":[165],"(DDBN)":[166],"method":[167,197,212],"recognition.":[170],"DBN":[172],"model's":[173],"effectiveness":[174],"improved":[176],"using":[177],"cat":[179],"swarm":[180],"optimization":[181],"(CSO)":[182],"model.":[183],"A":[184],"set":[185],"experiments":[187],"were":[188],"involved":[189],"evaluating":[191],"under":[198,224],"dataset":[202],"comprising":[203],"10,000":[204],"experimental":[207],"validation":[208],"attained":[213],"superior":[215],"accuracy":[216],"value":[217],"91.25":[219],"%":[220],"over":[221],"existing":[222],"distinct":[225],"measures.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}
