{"id":"https://openalex.org/W3093590206","doi":"https://doi.org/10.1109/icccnt49239.2020.9225611","title":"Neural Network Based Bengali News Headline Multi Classification System: Selection of Features describes Comparative Performance","display_name":"Neural Network Based Bengali News Headline Multi Classification System: Selection of Features describes Comparative Performance","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3093590206","doi":"https://doi.org/10.1109/icccnt49239.2020.9225611","mag":"3093590206"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th 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/A5052865748","display_name":"Sharun Akter Khushbu","orcid":"https://orcid.org/0000-0002-8900-8580"},"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":"Sharun Akter Khushbu","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032200051","display_name":"Abu Kaisar Mohammad Masum","orcid":"https://orcid.org/0000-0003-3190-9041"},"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":"Abu Kaisar Mohammad Masum","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034385435","display_name":"Sheikh Abujar","orcid":"https://orcid.org/0000-0002-3563-2118"},"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":"Sheikh Abujar","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069954640","display_name":"Syed Akhter Hossain","orcid":"https://orcid.org/0000-0001-6546-9692"},"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":"Syed Akhter Hossain","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052865748"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":1.3256,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85016047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9958999752998352,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9925000071525574,"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":0.9469246864318848},{"id":"https://openalex.org/keywords/headline","display_name":"Headline","score":0.7942285537719727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7678077220916748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7055455446243286},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.653999924659729},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5211722254753113},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5099917650222778},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4983634948730469},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.4957228899002075},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4932345747947693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4830823242664337},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4554159641265869},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.12170928716659546},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09582206606864929}],"concepts":[{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.9469246864318848},{"id":"https://openalex.org/C2778689934","wikidata":"https://www.wikidata.org/wiki/Q1313396","display_name":"Headline","level":2,"score":0.7942285537719727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7678077220916748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7055455446243286},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.653999924659729},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5211722254753113},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5099917650222778},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4983634948730469},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.4957228899002075},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4932345747947693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4830823242664337},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4554159641265869},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.12170928716659546},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09582206606864929},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1211014924","https://openalex.org/W1702656447","https://openalex.org/W1971991705","https://openalex.org/W1999440913","https://openalex.org/W2000273237","https://openalex.org/W2060862064","https://openalex.org/W2084319893","https://openalex.org/W2118736565","https://openalex.org/W2562781711","https://openalex.org/W2587034523","https://openalex.org/W2601617550","https://openalex.org/W2726091402","https://openalex.org/W2741065173","https://openalex.org/W2794515747","https://openalex.org/W2809338452","https://openalex.org/W2891768540","https://openalex.org/W2905415549","https://openalex.org/W2910921236","https://openalex.org/W2913389484","https://openalex.org/W2947682457","https://openalex.org/W2950799833","https://openalex.org/W2955082628","https://openalex.org/W2963526661","https://openalex.org/W2979947476","https://openalex.org/W2998706140","https://openalex.org/W3000897208","https://openalex.org/W3005331979","https://openalex.org/W3009539269","https://openalex.org/W6758879197","https://openalex.org/W6772326125"],"related_works":["https://openalex.org/W2084490135","https://openalex.org/W2895890526","https://openalex.org/W133138728","https://openalex.org/W4205508672","https://openalex.org/W3197651372","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W3135818052"],"abstract_inverted_index":{"The":[0],"modern":[1],"era":[2],"is":[3,11,19,32,64],"gradually":[4],"developing":[5],"in":[6],"all":[7,53],"sectors.":[8],"Moreover,":[9],"development":[10],"necessary":[12],"to":[13,36,48,69,80,100],"research.":[14],"Accordingly":[15],"natural":[16],"language":[17],"processing":[18],"the":[20,30,37,49,88,93],"expanding":[21],"area":[22],"of":[23,41,52,59,95,112],"process":[24],"text.":[25],"At":[26],"present":[27],"year,":[28],"memorizing":[29],"data":[31],"very":[33],"tough":[34],"due":[35],"rapidly":[38],"growing":[39],"volume":[40],"data.":[42],"Newspapers":[43],"are":[44],"a":[45,57,120],"great":[46],"habit":[47],"whole":[50],"world":[51],"ages.":[54],"To":[55],"acquire":[56],"variety":[58],"knowledge":[60],"from":[61],"different":[62],"segments":[63],"entertaining":[65],"by":[66,82,109],"themselves.":[67],"According":[68],"this":[70],"work":[71],"using":[72],"bengali":[73,138],"news":[74,85],"headline":[75],"may":[76],"be":[77],"more":[78],"specific":[79],"others":[81],"defining":[83],"its":[84],"type.":[86],"Therefore":[87],"machine":[89],"can":[90],"smartly":[91],"review":[92],"sequence":[94],"sentences":[96],"within":[97],"reach":[98],"output":[99],"find":[101],"newstype.":[102],"With":[103],"experiment,":[104],"we":[105],"connect":[106],"our":[107],"approach":[108],"Neural":[110,133],"Network":[111],"adoption":[113],"with":[114,119],"90%":[115],"accuracy":[116],"performance.":[117],"Coming":[118],"momentous":[121],"outcome":[122],"we've":[123],"done":[124],"Multi":[125],"Classification":[126],"reached":[127],"at":[128],"SVM,":[129],"NB,":[130],"Logistic":[131],"Regression,":[132],"Network,":[134],"Random":[135],"forest":[136],"applying":[137],"dataset.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}