{"id":"https://openalex.org/W4386938095","doi":"https://doi.org/10.1007/978-3-031-41774-0_8","title":"Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Tunisian Dialectical Facebook Content During the Spread of the Coronavirus Pandemic","display_name":"Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Tunisian Dialectical Facebook Content During the Spread of the Coronavirus Pandemic","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386938095","doi":"https://doi.org/10.1007/978-3-031-41774-0_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-41774-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-41774-0_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04224265/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061349577","display_name":"Samawel Jaballi","orcid":"https://orcid.org/0000-0002-6096-6048"},"institutions":[{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Samawel Jaballi","raw_affiliation_strings":["Department of Computer Science, Faculty of Sciences of Monastir, University of Monastir, Monastir, Tunisia","LaBRI, University of Bordeaux, Talence, France","Research Laboratory in Algebra Numbers Theory and Intelligent Systems, Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Sciences of Monastir, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"LaBRI, University of Bordeaux, Talence, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"Research Laboratory in Algebra Numbers Theory and Intelligent Systems, Monastir, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049328936","display_name":"Manar Joundy Hazar","orcid":"https://orcid.org/0000-0001-6896-033X"},"institutions":[{"id":"https://openalex.org/I4210126504","display_name":"University of Al-Qadisiyah","ror":"https://ror.org/02ewzwr87","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210126504"]},{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["IQ","TN"],"is_corresponding":false,"raw_author_name":"Manar Joundy Hazar","raw_affiliation_strings":["Computer Center, University of Al -Qadisiyah, Qadisiyah, Iraq","Department of Computer Science, Faculty of Sciences of Monastir, University of Monastir, Monastir, Tunisia","Research Laboratory in Algebra Numbers Theory and Intelligent Systems, Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computer Center, University of Al -Qadisiyah, Qadisiyah, Iraq","institution_ids":["https://openalex.org/I4210126504"]},{"raw_affiliation_string":"Department of Computer Science, Faculty of Sciences of Monastir, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Research Laboratory in Algebra Numbers Theory and Intelligent Systems, Monastir, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022030754","display_name":"Salah Zrigui","orcid":"https://orcid.org/0009-0002-5476-9539"},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Salah Zrigui","raw_affiliation_strings":["Laboratory LIG, CS 40700, 38058 Cedex, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Laboratory LIG, CS 40700, 38058 Cedex, Grenoble, France","institution_ids":["https://openalex.org/I4210104430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001643044","display_name":"Henri Nicolas","orcid":"https://orcid.org/0000-0003-2179-4965"},"institutions":[{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Henri Nicolas","raw_affiliation_strings":["LaBRI, University of Bordeaux, Talence, France"],"affiliations":[{"raw_affiliation_string":"LaBRI, University of Bordeaux, Talence, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210160189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022321580","display_name":"Mounir Zrigui","orcid":"https://orcid.org/0000-0002-4199-8925"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mounir Zrigui","raw_affiliation_strings":["Department of Computer Science, Faculty of Sciences of Monastir, University of Monastir, Monastir, Tunisia","Research Laboratory in Algebra Numbers Theory and Intelligent Systems, Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Sciences of Monastir, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Research Laboratory in Algebra Numbers Theory and Intelligent Systems, Monastir, Tunisia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061349577"],"corresponding_institution_ids":["https://openalex.org/I15057530","https://openalex.org/I166928557","https://openalex.org/I4210142254","https://openalex.org/I4210160189"],"apc_list":null,"apc_paid":null,"fwci":6.3291,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97131753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9861000180244446,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.769740104675293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.703929603099823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6752064228057861},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6154941916465759},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5863667130470276},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5625536441802979},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5461491346359253},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5375416278839111},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.5362585783004761},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4914802312850952},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4763767421245575},{"id":"https://openalex.org/keywords/dialectic","display_name":"Dialectic","score":0.45664945244789124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4390200674533844},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4209047853946686},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35021063685417175},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19795331358909607},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15993618965148926},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15531793236732483},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.13488927483558655}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.769740104675293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.703929603099823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6752064228057861},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6154941916465759},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5863667130470276},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5625536441802979},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5461491346359253},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5375416278839111},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5362585783004761},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4914802312850952},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4763767421245575},{"id":"https://openalex.org/C13184196","wikidata":"https://www.wikidata.org/wiki/Q9453","display_name":"Dialectic","level":2,"score":0.45664945244789124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4390200674533844},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4209047853946686},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35021063685417175},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19795331358909607},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15993618965148926},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15531793236732483},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.13488927483558655},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-41774-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-41774-0_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04224265v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04224265","pdf_url":"https://hal.science/hal-04224265/document","source":{"id":"https://openalex.org/S4406922453","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ngoc Thanh Nguyen; L\u00e1szl\u00f3 Guly\u00e1s; Manuel Nunez; Jan Treur; Gottfried Vossen; Adrianna Kozierkiewicz; J\u00e1nos Botzheim. Advances in Computational Collective Intelligence. 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27\u201329, 2023, Proceedings, 1864, Springer Nature Switzerland, pp.96 - 109, 2023, Communications in Computer and Information Science, 978-3-031-41773-3. ⟨10.1007/978-3-031-41774-0_8⟩","raw_type":"Book sections"},{"id":"pmh:oai:HAL:hal-04819377v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04819377","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CCIS 67 Communications in Computer and Information Sciences series, 2023, 1864","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04224265v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04224265","pdf_url":"https://hal.science/hal-04224265/document","source":{"id":"https://openalex.org/S4406922453","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ngoc Thanh Nguyen; L\u00e1szl\u00f3 Guly\u00e1s; Manuel Nunez; Jan Treur; Gottfried Vossen; Adrianna Kozierkiewicz; J\u00e1nos Botzheim. Advances in Computational Collective Intelligence. 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27\u201329, 2023, Proceedings, 1864, Springer Nature Switzerland, pp.96 - 109, 2023, Communications in Computer and Information Science, 978-3-031-41773-3. ⟨10.1007/978-3-031-41774-0_8⟩","raw_type":"Book sections"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386938095.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1933546049","https://openalex.org/W1999180776","https://openalex.org/W2027232045","https://openalex.org/W2039262892","https://openalex.org/W2043970949","https://openalex.org/W2088394786","https://openalex.org/W2106090053","https://openalex.org/W2114985053","https://openalex.org/W2127806801","https://openalex.org/W2278252977","https://openalex.org/W2558208845","https://openalex.org/W2585504183","https://openalex.org/W2585983349","https://openalex.org/W2731217304","https://openalex.org/W2740432722","https://openalex.org/W2906725291","https://openalex.org/W2915357442","https://openalex.org/W2952770019","https://openalex.org/W2970442271","https://openalex.org/W2979127355","https://openalex.org/W3089774903","https://openalex.org/W3103339821","https://openalex.org/W3113076946","https://openalex.org/W4285410993","https://openalex.org/W4296499367","https://openalex.org/W4296500058","https://openalex.org/W4296886484","https://openalex.org/W4312795223"],"related_works":["https://openalex.org/W2371766878","https://openalex.org/W122415103","https://openalex.org/W2348813647","https://openalex.org/W2129530350","https://openalex.org/W2372060123","https://openalex.org/W611692842","https://openalex.org/W2349659979","https://openalex.org/W2390688743","https://openalex.org/W2372326679","https://openalex.org/W2350599723"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}