{"id":"https://openalex.org/W2907395491","doi":"https://doi.org/10.1109/cist.2018.8596563","title":"Opinion and Sentiment Polarity Detection Using Supervised Machine Learning","display_name":"Opinion and Sentiment Polarity Detection Using Supervised Machine Learning","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2907395491","doi":"https://doi.org/10.1109/cist.2018.8596563","mag":"2907395491"},"language":"en","primary_location":{"id":"doi:10.1109/cist.2018.8596563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2018.8596563","pdf_url":null,"source":{"id":"https://openalex.org/S4306498311","display_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","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/A5056314821","display_name":"Ibtissam Touahri","orcid":"https://orcid.org/0000-0002-3396-0476"},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Ibtissam Touahri","raw_affiliation_strings":["Department of Computer Science Faculty of Sciences, University Mohamed, First Oujda, Morocco"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science Faculty of Sciences, University Mohamed, First Oujda, Morocco","institution_ids":["https://openalex.org/I4210108110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040301937","display_name":"Azzeddine Mazroui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Azzeddine Mazroui","raw_affiliation_strings":["Department of Computer Science Faculty of Sciences, University Mohamed, First Oujda, Morocco"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science Faculty of Sciences, University Mohamed, First Oujda, Morocco","institution_ids":["https://openalex.org/I4210108110"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056314821"],"corresponding_institution_ids":["https://openalex.org/I4210108110"],"apc_list":null,"apc_paid":null,"fwci":0.3258,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69193015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9042","issue":null,"first_page":"249","last_page":"253"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9948999881744385,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.9186703562736511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7744666337966919},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.7607120871543884},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7597631216049194},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.7181276082992554},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6653878092765808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6637451648712158},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6122021079063416},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.48901042342185974},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4680848717689514},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4638943672180176},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.24594709277153015}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.9186703562736511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7744666337966919},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.7607120871543884},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7597631216049194},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7181276082992554},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6653878092765808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6637451648712158},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6122021079063416},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.48901042342185974},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4680848717689514},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4638943672180176},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.24594709277153015},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cist.2018.8596563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2018.8596563","pdf_url":null,"source":{"id":"https://openalex.org/S4306498311","display_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W29922207","https://openalex.org/W2003989635","https://openalex.org/W2027232045","https://openalex.org/W2138923868","https://openalex.org/W2141631351","https://openalex.org/W2151739810","https://openalex.org/W2239389665","https://openalex.org/W2413317570","https://openalex.org/W2751156688","https://openalex.org/W2752820248","https://openalex.org/W6680762825"],"related_works":["https://openalex.org/W2519006514","https://openalex.org/W2888662092","https://openalex.org/W3205826705","https://openalex.org/W2903394456","https://openalex.org/W2902285665","https://openalex.org/W2372057287","https://openalex.org/W2975174210","https://openalex.org/W4200238620","https://openalex.org/W2244029015","https://openalex.org/W2287843335"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3],"Opinion":[4],"Mining":[5],"(OM)":[6],"and":[7,19,45],"Sentiment":[8],"Analysis":[9],"(SA)":[10],"for":[11],"Arabic":[12],"language.":[13],"As":[14],"there":[15],"is":[16],"a":[17,29,42,57,73],"lack":[18],"size":[20],"limitedness":[21],"at":[22],"lexicon":[23,51],"level,":[24],"we":[25,89,94],"aim":[26],"to":[27,96],"build":[28],"new":[30,102],"lexical":[31],"resource":[32],"following":[33],"different":[34],"methods,":[35],"manually":[36],"by":[37,47,80],"extracting":[38],"sentimental":[39],"words":[40],"from":[41,60],"selected":[43],"dataset":[44],"semiautomatically":[46],"translating":[48],"an":[49,61],"English":[50],"into":[52],"Arabic.":[53],"We":[54,76],"also":[55],"created":[56],"lemmatized":[58],"version":[59],"existing":[62],"resource.":[63],"These":[64],"resources":[65],"were":[66],"subsequently":[67],"used":[68],"in":[69],"the":[70,82,91,98,101,107,112],"development":[71],"of":[72,85,100,106,114],"polarity":[74,99],"classifier.":[75],"begin":[77],"this":[78],"article":[79],"explaining":[81],"construction":[83],"steps":[84],"these":[86],"resources.":[87],"Then,":[88],"present":[90],"supervised":[92],"approach":[93],"developed":[95],"determine":[97],"data.":[103],"The":[104],"results":[105],"tests":[108],"carried":[109],"out":[110],"show":[111],"relevance":[113],"our":[115],"choices.":[116]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}