{"id":"https://openalex.org/W3011217410","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035299","title":"English vs Arabic Sentiment Analysis: A Survey Presenting 100 Work Studies, Resources and Tools","display_name":"English vs Arabic Sentiment Analysis: A Survey Presenting 100 Work Studies, Resources and Tools","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3011217410","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035299","mag":"3011217410"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa47632.2019.9035299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","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/A5032944332","display_name":"Imane Guellil","orcid":"https://orcid.org/0000-0002-3858-3999"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Imane Guellil","raw_affiliation_strings":["Ecole nationale Sup\u00e8rieure d'Informatique, Oued-Smar, Alger, Alg\u00e9rie"],"affiliations":[{"raw_affiliation_string":"Ecole nationale Sup\u00e8rieure d'Informatique, Oued-Smar, Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067619763","display_name":"Fai\u00e7al Azouaou","orcid":"https://orcid.org/0000-0002-2508-9158"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Faical Azouaou","raw_affiliation_strings":["Ecole nationale Sup\u00e8rieure d'Informatique, Oued-Smar, Alger, Alg\u00e9rie"],"affiliations":[{"raw_affiliation_string":"Ecole nationale Sup\u00e8rieure d'Informatique, Oued-Smar, Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074959369","display_name":"Alessandro Valitutti","orcid":"https://orcid.org/0000-0002-1523-5967"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Valitutti","raw_affiliation_strings":["University of Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032944332"],"corresponding_institution_ids":["https://openalex.org/I4210149016"],"apc_list":null,"apc_paid":null,"fwci":1.0102,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83534632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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":0.9969000220298767,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9937999844551086,"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/lexicon","display_name":"Lexicon","score":0.9205381274223328},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.8749821782112122},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.803824782371521},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7410802841186523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6701659560203552},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.6466286778450012},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6146124601364136},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.533245325088501},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.521261990070343},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.47373902797698975},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.317058801651001},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.07750493288040161}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.9205381274223328},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8749821782112122},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803824782371521},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7410802841186523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6701659560203552},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.6466286778450012},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6146124601364136},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.533245325088501},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.521261990070343},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.47373902797698975},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.317058801651001},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.07750493288040161},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/aiccsa47632.2019.9035299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},{"id":"mag:3092533512","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002289450841238","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":140,"referenced_works":["https://openalex.org/W37461795","https://openalex.org/W40549020","https://openalex.org/W193524605","https://openalex.org/W194416169","https://openalex.org/W410850256","https://openalex.org/W1497572584","https://openalex.org/W1515963492","https://openalex.org/W1522301498","https://openalex.org/W1543211283","https://openalex.org/W1543461373","https://openalex.org/W1546395093","https://openalex.org/W1552217991","https://openalex.org/W1698552978","https://openalex.org/W1832693441","https://openalex.org/W1987425720","https://openalex.org/W1994972134","https://openalex.org/W2005311637","https://openalex.org/W2019759670","https://openalex.org/W2027232045","https://openalex.org/W2032031606","https://openalex.org/W2043287290","https://openalex.org/W2061873838","https://openalex.org/W2066129432","https://openalex.org/W2076860056","https://openalex.org/W2081580037","https://openalex.org/W2084046180","https://openalex.org/W2097726431","https://openalex.org/W2104937263","https://openalex.org/W2108646579","https://openalex.org/W2108765529","https://openalex.org/W2111975591","https://openalex.org/W2113459411","https://openalex.org/W2129345726","https://openalex.org/W2131744502","https://openalex.org/W2134297857","https://openalex.org/W2136891251","https://openalex.org/W2138923868","https://openalex.org/W2149167588","https://openalex.org/W2151543699","https://openalex.org/W2151739810","https://openalex.org/W2153353890","https://openalex.org/W2153579005","https://openalex.org/W2162357159","https://openalex.org/W2163302275","https://openalex.org/W2170240176","https://openalex.org/W2239389665","https://openalex.org/W2250594687","https://openalex.org/W2250645093","https://openalex.org/W2250879510","https://openalex.org/W2251526503","https://openalex.org/W2252033489","https://openalex.org/W2252067416","https://openalex.org/W2252085349","https://openalex.org/W2268110014","https://openalex.org/W2274912527","https://openalex.org/W2282821441","https://openalex.org/W2295710275","https://openalex.org/W2400032930","https://openalex.org/W2407132801","https://openalex.org/W2460358857","https://openalex.org/W2466126253","https://openalex.org/W2470714457","https://openalex.org/W2513699236","https://openalex.org/W2523366393","https://openalex.org/W2537481002","https://openalex.org/W2540218936","https://openalex.org/W2543388524","https://openalex.org/W2574075017","https://openalex.org/W2575929989","https://openalex.org/W2577454849","https://openalex.org/W2582886257","https://openalex.org/W2583789764","https://openalex.org/W2584262649","https://openalex.org/W2584934697","https://openalex.org/W2592340788","https://openalex.org/W2594612414","https://openalex.org/W2621048533","https://openalex.org/W2626590196","https://openalex.org/W2735966564","https://openalex.org/W2740432722","https://openalex.org/W2751434455","https://openalex.org/W2752820248","https://openalex.org/W2756474357","https://openalex.org/W2765183831","https://openalex.org/W2766561407","https://openalex.org/W2767566483","https://openalex.org/W2768883709","https://openalex.org/W2770408498","https://openalex.org/W2774660494","https://openalex.org/W2787643138","https://openalex.org/W2789309525","https://openalex.org/W2804880969","https://openalex.org/W2807462012","https://openalex.org/W2832139998","https://openalex.org/W2859905317","https://openalex.org/W2886486953","https://openalex.org/W2886820885","https://openalex.org/W2887161450","https://openalex.org/W2890269216","https://openalex.org/W2892061765","https://openalex.org/W2899793821","https://openalex.org/W2915357442","https://openalex.org/W2950974174","https://openalex.org/W2963012544","https://openalex.org/W2963177779","https://openalex.org/W2963288913","https://openalex.org/W2963626623","https://openalex.org/W2964121744","https://openalex.org/W2964236337","https://openalex.org/W2964263570","https://openalex.org/W2964332570","https://openalex.org/W3000337150","https://openalex.org/W3103339821","https://openalex.org/W4205184193","https://openalex.org/W4211186029","https://openalex.org/W4239946314","https://openalex.org/W4285719527","https://openalex.org/W4294170691","https://openalex.org/W4299310714","https://openalex.org/W6601532327","https://openalex.org/W6607799657","https://openalex.org/W6614148910","https://openalex.org/W6629665382","https://openalex.org/W6632632805","https://openalex.org/W6633048663","https://openalex.org/W6637433219","https://openalex.org/W6676984168","https://openalex.org/W6679775712","https://openalex.org/W6680762825","https://openalex.org/W6682209933","https://openalex.org/W6682691769","https://openalex.org/W6683621887","https://openalex.org/W6684149856","https://openalex.org/W6685053522","https://openalex.org/W6719819555","https://openalex.org/W6732185576","https://openalex.org/W6732471792","https://openalex.org/W6743782926","https://openalex.org/W6744923041","https://openalex.org/W6751879306"],"related_works":["https://openalex.org/W2888662092","https://openalex.org/W3205826705","https://openalex.org/W2903394456","https://openalex.org/W2902285665","https://openalex.org/W2975174210","https://openalex.org/W4200238620","https://openalex.org/W2244029015","https://openalex.org/W2287843335","https://openalex.org/W2977557724","https://openalex.org/W4243485167"],"abstract_inverted_index":{"To":[0],"determine":[1],"whether":[2],"a":[3,6,9],"document":[4],"or":[5,11],"sentence":[7],"expresses":[8],"positive":[10],"negative":[12],"sentiment,":[13],"three":[14],"main":[15],"approach":[16],"types":[17],"are":[18,146],"commonly":[19],"used:":[20],"lexicon":[21,62,169],"based":[22,27,52,63],"approaches,":[23,64],"machine":[24],"learning":[25,184],"(ML)":[26],"approaches":[28],"and":[29,46,88,112,125,142,170],"hybrid":[30],"approaches.":[31],"English":[32,124],"has":[33],"the":[34,59,68,79,84,92,95,104,117,157,165],"greatest":[35],"number":[36],"of":[37,61,70,78,86,94,119,137,159,167],"sentiment":[38,53,120,168,179],"analysis":[39,54,121],"studies,":[40],"unlike":[41],"other":[42],"languages":[43],"including":[44],"Arabic":[45,87,126,178],"its":[47,89],"dialects.":[48],"More":[49],"specifically,":[50],"ML":[51],"requires":[55],"annotated":[56,72],"data.":[57],"In":[58,156],"case":[60,158],"they":[65],"typically":[66],"require":[67],"availability":[69],"lexicons":[71],"by":[73,148],"valence":[74],"and/or":[75],"intensity.":[76],"One":[77],"majors":[80],"problems":[81],"related":[82],"to":[83,102,123,130],"treatment":[85],"dialect":[90],"is":[91,100],"lack":[93],"above":[96],"resources.":[97],"This":[98],"survey":[99,151],"aimed":[101],"highlight":[103],"most":[105,113,136],"recent":[106,114,134],"resources":[107],"that":[108],"have":[109],"been":[110],"constructed":[111],"advances":[115],"in":[116,177],"context":[118],"(related":[122],"language).":[127],"It":[128],"refers":[129],"about":[131],"one":[132],"hundred":[133],"papers,":[135],"which":[138],"published":[139],"between":[140],"2015":[141],"2018.":[143],"These":[144],"works":[145],"classified":[147],"category":[149],"(as":[150],"work":[152],"vs.":[153],"solution":[154,160],"work).":[155],"works,":[161],"we":[162],"focus":[163],"on":[164],"construction":[166],"corpus.":[171],"We":[172],"also":[173],"propose":[174],"new":[175],"trends":[176],"analysis,":[180],"mainly":[181],"employing":[182],"deep":[183],"techniques.":[185]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}