{"id":"https://openalex.org/W2252067416","doi":"https://doi.org/10.3115/v1/w14-3623","title":"A Large Scale Arabic Sentiment Lexicon for Arabic Opinion Mining","display_name":"A Large Scale Arabic Sentiment Lexicon for Arabic Opinion Mining","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2252067416","doi":"https://doi.org/10.3115/v1/w14-3623","mag":"2252067416"},"language":"en","primary_location":{"id":"doi:10.3115/v1/w14-3623","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w14-3623","pdf_url":"https://aclanthology.org/W14-3623.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 EMNLP 2014 Workshop on Arabic Natural Language Processing (ANLP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/W14-3623.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084025527","display_name":"Gilbert Badaro","orcid":"https://orcid.org/0000-0002-7277-617X"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Gilbert Badaro","raw_affiliation_strings":["Electrical and Computer Engineering Department American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025885625","display_name":"Ramy Baly","orcid":"https://orcid.org/0000-0002-6160-6335"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ramy Baly","raw_affiliation_strings":["Electrical and Computer Engineering Department American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088085383","display_name":"Hazem Hajj","orcid":"https://orcid.org/0000-0002-9954-7924"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Hazem Hajj","raw_affiliation_strings":["Electrical and Computer Engineering Department American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084517393","display_name":"Nizar Habash","orcid":"https://orcid.org/0000-0002-1831-3457"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nizar Habash","raw_affiliation_strings":["Computer Science Department New York University Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department New York University Abu Dhabi, UAE","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wassim El-Hajj","orcid":null},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Wassim El-Hajj","raw_affiliation_strings":["Computer Science Department American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084517393"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":17.3373,"has_fulltext":true,"cited_by_count":184,"citation_normalized_percentile":{"value":0.99242505,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"173"},"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":0.9984999895095825,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9972000122070312,"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/arabic","display_name":"Arabic","score":0.8816266655921936},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.779126763343811},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6695621609687805},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6678996682167053},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6348550915718079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5773841142654419},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5051384568214417},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4120592176914215},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05628761649131775},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.044224679470062256}],"concepts":[{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.8816266655921936},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.779126763343811},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6695621609687805},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6678996682167053},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6348550915718079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5773841142654419},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5051384568214417},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4120592176914215},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05628761649131775},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.044224679470062256},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3115/v1/w14-3623","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w14-3623","pdf_url":"https://aclanthology.org/W14-3623.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 EMNLP 2014 Workshop on Arabic Natural Language Processing (ANLP)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.674.4925","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.674.4925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://anthology.aclweb.org/W/W14/W14-3623.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.3115/v1/w14-3623","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w14-3623","pdf_url":"https://aclanthology.org/W14-3623.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 EMNLP 2014 Workshop on Arabic Natural Language Processing (ANLP)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4000000059604645}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309370","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10"},{"id":"https://openalex.org/F4320309815","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05"},{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2252067416.pdf","grobid_xml":"https://content.openalex.org/works/W2252067416.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W38739846","https://openalex.org/W139773487","https://openalex.org/W193524605","https://openalex.org/W1526460642","https://openalex.org/W1967012975","https://openalex.org/W2084046180","https://openalex.org/W2100976324","https://openalex.org/W2102134623","https://openalex.org/W2102381086","https://openalex.org/W2108765529","https://openalex.org/W2114524997","https://openalex.org/W2116702211","https://openalex.org/W2124752409","https://openalex.org/W2126581182","https://openalex.org/W2147272182","https://openalex.org/W2163455955","https://openalex.org/W2250274454","https://openalex.org/W2250734458","https://openalex.org/W2252033489","https://openalex.org/W2949380545","https://openalex.org/W2952186591","https://openalex.org/W2962750587","https://openalex.org/W4388152766","https://openalex.org/W6605711713","https://openalex.org/W6671598539","https://openalex.org/W6678923525","https://openalex.org/W6691625203","https://openalex.org/W6858295858","https://openalex.org/W6890406761"],"related_works":["https://openalex.org/W2888662092","https://openalex.org/W3205826705","https://openalex.org/W2903394456","https://openalex.org/W2902285665","https://openalex.org/W3119550360","https://openalex.org/W2593058442","https://openalex.org/W1631585051","https://openalex.org/W2975174210","https://openalex.org/W2150818832","https://openalex.org/W4200238620"],"abstract_inverted_index":{"Most":[0],"opinion":[1],"mining":[2],"methods":[3,86],"in":[4,110],"English":[5,13],"rely":[6],"successfully":[7],"on":[8,94],"sentiment":[9,24,62,115],"lexicons,":[10,25],"such":[11],"as":[12],"SentiWordnet":[14],"(ESWN).":[15],"While":[16],"there":[17],"have":[18],"been":[19],"efforts":[20],"towards":[21],"building":[22],"Arabic":[23,61,72,77,97],"they":[26],"suffer":[27],"from":[28],"many":[29],"deficiencies:":[30],"limited":[31],"size,":[32],"unclear":[33],"usability":[34],"plan":[35],"given":[36],"Arabic's":[37],"rich":[38],"morphology,":[39],"or":[40],"nonavailability":[41],"publicly.":[42],"In":[43],"this":[44,89],"paper,":[45],"we":[46],"address":[47],"all":[48],"of":[49,68,87,112],"these":[50],"issues":[51],"and":[52,74,83,99,114],"produce":[53],"the":[54,75],"first":[55],"publicly":[56],"available":[57],"large":[58],"scale":[59],"Standard":[60,76],"lexicon":[63,90],"(Ar-SenL)":[64],"using":[65],"a":[66],"combination":[67],"existing":[69],"resources:":[70],"ESWN,":[71],"WordNet,":[73],"Morphological":[78],"Analyzer":[79],"(SAMA).":[80],"We":[81,104],"compare":[82],"combine":[84],"two":[85],"constructing":[88],"with":[91],"an":[92,107],"eye":[93],"insights":[95],"for":[96],"dialects":[98],"other":[100],"low":[101],"resource":[102],"languages.":[103],"also":[105],"present":[106],"extrinsic":[108],"evaluation":[109],"terms":[111],"subjectivity":[113],"analysis.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":10}],"updated_date":"2026-06-09T15:46:55.921056","created_date":"2025-10-10T00:00:00"}
