{"id":"https://openalex.org/W3174780011","doi":"https://doi.org/10.3390/data6060067","title":"Semantic Partitioning and Machine Learning in Sentiment Analysis","display_name":"Semantic Partitioning and Machine Learning in Sentiment Analysis","publication_year":2021,"publication_date":"2021-06-21","ids":{"openalex":"https://openalex.org/W3174780011","doi":"https://doi.org/10.3390/data6060067","mag":"3174780011"},"language":"en","primary_location":{"id":"doi:10.3390/data6060067","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data6060067","pdf_url":"https://www.mdpi.com/2306-5729/6/6/67/pdf?version=1624452606","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/6/6/67/pdf?version=1624452606","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051791080","display_name":"Ebaa Fayyoumi","orcid":"https://orcid.org/0000-0001-7577-288X"},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Ebaa Fayyoumi","raw_affiliation_strings":["Department of Computer Science and Applications, Faculty of Prince Al-Hussein Bin Abdallah II for Information Technology, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Applications, Faculty of Prince Al-Hussein Bin Abdallah II for Information Technology, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057915424","display_name":"Sahar Idwan","orcid":"https://orcid.org/0000-0002-3602-4325"},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Sahar Idwan","raw_affiliation_strings":["Department of Computer Science and Applications, Faculty of Prince Al-Hussein Bin Abdallah II for Information Technology, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Applications, Faculty of Prince Al-Hussein Bin Abdallah II for Information Technology, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051791080"],"corresponding_institution_ids":["https://openalex.org/I157392197"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.6998,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76016394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":"6","first_page":"67","last_page":"67"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.995199978351593,"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":0.8079864978790283},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7909724712371826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7194858193397522},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.653411865234375},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.6338601112365723},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4736824333667755},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.4593655467033386},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.24648410081863403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079864978790283},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7909724712371826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7194858193397522},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.653411865234375},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.6338601112365723},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4736824333667755},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.4593655467033386},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.24648410081863403},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/data6060067","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data6060067","pdf_url":"https://www.mdpi.com/2306-5729/6/6/67/pdf?version=1624452606","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jdataj:v:6:y:2021:i:6:p:67-:d:579190","is_oa":false,"landing_page_url":"https://www.mdpi.com/2306-5729/6/6/67/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:82aa420f042e476e9681fbba82af70d3","is_oa":true,"landing_page_url":"https://doaj.org/article/82aa420f042e476e9681fbba82af70d3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 6, Iss 6, p 67 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2306-5729/6/6/67/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/data6060067","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Data; Volume 6; Issue 6; Pages: 67","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/data6060067","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data6060067","pdf_url":"https://www.mdpi.com/2306-5729/6/6/67/pdf?version=1624452606","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3174780011.pdf","grobid_xml":"https://content.openalex.org/works/W3174780011.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W84520917","https://openalex.org/W172260869","https://openalex.org/W1555243480","https://openalex.org/W1581032865","https://openalex.org/W1968620120","https://openalex.org/W1981731450","https://openalex.org/W1984708705","https://openalex.org/W2014711341","https://openalex.org/W2019759670","https://openalex.org/W2027232045","https://openalex.org/W2043287290","https://openalex.org/W2053481403","https://openalex.org/W2108646579","https://openalex.org/W2114401841","https://openalex.org/W2120400822","https://openalex.org/W2120626200","https://openalex.org/W2127613773","https://openalex.org/W2140190241","https://openalex.org/W2151739810","https://openalex.org/W2164211902","https://openalex.org/W2328094726","https://openalex.org/W2400032930","https://openalex.org/W2510315408","https://openalex.org/W2518777624","https://openalex.org/W2555726678","https://openalex.org/W2594887016","https://openalex.org/W2608178616","https://openalex.org/W2612769033","https://openalex.org/W2621199241","https://openalex.org/W2737990573","https://openalex.org/W2742040463","https://openalex.org/W2753498304","https://openalex.org/W2779147441","https://openalex.org/W2890269216","https://openalex.org/W2894837025","https://openalex.org/W2900445065","https://openalex.org/W2901408553","https://openalex.org/W2907104027","https://openalex.org/W2914537577","https://openalex.org/W2915357442","https://openalex.org/W2943969893","https://openalex.org/W2944780533","https://openalex.org/W2962631329","https://openalex.org/W2980481399","https://openalex.org/W2982532442","https://openalex.org/W3004283970","https://openalex.org/W3020164937","https://openalex.org/W3021514569","https://openalex.org/W3027457715","https://openalex.org/W3033769823","https://openalex.org/W3049122368","https://openalex.org/W3099522378","https://openalex.org/W3112769063","https://openalex.org/W3113817575","https://openalex.org/W3118751087","https://openalex.org/W3129444530","https://openalex.org/W3131676280","https://openalex.org/W3152524748","https://openalex.org/W3165270828","https://openalex.org/W3165484350","https://openalex.org/W4213113494","https://openalex.org/W6677173349","https://openalex.org/W6678409283","https://openalex.org/W6730256100","https://openalex.org/W6759196281","https://openalex.org/W6761925751","https://openalex.org/W6773385196","https://openalex.org/W6779522929","https://openalex.org/W6785511110","https://openalex.org/W6790385185","https://openalex.org/W6796248404","https://openalex.org/W7043064362"],"related_works":["https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2400337198","https://openalex.org/W2354902965","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W1984947604"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"sentiment":[3],"analysis":[4],"in":[5,105],"Arabic":[6,32,40,63],"tweets":[7,51,86,104],"that":[8,116],"have":[9,77],"the":[10,21,30,37,46,49,84,94,99,106,117,121,129,132,138,145],"presence":[11],"of":[12,48,61,120,131,141],"Jordanian":[13],"dialect.":[14],"A":[15],"new":[16],"dataset":[17,96],"was":[18,91],"collected":[19,50,85,146],"during":[20],"coronavirus":[22],"disease":[23],"(COVID-19)":[24],"pandemic.":[25],"We":[26],"demonstrate":[27],"two":[28],"models:":[29],"Traditional":[31],"Language":[33,41],"(TAL)":[34],"model":[35,43,108,123,134],"and":[36,59,74,82,126],"Semantic":[38],"Partitioning":[39],"(SPAL)":[42],"to":[44,80,136],"envisage":[45],"polarity":[47],"by":[52,97],"invoking":[53,110],"several,":[54],"well-known":[55],"classifiers.":[56,112],"The":[57,88,113],"extraction":[58],"allocation":[60],"numerous":[62],"features,":[64,68,71,73,76],"such":[65],"as":[66],"lexical":[67],"writing":[69],"style":[70],"grammatical":[72],"emotional":[75],"been":[78],"used":[79],"analyze":[81],"classify":[83],"semantically.":[87],"partitioning":[89,143],"concept":[90],"performed":[92],"on":[93,144],"original":[95],"utilizing":[98],"hidden":[100],"semantic":[101,142],"meaning":[102],"between":[103],"SPAL":[107,122],"before":[109],"various":[111],"experimentation":[114],"reveals":[115],"overall":[118],"performance":[119,130],"competes":[124],"over":[125],"better":[127],"than":[128],"TAL":[133],"due":[135],"imposing":[137],"genuine":[139],"idea":[140],"dataset.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
