{"id":"https://openalex.org/W4225845188","doi":"https://doi.org/10.1109/tem.2022.3154841","title":"Agriculture Digitalization: A Global Examination Based on Bibliometric Analysis","display_name":"Agriculture Digitalization: A Global Examination Based on Bibliometric Analysis","publication_year":2022,"publication_date":"2022-03-30","ids":{"openalex":"https://openalex.org/W4225845188","doi":"https://doi.org/10.1109/tem.2022.3154841"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2022.3154841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3154841","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Engineering Management","raw_type":"journal-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/A5067795686","display_name":"Maria Elena Latino","orcid":"https://orcid.org/0000-0001-8686-5109"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Elena Latino","raw_affiliation_strings":["Department of Innovation Engineering, University of Salento, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8686-5109","affiliations":[{"raw_affiliation_string":"Department of Innovation Engineering, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I142910587","https://openalex.org/I4210096856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075022334","display_name":"Marta Menegoli","orcid":"https://orcid.org/0000-0002-6771-509X"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Menegoli","raw_affiliation_strings":["Department of Innovation Engineering, University of Salento, Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Innovation Engineering, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I142910587","https://openalex.org/I4210096856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024787852","display_name":"Angelo Corallo","orcid":"https://orcid.org/0000-0001-5216-5366"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Corallo","raw_affiliation_strings":["Department of Innovation Engineering, University of Salento, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5216-5366","affiliations":[{"raw_affiliation_string":"Department of Innovation Engineering, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I142910587","https://openalex.org/I4210096856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.519,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.98183138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"71","issue":null,"first_page":"1330","last_page":"1345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9692999720573425,"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":0.9692999720573425,"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/bibliometrics","display_name":"Bibliometrics","score":0.5741217136383057},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5512588024139404},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5006759166717529},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48922085762023926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4706009328365326},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4678384065628052},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.4142841100692749},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4135856330394745},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.18858256936073303},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.15669021010398865},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13047456741333008},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12203967571258545},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.11067229509353638}],"concepts":[{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.5741217136383057},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5512588024139404},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5006759166717529},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48922085762023926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4706009328365326},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4678384065628052},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.4142841100692749},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4135856330394745},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.18858256936073303},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.15669021010398865},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13047456741333008},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12203967571258545},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.11067229509353638},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2022.3154841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3154841","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":124,"referenced_works":["https://openalex.org/W83877529","https://openalex.org/W116282327","https://openalex.org/W380454452","https://openalex.org/W562638708","https://openalex.org/W1490137407","https://openalex.org/W1499412928","https://openalex.org/W1892336860","https://openalex.org/W1984734857","https://openalex.org/W2006775377","https://openalex.org/W2017680781","https://openalex.org/W2023135136","https://openalex.org/W2029608738","https://openalex.org/W2033494546","https://openalex.org/W2041765503","https://openalex.org/W2045507107","https://openalex.org/W2047075685","https://openalex.org/W2094189035","https://openalex.org/W2103765116","https://openalex.org/W2110562193","https://openalex.org/W2135455887","https://openalex.org/W2149140091","https://openalex.org/W2150220236","https://openalex.org/W2271428389","https://openalex.org/W2342442622","https://openalex.org/W2403592603","https://openalex.org/W2531639378","https://openalex.org/W2540365088","https://openalex.org/W2548258044","https://openalex.org/W2591987577","https://openalex.org/W2592591427","https://openalex.org/W2606989030","https://openalex.org/W2613938494","https://openalex.org/W2730388259","https://openalex.org/W2747898881","https://openalex.org/W2751427740","https://openalex.org/W2755601306","https://openalex.org/W2758947856","https://openalex.org/W2769593477","https://openalex.org/W2772233373","https://openalex.org/W2884129453","https://openalex.org/W2885604903","https://openalex.org/W2886191303","https://openalex.org/W2888210453","https://openalex.org/W2888661693","https://openalex.org/W2890689351","https://openalex.org/W2906617064","https://openalex.org/W2910649962","https://openalex.org/W2911463972","https://openalex.org/W2913593112","https://openalex.org/W2925326639","https://openalex.org/W2943140223","https://openalex.org/W2946141312","https://openalex.org/W2955285339","https://openalex.org/W2960336148","https://openalex.org/W2963828362","https://openalex.org/W2971376523","https://openalex.org/W2984342008","https://openalex.org/W2985154451","https://openalex.org/W2995946162","https://openalex.org/W2997822774","https://openalex.org/W3010997563","https://openalex.org/W3011748039","https://openalex.org/W3016954193","https://openalex.org/W3017497243","https://openalex.org/W3020351116","https://openalex.org/W3020855431","https://openalex.org/W3021767909","https://openalex.org/W3023903873","https://openalex.org/W3034349759","https://openalex.org/W3035431711","https://openalex.org/W3035883408","https://openalex.org/W3040683741","https://openalex.org/W3041912729","https://openalex.org/W3044265704","https://openalex.org/W3080149688","https://openalex.org/W3080652683","https://openalex.org/W3081503364","https://openalex.org/W3088509261","https://openalex.org/W3088903182","https://openalex.org/W3091304969","https://openalex.org/W3094127673","https://openalex.org/W3096411239","https://openalex.org/W3097309336","https://openalex.org/W3098000326","https://openalex.org/W3106619943","https://openalex.org/W3111496737","https://openalex.org/W3112761867","https://openalex.org/W3119365400","https://openalex.org/W3123008674","https://openalex.org/W3124015334","https://openalex.org/W3124101010","https://openalex.org/W3125091758","https://openalex.org/W3125505924","https://openalex.org/W3133607456","https://openalex.org/W3133845999","https://openalex.org/W3138805148","https://openalex.org/W3139276201","https://openalex.org/W3140232178","https://openalex.org/W3142507861","https://openalex.org/W3147163005","https://openalex.org/W3149470069","https://openalex.org/W3170594780","https://openalex.org/W3171999504","https://openalex.org/W3173135567","https://openalex.org/W3175026956","https://openalex.org/W3175130084","https://openalex.org/W3178143371","https://openalex.org/W3185196722","https://openalex.org/W3185394506","https://openalex.org/W3190243498","https://openalex.org/W3195138253","https://openalex.org/W3198412611","https://openalex.org/W3203878576","https://openalex.org/W3208801174","https://openalex.org/W3209650258","https://openalex.org/W3212120725","https://openalex.org/W3217184820","https://openalex.org/W4237045180","https://openalex.org/W4240654636","https://openalex.org/W4256681118","https://openalex.org/W6615748139","https://openalex.org/W6713588768","https://openalex.org/W6745455498","https://openalex.org/W6792809615"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Several":[0],"research":[1,47,75,109,150,207],"studies":[2,22,171],"discuss":[3],"the":[4,14,19,27,45,51,61,106,136,147,204,215],"process":[5],"of":[6,29,53,72,91,172],"agriculture":[7],"digitalization":[8,197],"proposing":[9],"technologies":[10,189],"able":[11],"to":[12,57,194],"face":[13],"current":[15],"agri-food":[16],"challenges.":[17],"However,":[18],"extant":[20],"bibliometric":[21,32],"do":[23,42],"not":[24,43],"fully":[25],"exploit":[26],"complementarity":[28],"different":[30],"modern":[31],"tools,":[33],"such":[34],"as":[35],"performance":[36,79],"analysis":[37,80,85,97,101,165],"and":[38,41,59,64,69,81,98,122,130,153,166,169,206],"science":[39,82],"mapping":[40,142],"consider":[44],"entire":[46],"field":[48],"timespan.":[49],"Therefore,":[50],"aim":[52],"this":[54,212],"study":[55,182],"is":[56],"complement":[58],"update":[60],"previous":[62],"works":[63],"provide":[65],"a":[66,89],"broad":[67],"quantitative":[68],"qualitative":[70],"view":[71],"Agriculture":[73],"4.0":[74],"by":[76,138],"using":[77],"synergistically":[78],"mapping.":[83],"The":[84],"was":[86],"realized":[87],"on":[88],"sample":[90],"2334":[92],"papers":[93],"adopting":[94],"statistical":[95],"frequency":[96],"VOSviewer.":[99],"Performance":[100],"provided":[102,143],"key":[103,144],"findings":[104,145],"about":[105,146,203],"following":[107],"indicators:":[108],"subject":[110],"areas,":[111],"publications":[112],"trend,":[113],"most":[114,125,128],"productive":[115,129],"journals,":[116],"document":[117],"types,":[118],"authors":[119],"productivity,":[120],"authors'":[121],"index":[123],"keywords,":[124],"cited":[126],"papers,":[127],"influent":[131],"institutions,":[132],"country":[133],"map":[134],"collaboration,":[135],"documents":[137],"funding":[139],"sponsor.":[140],"Science":[141],"main":[148],"thematic":[149],"field\u2019":[151],"clusters":[152],"their":[154],"evolution":[155],"overtime:":[156],"technology":[157],"application":[158],"in":[159,188],"agricultural":[160,196],"industry,":[161],"data":[162],"model":[163],"for":[164,178,214],"prediction,":[167],"experimentation":[168],"applicative":[170],"smart":[173],"agriculture,":[174],"decision":[175],"support":[176],"systems":[177],"crop":[179],"monitoring.":[180],"This":[181],"could":[183],"benefit:":[184],"food":[185],"companies,":[186],"supporting":[187],"identification;":[190],"governments,":[191],"suggesting":[192],"policies":[193],"stimulate":[195],"process;":[198],"academics,":[199],"incentivizing":[200],"more":[201],"consciousness":[202],"topic":[205,213],"agenda;":[208],"those":[209],"who":[210],"approach":[211],"first":[216],"time,":[217],"facilitating":[218],"bibliographical":[219],"referencing.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}