{"id":"https://openalex.org/W4388408835","doi":"https://doi.org/10.1109/kse59128.2023.10299497","title":"Federated Learning in Smart Agriculture: An Overview","display_name":"Federated Learning in Smart Agriculture: An Overview","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4388408835","doi":"https://doi.org/10.1109/kse59128.2023.10299497"},"language":"en","primary_location":{"id":"doi:10.1109/kse59128.2023.10299497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse59128.2023.10299497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","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/A5048550306","display_name":"Duy-Dong Le","orcid":"https://orcid.org/0000-0001-7987-6627"},"institutions":[{"id":"https://openalex.org/I181727666","display_name":"University of Economics Ho Chi Minh City","ror":"https://ror.org/010yce376","country_code":"VN","type":"education","lineage":["https://openalex.org/I181727666"]},{"id":"https://openalex.org/I202539009","display_name":"Industrial University of Ho Chi Minh City","ror":"https://ror.org/03mj71j26","country_code":"VN","type":"education","lineage":["https://openalex.org/I202539009"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Duy-Dong Le","raw_affiliation_strings":["Industrial University of Ho Chi Minh City University of Economics Ho Chi Minh City,Ho Chi Minh,Vietnam","Industrial University of Ho Chi Minh City University of Economics Ho Chi Minh City, Ho Chi Minh, Vietnam"],"affiliations":[{"raw_affiliation_string":"Industrial University of Ho Chi Minh City University of Economics Ho Chi Minh City,Ho Chi Minh,Vietnam","institution_ids":["https://openalex.org/I202539009","https://openalex.org/I181727666"]},{"raw_affiliation_string":"Industrial University of Ho Chi Minh City University of Economics Ho Chi Minh City, Ho Chi Minh, Vietnam","institution_ids":["https://openalex.org/I202539009","https://openalex.org/I181727666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023083273","display_name":"Minh-Son Dao","orcid":"https://orcid.org/0000-0003-3044-8175"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minh-Son Dao","raw_affiliation_strings":["NICT,Big Data Integration Research Centers,Tokyo,Japan","Big Data Integration Research Centers, NICT, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"NICT,Big Data Integration Research Centers,Tokyo,Japan","institution_ids":[]},{"raw_affiliation_string":"Big Data Integration Research Centers, NICT, Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anh-Khoa Tran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anh-Khoa Tran","raw_affiliation_strings":["NICT,Big Data Integration Research Centers,Tokyo,Japan","Big Data Integration Research Centers, NICT, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"NICT,Big Data Integration Research Centers,Tokyo,Japan","institution_ids":[]},{"raw_affiliation_string":"Big Data Integration Research Centers, NICT, Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044152577","display_name":"Thai Binh Nguyen","orcid":"https://orcid.org/0009-0008-8100-6338"},"institutions":[{"id":"https://openalex.org/I181727666","display_name":"University of Economics Ho Chi Minh City","ror":"https://ror.org/010yce376","country_code":"VN","type":"education","lineage":["https://openalex.org/I181727666"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thai-Binh Nguyen","raw_affiliation_strings":["University of Economics Ho Chi Minh City,UEH Vinh Long Campus,Ho Chi Minh,Vietnam","UEH Vinh Long Campus, University of Economics Ho Chi Minh City, Ho Chi Minh, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Economics Ho Chi Minh City,UEH Vinh Long Campus,Ho Chi Minh,Vietnam","institution_ids":["https://openalex.org/I181727666"]},{"raw_affiliation_string":"UEH Vinh Long Campus, University of Economics Ho Chi Minh City, Ho Chi Minh, Vietnam","institution_ids":["https://openalex.org/I181727666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093204387","display_name":"Hong-Gam Le-Thi","orcid":null},"institutions":[{"id":"https://openalex.org/I181727666","display_name":"University of Economics Ho Chi Minh City","ror":"https://ror.org/010yce376","country_code":"VN","type":"education","lineage":["https://openalex.org/I181727666"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hong-Gam Le-Thi","raw_affiliation_strings":["University of Economics Ho Chi Minh City,UEH Vinh Long Campus,Ho Chi Minh,Vietnam","UEH Vinh Long Campus, University of Economics Ho Chi Minh City, Ho Chi Minh, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Economics Ho Chi Minh City,UEH Vinh Long Campus,Ho Chi Minh,Vietnam","institution_ids":["https://openalex.org/I181727666"]},{"raw_affiliation_string":"UEH Vinh Long Campus, University of Economics Ho Chi Minh City, Ho Chi Minh, Vietnam","institution_ids":["https://openalex.org/I181727666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048550306"],"corresponding_institution_ids":["https://openalex.org/I181727666","https://openalex.org/I202539009"],"apc_list":null,"apc_paid":null,"fwci":0.8596,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79392042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9656999707221985,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9656999707221985,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9277999997138977,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.8066630363464355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5355925559997559},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4907320737838745},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34978365898132324},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3227923512458801},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15327468514442444},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13354915380477905}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.8066630363464355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5355925559997559},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4907320737838745},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34978365898132324},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3227923512458801},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15327468514442444},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13354915380477905},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse59128.2023.10299497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse59128.2023.10299497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.699999988079071,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2541884796","https://openalex.org/W2810601729","https://openalex.org/W2896625020","https://openalex.org/W2900045889","https://openalex.org/W2904462474","https://openalex.org/W3006414212","https://openalex.org/W3015636663","https://openalex.org/W3033463646","https://openalex.org/W3038459602","https://openalex.org/W3046138656","https://openalex.org/W3120697286","https://openalex.org/W3122609006","https://openalex.org/W3128370569","https://openalex.org/W3128776370","https://openalex.org/W3135231128","https://openalex.org/W3161569784","https://openalex.org/W3167826722","https://openalex.org/W3199173122","https://openalex.org/W4205556018","https://openalex.org/W4210328114","https://openalex.org/W4224262403","https://openalex.org/W4226461837","https://openalex.org/W4280548987","https://openalex.org/W4280617223","https://openalex.org/W4283371511","https://openalex.org/W4285306261","https://openalex.org/W4287879026","https://openalex.org/W4292548468","https://openalex.org/W4293371129","https://openalex.org/W4306835715","https://openalex.org/W4306843043","https://openalex.org/W4309455641","https://openalex.org/W4313325044","https://openalex.org/W4315694906","https://openalex.org/W4318619660","https://openalex.org/W4319163920","https://openalex.org/W4321786857","https://openalex.org/W4323287579"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4311097251","https://openalex.org/W4245926026","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W2358668433","https://openalex.org/W4200598720","https://openalex.org/W2921026492"],"abstract_inverted_index":{"Agriculture":[0],"is":[1,109],"critical":[2],"to":[3,65,93,113],"the":[4,10,49,54,101,110],"socioeconomic":[5],"growth":[6],"of":[7,56,95,103],"countries":[8,16,86],"across":[9],"world.":[11],"Agricultural":[12],"methods":[13],"in":[14,53,81],"many":[15],"have":[17,34,45,98],"been":[18,46,60],"affected":[19],"by":[20,69],"current":[21],"scientific":[22],"and":[23,77,87],"technical":[24],"breakthroughs.":[25],"However,":[26],"ASEAN":[27],"nations,":[28],"which":[29],"rely":[30],"largely":[31],"on":[32,72],"agriculture,":[33],"an":[35],"urgent":[36],"need":[37,68],"for":[38],"smart":[39,115],"agricultural":[40],"research.":[41],"While":[42],"detailed":[43],"assessments":[44],"undertaken":[47],"throughout":[48],"world,":[50],"a":[51],"gap":[52],"research":[55,71],"federated":[57,78,104],"learning":[58,79,105],"has":[59],"observed.":[61],"This":[62],"article":[63],"intends":[64],"fill":[66],"this":[67],"collecting":[70],"machine":[73],"learning,":[74,76],"deep":[75],"techniques":[80],"agriculture":[82],"from":[83],"both":[84],"industrialized":[85],"those":[88,94],"with":[89,106],"economic":[90],"constraints":[91],"similar":[92],"ASEAN.":[96],"Analyses":[97],"revealed":[99],"that":[100],"combination":[102],"IoT":[107],"devices":[108],"best":[111],"way":[112],"develop":[114],"agriculture.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}