{"id":"https://openalex.org/W4404031539","doi":"https://doi.org/10.1109/icccnt61001.2024.10725173","title":"NewsNet: A Comprehensive Neural Network Hybrid Model for Efficient Bangla News Categorization","display_name":"NewsNet: A Comprehensive Neural Network Hybrid Model for Efficient Bangla News Categorization","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031539","doi":"https://doi.org/10.1109/icccnt61001.2024.10725173"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5068389775","display_name":"Shakil Rana","orcid":"https://orcid.org/0009-0009-9660-0396"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Shakil Rana","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109666507","display_name":"Md. Injamul Haque","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Injamul Haque","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108709276","display_name":"Naznin Sultana","orcid":"https://orcid.org/0000-0002-7302-5343"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Naznin Sultana","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Abdul Fattah Amid","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdul Fattah Amid","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092689676","display_name":"Md Jabed Hosen","orcid":"https://orcid.org/0009-0005-8921-6493"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Jabed Hosen","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420839","display_name":"Md. Saiful Islam","orcid":"https://orcid.org/0000-0001-9236-380X"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Saiful Islam","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068389775"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.3345,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67528969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9089000225067139,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9089000225067139,"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/bengali","display_name":"Bengali","score":0.801337718963623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7651009559631348},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7246603965759277},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6040068864822388},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5477657914161682},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44415199756622314}],"concepts":[{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.801337718963623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7651009559631348},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7246603965759277},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6040068864822388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5477657914161682},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44415199756622314}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1650531274","https://openalex.org/W2131774270","https://openalex.org/W2157331557","https://openalex.org/W2802566028","https://openalex.org/W2911375267","https://openalex.org/W2937423263","https://openalex.org/W2953901787","https://openalex.org/W3016857126","https://openalex.org/W3024761859","https://openalex.org/W3091233607","https://openalex.org/W3097159520","https://openalex.org/W3129959505","https://openalex.org/W3154732879","https://openalex.org/W3172185935","https://openalex.org/W3176748850","https://openalex.org/W3213586457","https://openalex.org/W4210684168","https://openalex.org/W4291824805","https://openalex.org/W4296461683","https://openalex.org/W4361291678","https://openalex.org/W4381664020","https://openalex.org/W4396219606","https://openalex.org/W6638545294","https://openalex.org/W6749594046","https://openalex.org/W6771437337"],"related_works":["https://openalex.org/W2084490135","https://openalex.org/W4298170800","https://openalex.org/W2895890526","https://openalex.org/W617692174","https://openalex.org/W2794758919","https://openalex.org/W4232781930","https://openalex.org/W2028401451","https://openalex.org/W2769530083","https://openalex.org/W3161006337","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Through":[0],"the":[1,9,50,58,84,96,108],"internet,":[2],"Bangla":[3,41,66,74],"news":[4,16,42],"has":[5,69,179],"grown":[6],"enormously":[7],"within":[8],"modern":[10],"era":[11],"of":[12,33,39,53,57,61,167],"digital":[13],"information.":[14],"Every":[15],"outlet":[17],"came":[18],"up":[19],"with":[20,49,152],"its":[21],"own":[22],"categorizing":[23],"system":[24,81],"in":[25],"order":[26],"to":[27,77,88,184],"handle":[28],"such":[29,142],"a":[30,102,156,164],"huge":[31],"quantity":[32],"content.":[34],"The":[35],"organization":[36],"and":[37,82,114,131,146,173],"categorization":[38],"online":[40],"articles,":[43],"however,":[44],"might":[45],"not":[46],"always":[47],"correspond":[48],"particular":[51],"requirements":[52],"different":[54],"users":[55],"because":[56],"heterogeneous":[59],"nature":[60],"these":[62],"platforms.":[63],"Also,":[64],"multiclass":[65],"text":[67,103],"classification":[68,104],"become":[70],"increasingly":[71],"important":[72],"for":[73],"newspaper":[75],"platforms":[76],"enhance":[78],"their":[79,90],"recommendation":[80],"reduce":[83],"manual":[85],"labor":[86],"required":[87],"classify":[89],"various":[91],"article":[92],"categories.":[93],"To":[94],"address":[95],"above":[97],"limitation,":[98],"we":[99,122],"introduced":[100],"NewsNet":[101,178],"approach":[105],"by":[106],"combining":[107],"embedding":[109],"layer,":[110],"convolutional":[111],"neural":[112,116,120],"network(cnn),":[113],"recurrent":[115,119,129],"network.":[117],"In":[118],"networks(rnn),":[121],"have":[123,136,150],"employed":[124],"two":[125],"models":[126],"including":[127],"gated":[128],"unit":[130],"bidirectional-LSTM":[132],"(biLSTM)":[133],"respectively.":[134,177],"We":[135,149],"also":[137],"used":[138],"several":[139],"preprocessing":[140],"techniques":[141],"as":[143],"Label":[144],"encoder":[145],"tokenization":[147],"correspondingly.":[148],"experimented":[151],"our":[153],"model":[154],"on":[155,187],"Kaggle":[157,189],"dataset":[158],"called":[159],"\u201cBangla":[160],"Newspaper":[161],"Dataset\u201d.NewsNet":[162],"achieved":[163],"good":[165],"accuracy":[166],"94.57%,":[168],"94.51%":[169],"precision,":[170],"94.32%":[171],"recall,":[172],"94.43%":[174],"f1":[175],"score":[176],"demonstrated":[180],"superior":[181],"performance":[182],"compared":[183],"other":[185],"approaches":[186],"this":[188],"dataset.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
