{"id":"https://openalex.org/W4408565607","doi":"https://doi.org/10.1109/icdmw65004.2024.00027","title":"Bengali Cyberbullying: Detection, Categorization, and Gender Bias Analysis","display_name":"Bengali Cyberbullying: Detection, Categorization, and Gender Bias Analysis","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4408565607","doi":"https://doi.org/10.1109/icdmw65004.2024.00027"},"language":"en","primary_location":{"id":"doi:10.1109/icdmw65004.2024.00027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw65004.2024.00027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Data Mining Workshops (ICDMW)","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/A5111285702","display_name":"Md. Mithun Hossain","orcid":"https://orcid.org/0009-0001-4883-1802"},"institutions":[{"id":"https://openalex.org/I4210147955","display_name":"Bangladesh University of Business and Technology","ror":"https://ror.org/0400am365","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210147955"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Mithun Hossain","raw_affiliation_strings":["Bangladesh University of Business and Technology,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Bangladesh University of Business and Technology,Bangladesh","institution_ids":["https://openalex.org/I4210147955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083695209","display_name":"Md. Shakil Hossain","orcid":"https://orcid.org/0000-0002-4535-9223"},"institutions":[{"id":"https://openalex.org/I4210147955","display_name":"Bangladesh University of Business and Technology","ror":"https://ror.org/0400am365","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210147955"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Shakil Hossain","raw_affiliation_strings":["Bangladesh University of Business and Technology,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Bangladesh University of Business and Technology,Bangladesh","institution_ids":["https://openalex.org/I4210147955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046748734","display_name":"Sudipto Chaki","orcid":"https://orcid.org/0000-0002-7286-6722"},"institutions":[{"id":"https://openalex.org/I4210147955","display_name":"Bangladesh University of Business and Technology","ror":"https://ror.org/0400am365","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210147955"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sudipto Chaki","raw_affiliation_strings":["Bangladesh University of Business and Technology,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Bangladesh University of Business and Technology,Bangladesh","institution_ids":["https://openalex.org/I4210147955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739173","display_name":"Md. Saifur Rahman","orcid":"https://orcid.org/0000-0003-4851-7546"},"institutions":[{"id":"https://openalex.org/I4210147955","display_name":"Bangladesh University of Business and Technology","ror":"https://ror.org/0400am365","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210147955"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Saifur Rahman","raw_affiliation_strings":["Bangladesh University of Business and Technology,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Bangladesh University of Business and Technology,Bangladesh","institution_ids":["https://openalex.org/I4210147955"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034828056","display_name":"Mohammad Ali Moni","orcid":"https://orcid.org/0000-0003-0756-1006"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Moni","raw_affiliation_strings":["Artificial Intelligence and Cyber Futures Institute Charles Sturt University,Bathurst,NSW,Australia,2795"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Cyber Futures Institute Charles Sturt University,Bathurst,NSW,Australia,2795","institution_ids":["https://openalex.org/I153230381"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111285702"],"corresponding_institution_ids":["https://openalex.org/I4210147955"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26277913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"154","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9965000152587891,"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":0.9965000152587891,"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/T10485","display_name":"Bullying, Victimization, and Aggression","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bengali","display_name":"Bengali","score":0.9318303465843201},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8265144228935242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5792344212532043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4336462616920471},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3755306601524353}],"concepts":[{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.9318303465843201},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8265144228935242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5792344212532043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4336462616920471},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3755306601524353}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdmw65004.2024.00027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw65004.2024.00027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2084490135","https://openalex.org/W4298170800","https://openalex.org/W2895890526","https://openalex.org/W2028401451","https://openalex.org/W2769530083","https://openalex.org/W3161006337","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Cyberbullying":[0],"has":[1],"spread":[2],"like":[3,115],"wildfire":[4],"on":[5,62],"social":[6],"media,":[7],"seriously":[8],"harming":[9],"people\u2019s":[10],"emotional":[11],"and":[12,18,35,72,83,102,118,132,149],"physical":[13],"health.":[14],"Because":[15],"of":[16,84,94,99,105,124],"linguistic":[17,147],"cultural":[19],"differences,":[20],"addressing":[21],"this":[22],"issue":[23],"in":[24,47,144],"Bengali":[25,155],"poses":[26],"particular":[27,106],"difficulties.":[28],"By":[29],"emphasizing":[30],"three":[31],"crucial":[32],"tasks\u2014detection,":[33],"classification,":[34,128],"gender":[36,95,127],"bias":[37],"analysis\u2014this":[38],"study":[39],"offers":[40],"a":[41,56,63,151],"thorough":[42],"strategy":[43],"to":[44,75,91,161],"combat":[45],"cyberbullying":[46,100,156],"Bengali.":[48],"To":[49],"handle":[50],"multiple":[51],"tasks":[52],"concurrently,":[53],"we":[54],"provide":[55],"unique":[57],"multi-task":[58],"learning":[59],"framework":[60],"based":[61],"Transformer-based":[64],"model.":[65],"The":[66,109],"process":[67],"involves":[68],"pre-trained":[69],"tokenization,":[70],"augmentation,":[71],"data":[73,80,165],"cleaning":[74],"guarantee":[76],"that":[77],"the":[78,92,97,103,141],"supplied":[79],"is":[81],"relevant":[82],"high":[85],"quality.":[86],"We":[87],"assess":[88],"our":[89],"approach":[90],"investigation":[93],"bias,":[96],"classification":[98],"categories,":[101],"identification":[104],"bullying":[107,135],"labels.":[108],"Transformer":[110],"model":[111],"outperforms":[112],"baseline":[113],"models":[114],"Bi-LSTM,":[116],"Bi-GRU,":[117],"CNN,":[119],"with":[120],"Macro":[121],"F1":[122],"scores":[123],"97.73%":[125],"for":[126,130,134,154],"95.31%":[129],"categorization,":[131],"98.61%":[133],"label":[136],"detection.":[137],"These":[138],"findings":[139],"demonstrate":[140],"model\u2019s":[142],"efficacy":[143],"identifying":[145],"nuanced":[146],"patterns":[148],"offer":[150],"solid":[152],"remedy":[153],"analysis,":[157],"demonstrating":[158],"its":[159],"capacity":[160],"manage":[162],"complex":[163],"text":[164],"effectively.":[166]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
