{"id":"https://openalex.org/W4402124289","doi":"https://doi.org/10.1109/access.2024.3448470","title":"Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments","display_name":"Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402124289","doi":"https://doi.org/10.1109/access.2024.3448470"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3448470","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3448470","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3448470","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113332022","display_name":"Durjoy Mistry","orcid":"https://orcid.org/0009-0003-8753-3714"},"institutions":[{"id":"https://openalex.org/I4210131323","display_name":"University of Asia Pacific","ror":"https://ror.org/03dk4hf38","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210131323"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Durjoy Mistry","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210131323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098906190","display_name":"Jayonto Dutta Plabon","orcid":"https://orcid.org/0009-0006-5507-7058"},"institutions":[{"id":"https://openalex.org/I4210131323","display_name":"University of Asia Pacific","ror":"https://ror.org/03dk4hf38","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210131323"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Jayonto Dutta Plabon","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0006-5507-7058","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210131323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106929940","display_name":"Bidita Sarkar Diba","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131323","display_name":"University of Asia Pacific","ror":"https://ror.org/03dk4hf38","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210131323"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Bidita Sarkar Diba","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0001-0672-0872","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210131323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114208950","display_name":"Md. Saddam Hossain Mukta","orcid":"https://orcid.org/0009-0006-4793-5382"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Md Saddam Hossain Mukta","raw_affiliation_strings":["Department of Software Engineering, LUT School of Engineering Science, LUT University, Lappeenranta, Finland"],"raw_orcid":"https://orcid.org/0009-0007-1499-2863","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, LUT School of Engineering Science, LUT University, Lappeenranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071208302","display_name":"M. F. Mridha","orcid":"https://orcid.org/0000-0001-5738-1631"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"M. F. Mridha","raw_affiliation_strings":["Department of Computer Science and Engineering, American International University of Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-5738-1631","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, American International University of Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113332022"],"corresponding_institution_ids":["https://openalex.org/I4210131323"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.8002,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97703483,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"140339","last_page":"140358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9966999888420105,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9958000183105469,"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/T13155","display_name":"Digital Communication and Language","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/emoji","display_name":"Emoji","score":0.8856594562530518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8260295391082764},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.652301549911499},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6293444633483887},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.43573081493377686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4091200530529022},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.40020373463630676},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3634103536605835},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36098960041999817},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35846272110939026}],"concepts":[{"id":"https://openalex.org/C2779247141","wikidata":"https://www.wikidata.org/wiki/Q1049294","display_name":"Emoji","level":3,"score":0.8856594562530518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8260295391082764},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.652301549911499},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6293444633483887},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.43573081493377686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4091200530529022},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.40020373463630676},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3634103536605835},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36098960041999817},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35846272110939026},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3448470","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3448470","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fe75dbcd7aff435e9bf4f43f61058f99","is_oa":true,"landing_page_url":"https://doaj.org/article/fe75dbcd7aff435e9bf4f43f61058f99","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 140339-140358 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3448470","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3448470","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W809859946","https://openalex.org/W1576599152","https://openalex.org/W1864020532","https://openalex.org/W1969035815","https://openalex.org/W1983440957","https://openalex.org/W2001615076","https://openalex.org/W2021522122","https://openalex.org/W2073216087","https://openalex.org/W2159390040","https://openalex.org/W2189011260","https://openalex.org/W2514994441","https://openalex.org/W2740582239","https://openalex.org/W2743803251","https://openalex.org/W2757389665","https://openalex.org/W2765736567","https://openalex.org/W2775125139","https://openalex.org/W2777883117","https://openalex.org/W2792413566","https://openalex.org/W2795141263","https://openalex.org/W2799187282","https://openalex.org/W2803957610","https://openalex.org/W2806252560","https://openalex.org/W2807346843","https://openalex.org/W2909713881","https://openalex.org/W2946404126","https://openalex.org/W2954984627","https://openalex.org/W2963291843","https://openalex.org/W2963468968","https://openalex.org/W2969153018","https://openalex.org/W2980428304","https://openalex.org/W2996079789","https://openalex.org/W2996597179","https://openalex.org/W3005704713","https://openalex.org/W3008112160","https://openalex.org/W3016632787","https://openalex.org/W3103902341","https://openalex.org/W3106003309","https://openalex.org/W3123459983","https://openalex.org/W3131160930","https://openalex.org/W3166339217","https://openalex.org/W3201919447","https://openalex.org/W3203003985","https://openalex.org/W3205940821","https://openalex.org/W3213134179","https://openalex.org/W4293054771","https://openalex.org/W4312096630","https://openalex.org/W4380605525","https://openalex.org/W4387343723","https://openalex.org/W4391382837","https://openalex.org/W4399068031","https://openalex.org/W6687222299"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4389567774","https://openalex.org/W4366957678","https://openalex.org/W4285115135","https://openalex.org/W2985411437","https://openalex.org/W2510851569","https://openalex.org/W3207908059","https://openalex.org/W2915013665","https://openalex.org/W2797785016","https://openalex.org/W2038503502"],"abstract_inverted_index":{"In":[0],"the":[1,9,24,42,51,57,90,119,126,142],"era":[2],"of":[3,12,27,53,59,93,102,108,144],"digital":[4],"communication,":[5],"emojis":[6,28],"have":[7],"become":[8],"vibrant":[10],"palette":[11],"people\u2019s":[13],"textual":[14],"expressions,":[15],"adding":[16],"depth":[17],"and":[18,61,117],"emotion":[19],"to":[20,34,124,139],"messages.":[21],"However,":[22],"deciphering":[23],"subtle":[25],"nuances":[26],"poses":[29],"a":[30,72,99,105,131],"unique":[31],"challenge":[32],"due":[33],"their":[35],"inherent":[36],"ambiguity.":[37],"The":[38],"quest":[39],"for":[40,130],"predicting":[41],"next":[43],"emoji":[44,96,129,146],"in":[45],"technological":[46],"devices":[47],"has":[48],"emerged":[49],"at":[50],"forefront":[52],"predictive":[54],"analytics,":[55],"demanding":[56],"analysis":[58],"extensive":[60],"diverse":[62],"datasets":[63],"while":[64,134],"respecting":[65],"user":[66,136],"privacy.":[67,137],"Enter":[68],"Federated":[69,94],"Learning":[70],"(FL),":[71],"groundbreaking":[73],"approach":[74],"that":[75],"thrives":[76],"on":[77],"learning":[78],"from":[79,111],"decentralized":[80],"data":[81],"sources":[82],"without":[83],"compromising":[84],"confidentiality.":[85],"This":[86],"study":[87],"delves":[88],"into":[89],"unexplored":[91],"realm":[92],"Learning-based":[95],"prediction.":[97],"Utilizing":[98],"tailored":[100],"adaptation":[101],"BERT":[103],"with":[104],"rich":[106],"corpus":[107],"text":[109,133],"(drawn":[110],"social":[112],"media),":[113],"encompassing":[114],"both":[115],"words":[116],"emojis,":[118],"author\u2019s":[120],"innovative":[121],"architecture":[122],"aims":[123],"predict":[125],"most":[127],"fitting":[128],"given":[132],"prioritizing":[135],"Welcome":[138],"EmojiSculpt,":[140],"where":[141],"future":[143],"personalized":[145],"prediction":[147],"takes":[148],"center":[149],"stage.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}