{"id":"https://openalex.org/W4404032163","doi":"https://doi.org/10.1109/icccnt61001.2024.10725522","title":"Real-Time Multilingual Communication Enhancement Using Transformer Model for Social Media Platform","display_name":"Real-Time Multilingual Communication Enhancement Using Transformer Model for Social Media Platform","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032163","doi":"https://doi.org/10.1109/icccnt61001.2024.10725522"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725522","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725522","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/A5077192966","display_name":"Ravindra Changala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130653","display_name":"Guru Nanak Institutions","ror":"https://ror.org/03vb53h45","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210130653"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ravindra Changala","raw_affiliation_strings":["Guru Nanak Institutions Technical Campus,Department of Information Technology,Hyderabad,India"],"affiliations":[{"raw_affiliation_string":"Guru Nanak Institutions Technical Campus,Department of Information Technology,Hyderabad,India","institution_ids":["https://openalex.org/I4210130653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511923","display_name":"Jerripothula Manogna","orcid":null},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jerripothula Manogna","raw_affiliation_strings":["Vignan institute of Information Technology (Autonomous),Duvvada,India"],"affiliations":[{"raw_affiliation_string":"Vignan institute of Information Technology (Autonomous),Duvvada,India","institution_ids":["https://openalex.org/I188963388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101655466","display_name":"K. Geetha","orcid":null},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Geetha","raw_affiliation_strings":["Jain University,Department of English,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Jain University,Department of English,Bangalore,India","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113262198","display_name":"Punit Pathak","orcid":null},"institutions":[{"id":"https://openalex.org/I3131412830","display_name":"Auro University","ror":"https://ror.org/00zh3gn22","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131412830"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Punit Pathak","raw_affiliation_strings":["Auro University,School of Liberal Arts and Human Sciences,Surat,India"],"affiliations":[{"raw_affiliation_string":"Auro University,School of Liberal Arts and Human Sciences,Surat,India","institution_ids":["https://openalex.org/I3131412830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511924","display_name":"Chinmaya Dash","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chinmaya Dash","raw_affiliation_strings":["St. Claret College,Department of Computer Science,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"St. Claret College,Department of Computer Science,Bangalore,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102732994","display_name":"B. K. Bala","orcid":"https://orcid.org/0000-0003-2830-0825"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B Kiran Bala","raw_affiliation_strings":["K.Ramakrishnan College of Engineering,Department of AI &#x0026; DS,Trichy,India"],"affiliations":[{"raw_affiliation_string":"K.Ramakrishnan College of Engineering,Department of AI &#x0026; DS,Trichy,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077192966"],"corresponding_institution_ids":["https://openalex.org/I4210130653"],"apc_list":null,"apc_paid":null,"fwci":0.3402,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60802643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"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/T13382","display_name":"Robotics and Automated Systems","score":0.6062999963760376,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.6062999963760376,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.5390999913215637,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14042","display_name":"Technology and Security Systems","score":0.5250999927520752,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6369677186012268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6368539333343506},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6169242858886719},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1853351891040802},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15822264552116394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10600024461746216},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07921063899993896}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6369677186012268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6368539333343506},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6169242858886719},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1853351891040802},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15822264552116394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10600024461746216},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07921063899993896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725522","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725522","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":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W3013371068","https://openalex.org/W3090108214","https://openalex.org/W3107538025","https://openalex.org/W3115008475","https://openalex.org/W3123044186","https://openalex.org/W3131094346","https://openalex.org/W3139427994","https://openalex.org/W3174020389","https://openalex.org/W3216083642","https://openalex.org/W4225939240","https://openalex.org/W4319430797","https://openalex.org/W4378603584","https://openalex.org/W4387975511","https://openalex.org/W4396801124"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Social":[0],"media":[1,38,99,167],"platforms":[2],"have":[3],"become":[4],"integral":[5],"to":[6,86,110,146],"global":[7],"communication,":[8],"connecting":[9],"individuals":[10,109],"from":[11,43,63],"diverse":[12],"linguistic":[13],"backgrounds.":[14],"However,":[15],"the":[16,64,78,97,124,149,189,194],"language":[17,117,163],"barrier":[18],"remains":[19],"a":[20,30,53,59,104,141,158,170],"significant":[21,159],"challenge,":[22],"hindering":[23],"effective":[24],"cross-cultural":[25],"interaction.":[26],"This":[27,46],"paper":[28],"introduces":[29],"real-time":[31,75],"multilingual":[32,90],"communication":[33],"enhancement":[34],"system":[35,71,156],"for":[36,119],"social":[37,98,166],"platforms,":[39,168],"leveragingBidirectional":[40],"Encoder":[41],"Representations":[42],"Transformers":[44],"(BERTs).":[45],"approach":[47],"addresses":[48],"these":[49],"drawbacks":[50],"by":[51],"employing":[52],"pre-trained":[54],"Transformer":[55,82],"model,":[56],"fine-tuned":[57],"on":[58,165],"comprehensive":[60],"dataset":[61],"curated":[62],"platform":[65],"itself.":[66],"The":[67,154],"novelty":[68],"of":[69,80,193],"this":[70,94],"lies":[72],"in":[73,88,161],"its":[74],"capabilities":[76],"and":[77,135,140,173,184,191],"utilization":[79],"cutting-edge":[81],"architectures,":[83],"enabling":[84],"users":[85],"engage":[87],"instantaneous":[89],"conversations.":[91],"By":[92],"integrating":[93],"model":[95],"into":[96],"platform\u2019s":[100],"infrastructure,":[101],"they":[102,187],"provide":[103],"user-friendly":[105],"interface":[106],"that":[107],"allows":[108],"select":[111],"their":[112],"preferred":[113],"language,":[114],"with":[115,178],"automatic":[116],"detection":[118],"incoming":[120],"messages.":[121],"They":[122],"evaluate":[123],"system\u2019s":[125],"performance":[126,151],"using":[127],"established":[128],"metrics,":[129],"including":[130],"translation":[131],"accuracy,":[132],"response":[133],"time,":[134],"user":[136,185],"satisfaction.":[137],"Continuous":[138],"monitoring":[139],"feedback":[142],"loop":[143],"are":[144],"implemented":[145],"iteratively":[147],"enhance":[148],"model\u2019s":[150],"over":[152],"time.":[153],"proposed":[155],"represents":[157],"advancement":[160],"overcoming":[162],"barriers":[164],"fostering":[169],"more":[171],"inclusive":[172],"globally":[174],"connected":[175],"online":[176],"community":[177],"accuracy":[179],"92.3%.":[180],"Through":[181],"empirical":[182],"evaluation":[183],"feedback,":[186],"demonstrate":[188],"effectiveness":[190],"practicality":[192],"approach.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
