{"id":"https://openalex.org/W4386500697","doi":"https://doi.org/10.1007/978-3-031-40598-3_7","title":"Cyberbullying: A BERT Bi-LSTM Solution for Hate Speech Detection","display_name":"Cyberbullying: A BERT Bi-LSTM Solution for Hate Speech Detection","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386500697","doi":"https://doi.org/10.1007/978-3-031-40598-3_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-40598-3_7","doi":"https://doi.org/10.1007/978-3-031-40598-3_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40598-3_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4386500419","display_name":"Proceedings of the International Conference on Applied Cybersecurity (ACS) 2023"},"type":"conference-paper","is_traditional":true,"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/A5092767620","display_name":"Sihem Nouas","orcid":"https://orcid.org/0009-0001-2111-2613","observed_orcids":["https://orcid.org/0009-0001-2111-2613"]},"institutions":[{"id":"https://openalex.org/I83332908","display_name":"University of Blida","ror":"https://ror.org/03g41pw14","country_code":"DZ","type":"education","lineage":["https://openalex.org/I83332908"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Sihem Nouas","raw_affiliation_strings":["University of Saad Dahleb, Somaa, Blida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Saad Dahleb, Somaa, Blida, Algeria","institution_ids":["https://openalex.org/I83332908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024049568","display_name":"Fatima Boumahdi","orcid":"https://orcid.org/0000-0001-6255-9713","observed_orcids":["https://orcid.org/0000-0001-6255-9713"]},"institutions":[{"id":"https://openalex.org/I83332908","display_name":"University of Blida","ror":"https://ror.org/03g41pw14","country_code":"DZ","type":"education","lineage":["https://openalex.org/I83332908"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fatima Boumahdi","raw_affiliation_strings":["University of Saad Dahleb, Somaa, Blida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Saad Dahleb, Somaa, Blida, Algeria","institution_ids":["https://openalex.org/I83332908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058997422","display_name":"Amina Madani","orcid":"https://orcid.org/0009-0008-3896-3618","observed_orcids":["https://orcid.org/0009-0008-3896-3618"]},"institutions":[{"id":"https://openalex.org/I83332908","display_name":"University of Blida","ror":"https://ror.org/03g41pw14","country_code":"DZ","type":"education","lineage":["https://openalex.org/I83332908"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amina Madani","raw_affiliation_strings":["University of Saad Dahleb, Somaa, Blida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Saad Dahleb, Somaa, Blida, Algeria","institution_ids":["https://openalex.org/I83332908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021051701","display_name":"Fouaz Berrhail","orcid":"https://orcid.org/0000-0001-7986-3578","observed_orcids":["https://orcid.org/0000-0001-7986-3578"]},"institutions":[{"id":"https://openalex.org/I83332908","display_name":"University of Blida","ror":"https://ror.org/03g41pw14","country_code":"DZ","type":"education","lineage":["https://openalex.org/I83332908"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fouaz Berrhail","raw_affiliation_strings":["University of Saad Dahleb, Somaa, Blida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Saad Dahleb, Somaa, Blida, Algeria","institution_ids":["https://openalex.org/I83332908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5092767620"],"corresponding_institution_ids":["https://openalex.org/I83332908"],"apc_list":null,"apc_paid":null,"fwci":0.6628,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71858735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","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/T12262","display_name":"Hate Speech and Cyberbullying Detection","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.0,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.0,"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/cyberbullying","display_name":"cyberbullying","score":0.9150000214576721},{"id":"https://openalex.org/keywords/hate-speech-detection","display_name":"hate speech detection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/bert","display_name":"BERT","score":0.902999997138977},{"id":"https://openalex.org/keywords/bilstm","display_name":"BiLSTM","score":0.9620000123977661},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.7820000052452087},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.8330000042915344},{"id":"https://openalex.org/keywords/minority-class-detection","display_name":"minority class detection","score":0.8949999809265137},{"id":"https://openalex.org/keywords/social-media-content","display_name":"social media content","score":0.44600000977516174}],"concepts":[{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7508852481842041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7158313393592834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.617196798324585},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5397506952285767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.507597804069519},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4599778354167938},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45723849534988403},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4505791664123535},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.4115103781223297},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3900440037250519},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.3088119626045227},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-40598-3_7","doi":"https://doi.org/10.1007/978-3-031-40598-3_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40598-3_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1871142974","https://openalex.org/W2181854537","https://openalex.org/W2473555522","https://openalex.org/W2595653137","https://openalex.org/W2784010253","https://openalex.org/W2801887493","https://openalex.org/W2888488585","https://openalex.org/W2890727387","https://openalex.org/W2910392363","https://openalex.org/W2949094806","https://openalex.org/W2980243032","https://openalex.org/W3005345180","https://openalex.org/W3036886458","https://openalex.org/W3092495111","https://openalex.org/W3147570035","https://openalex.org/W3153712291"],"related_works":["https://openalex.org/W4399079664","https://openalex.org/W4410187537","https://openalex.org/W4392641862","https://openalex.org/W4401609749","https://openalex.org/W4390825439","https://openalex.org/W4396671072","https://openalex.org/W7167117717","https://openalex.org/W4411717781","https://openalex.org/W7203599667","https://openalex.org/W4320489128"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2023-09-07T00:00:00"}
