{"id":"https://openalex.org/W3212226681","doi":"https://doi.org/10.1109/icccnt51525.2021.9579582","title":"Performance Comparison of Multiple Supervised Learning Algorithms for YouTube Exaggerated Bangla Titles Classification","display_name":"Performance Comparison of Multiple Supervised Learning Algorithms for YouTube Exaggerated Bangla Titles Classification","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3212226681","doi":"https://doi.org/10.1109/icccnt51525.2021.9579582","mag":"3212226681"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579582","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th 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/A5101907617","display_name":"Mirajul Islam","orcid":"https://orcid.org/0000-0003-2496-443X"},"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":"Mirajul Islam","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/A5067934155","display_name":"Nushrat Jahan Ria","orcid":"https://orcid.org/0000-0001-5340-8673"},"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":"Nushrat Jahan Ria","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":"last","author":{"id":"https://openalex.org/A5032530038","display_name":"Jannatul Ferdous Ani","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":"Jannatul Ferdous Ani","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/A5101907617"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.5439,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73373445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9976999759674072,"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":0.9976999759674072,"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":0.9901000261306763,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.983299970626831,"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":0.9443728923797607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.778786301612854},{"id":"https://openalex.org/keywords/entertainment","display_name":"Entertainment","score":0.6709717512130737},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6207944750785828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.503053605556488},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.42205584049224854},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.39006057381629944}],"concepts":[{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.9443728923797607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.778786301612854},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.6709717512130737},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6207944750785828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.503053605556488},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42205584049224854},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.39006057381629944},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579582","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W344537","https://openalex.org/W1832693441","https://openalex.org/W2173595842","https://openalex.org/W2252221254","https://openalex.org/W2330376137","https://openalex.org/W2772380162","https://openalex.org/W2787665061","https://openalex.org/W2900311247","https://openalex.org/W2945597220","https://openalex.org/W3016888066","https://openalex.org/W3029182029","https://openalex.org/W3036920686","https://openalex.org/W3037041048","https://openalex.org/W3040485801","https://openalex.org/W3093590206","https://openalex.org/W3093600732","https://openalex.org/W3093646867","https://openalex.org/W3098597997","https://openalex.org/W3133454186","https://openalex.org/W3134060957","https://openalex.org/W3137015680","https://openalex.org/W4293867625","https://openalex.org/W6600014084","https://openalex.org/W6691192008","https://openalex.org/W6776030365","https://openalex.org/W6784081960","https://openalex.org/W6784794650"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2084490135","https://openalex.org/W2895890526","https://openalex.org/W4298170800","https://openalex.org/W2794758919","https://openalex.org/W617692174","https://openalex.org/W1998201520","https://openalex.org/W1913642778","https://openalex.org/W4300860228","https://openalex.org/W2630858571"],"abstract_inverted_index":{"Exaggerated":[0],"titles":[1,57,75],"of":[2,21,49,103,119,129,139,158],"YouTube":[3,7,96,107,120],"videos":[4,26,62,121,153],"are":[5,46],"annoying.":[6],"has":[8,146],"been":[9],"the":[10,32,35,40,117,137,149],"most":[11,36],"popular":[12],"online":[13],"video":[14,104],"service":[15],"for":[16,163],"several":[17],"years,":[18],"with":[19,122],"billions":[20],"subscribers":[22],"and":[23,52,161,166],"viewers.":[24],"These":[25],"have":[27],"titles.":[28,97,124],"To":[29,77],"attract":[30],"audiences,":[31],"YouTuber":[33],"uses":[34],"interesting":[37],"words":[38],"in":[39,64,116,132],"video's":[41],"title.":[42],"On":[43],"YouTube,":[44],"there":[45],"two":[47,100],"types":[48],"titles:":[50],"consistent":[51],"exaggerated.":[53],"Usually,":[54],"these":[55,73],"exaggerated":[56,74,123,150],"encourage":[58],"people":[59,66],"to":[60],"watch":[61],"but":[63],"reality,":[65],"don't":[67],"get":[68],"much":[69],"entertainment":[70],"by":[71],"watching":[72,109],"videos.":[76,112],"overcome":[78],"this":[79,133],"problem,":[80],"we":[81],"present":[82],"a":[83,127],"Bangla":[84,151],"text":[85],"classification":[86,114],"analysis":[87],"approach":[88],"based":[89],"on":[90,95,106,136],"Natural":[91],"Language":[92],"Processing":[93],"(NLP)":[94],"We":[98,125],"collect":[99],"different":[101],"phases":[102],"data":[105],"after":[108],"so":[110],"many":[111],"This":[113],"assists":[115],"discovery":[118],"used":[126],"total":[128],"six":[130],"models":[131],"research.":[134],"Based":[135],"results":[138,157],"research":[140],"conducted,":[141],"Convolutional":[142],"Neural":[143],"Network":[144],"(CNN)":[145],"successfully":[147],"classified":[148],"title":[152],"because":[154],"it":[155],"achieves":[156],"80%,":[159],"81.25%,":[160],"76.47%":[162],"accuracy,":[164],"precision,":[165],"F1":[167],"Score":[168],"respectively.":[169]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}