{"id":"https://openalex.org/W4385078984","doi":"https://doi.org/10.1109/iwcmc58020.2023.10182720","title":"The Impact of the Application of Deep Learning Techniques with IoT in Smart Agriculture","display_name":"The Impact of the Application of Deep Learning Techniques with IoT in Smart Agriculture","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4385078984","doi":"https://doi.org/10.1109/iwcmc58020.2023.10182720"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc58020.2023.10182720","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iwcmc58020.2023.10182720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Wireless Communications and Mobile Computing (IWCMC)","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/A5050174221","display_name":"Oumayma Jouini","orcid":"https://orcid.org/0000-0001-5139-9136"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Oumayma Jouini","raw_affiliation_strings":["University of Carthage, SUP’COM, University of Tunis El Manar, ENIT, Ariana,Innov’COM Laboratory,Tunis,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage, SUP’COM, University of Tunis El Manar, ENIT, Ariana,Innov’COM Laboratory,Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073241350","display_name":"Kaouthar Sethom","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Kaouthar Sethom","raw_affiliation_strings":["University of Carthage, SUP’COM,Innov’COM Laboratory,Ariana,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage, SUP’COM,Innov’COM Laboratory,Ariana,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107913701","display_name":"Ridha Bouallegue","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ridha Bouallegue","raw_affiliation_strings":["University of Carthage, SUP’COM,Innov’COM Laboratory,Ariana,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage, SUP’COM,Innov’COM Laboratory,Ariana,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5646,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89847553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"5","issue":null,"first_page":"977","last_page":"982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9976000189781189,"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":0.7784802913665771},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.6969075202941895},{"id":"https://openalex.org/keywords/subsistence-agriculture","display_name":"Subsistence agriculture","score":0.6208193898200989},{"id":"https://openalex.org/keywords/scarcity","display_name":"Scarcity","score":0.6175518035888672},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5955828428268433},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4953133165836334},{"id":"https://openalex.org/keywords/water-scarcity","display_name":"Water scarcity","score":0.4920753836631775},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4809419512748718},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4526039659976959},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4438228905200958},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4193874001502991},{"id":"https://openalex.org/keywords/natural-resource-economics","display_name":"Natural resource economics","score":0.37442317605018616},{"id":"https://openalex.org/keywords/agricultural-economics","display_name":"Agricultural economics","score":0.3233248293399811},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21009713411331177},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.18287327885627747},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16741251945495605},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16485294699668884},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12568145990371704}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.7784802913665771},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6969075202941895},{"id":"https://openalex.org/C156005406","wikidata":"https://www.wikidata.org/wiki/Q2787508","display_name":"Subsistence agriculture","level":3,"score":0.6208193898200989},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.6175518035888672},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5955828428268433},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4953133165836334},{"id":"https://openalex.org/C51193700","wikidata":"https://www.wikidata.org/wiki/Q5376358","display_name":"Water scarcity","level":3,"score":0.4920753836631775},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4809419512748718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4526039659976959},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4438228905200958},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4193874001502991},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.37442317605018616},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.3233248293399811},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21009713411331177},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.18287327885627747},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16741251945495605},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16485294699668884},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12568145990371704},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"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/iwcmc58020.2023.10182720","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iwcmc58020.2023.10182720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1998690350","https://openalex.org/W2116286374","https://openalex.org/W2569712935","https://openalex.org/W2581042172","https://openalex.org/W2774371872","https://openalex.org/W2787470511","https://openalex.org/W2896625020","https://openalex.org/W2899715818","https://openalex.org/W2900296911","https://openalex.org/W2937772171","https://openalex.org/W2943930927","https://openalex.org/W2977430056","https://openalex.org/W2991015820","https://openalex.org/W2998133044","https://openalex.org/W3006912664","https://openalex.org/W3021592648","https://openalex.org/W3042465381","https://openalex.org/W3083004238","https://openalex.org/W3093520525","https://openalex.org/W3105196309","https://openalex.org/W3112479009","https://openalex.org/W3119366898","https://openalex.org/W3126307664","https://openalex.org/W3137003585","https://openalex.org/W3147438540","https://openalex.org/W3148784362","https://openalex.org/W3157241540","https://openalex.org/W3196811292","https://openalex.org/W3209059437","https://openalex.org/W4212963785","https://openalex.org/W4281678391","https://openalex.org/W4285813801","https://openalex.org/W4292064694","https://openalex.org/W4292417134","https://openalex.org/W4313612027","https://openalex.org/W4317568603","https://openalex.org/W6650105910","https://openalex.org/W6783047054","https://openalex.org/W6793456181"],"related_works":["https://openalex.org/W4248391087","https://openalex.org/W1974552052","https://openalex.org/W3190752329","https://openalex.org/W2388524737","https://openalex.org/W3212215638","https://openalex.org/W2905587153","https://openalex.org/W2559493477","https://openalex.org/W2964001726","https://openalex.org/W4321221714","https://openalex.org/W2774505206"],"abstract_inverted_index":{"Agriculture":[0],"is":[1],"a":[2,19],"vital":[3],"sector":[4],"in":[5,36,53,85,122,149],"Tunisia,":[6],"serving":[7],"as":[8,151,153],"the":[9,47,76,96,115],"country\u2019s":[10],"economic":[11],"backbone":[12],"and":[13,16,31,40,62,105,120,134,141,147],"providing":[14],"subsistence":[15],"employment":[17],"to":[18,58,90,98,138,143],"large":[20],"number":[21],"of":[22,49,72,78],"people.":[23],"However,":[24],"climate":[25],"change,":[26],"pesticide":[27],"use,":[28],"water":[29],"scarcity,":[30],"other":[32],"factors":[33],"have":[34],"resulted":[35],"decreased":[37],"agricultural":[38,64,87,145],"productivity":[39,146],"quality.":[41],"In":[42,111],"this":[43,93,126],"work,":[44],"we":[45,67,113],"investigate":[46],"potential":[48,97],"deep":[50,79],"learning":[51,80],"techniques":[52],"combination":[54],"with":[55,82],"IoT":[56,83,119,142],"systems":[57],"address":[59],"these":[60],"challenges":[61],"enhance":[63],"practices.":[65,110],"Specifically,":[66],"conduct":[68],"an":[69],"in-depth":[70],"review":[71],"recent":[73],"research":[74],"on":[75,136],"application":[77],"algorithms":[81],"devices":[84],"various":[86],"applications.":[88],"According":[89],"our":[91],"results,":[92],"integration":[94],"has":[95],"significantly":[99],"improve":[100],"crop":[101],"yields,":[102],"reduce":[103],"waste,":[104],"promote":[106],"more":[107],"sustainable":[108],"farming":[109],"addition,":[112],"highlight":[114],"synergistic":[116],"relationship":[117],"between":[118],"DL":[121,140],"smart":[123],"agriculture.":[124],"Overall,":[125],"study":[127],"provides":[128],"valuable":[129],"insights":[130],"for":[131],"farmers,":[132],"researchers,":[133],"policymakers":[135],"how":[137],"employ":[139],"increase":[144],"sustainability":[148],"Tunisia":[150],"well":[152],"globally.":[154]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}