{"id":"https://openalex.org/W4387971125","doi":"https://doi.org/10.1007/s10462-023-10617-x","title":"Machine learning for food security: current status, challenges, and future perspectives","display_name":"Machine learning for food security: current status, challenges, and future perspectives","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4387971125","doi":"https://doi.org/10.1007/s10462-023-10617-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-023-10617-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10617-x","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","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/A5073945123","display_name":"Noureddine Jarray","orcid":"https://orcid.org/0000-0002-4417-7663"},"institutions":[{"id":"https://openalex.org/I4210111747","display_name":"Institut des R\u00e9gions Arides","ror":"https://ror.org/01hwc7828","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210111747"]},{"id":"https://openalex.org/I68916915","display_name":"University of Gab\u00e8s","ror":"https://ror.org/022efad20","country_code":"TN","type":"education","lineage":["https://openalex.org/I68916915"]},{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Noureddine Jarray","raw_affiliation_strings":["Arid Regions Institute (IRA), University of Gabes, Medenine, Tunisia","RIADI Laboratory, National School of Computer Science, Manouba, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arid Regions Institute (IRA), University of Gabes, Medenine, Tunisia","institution_ids":["https://openalex.org/I4210111747","https://openalex.org/I68916915"]},{"raw_affiliation_string":"RIADI Laboratory, National School of Computer Science, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073221047","display_name":"Ali Ben Abbes","orcid":"https://orcid.org/0000-0001-5714-7562"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ali Ben Abbes","raw_affiliation_strings":["RIADI Laboratory, National School of Computer Science, Manouba, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI Laboratory, National School of Computer Science, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053542801","display_name":"Imed Riadh Farah","orcid":"https://orcid.org/0000-0001-9114-5659"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Imed Riadh Farah","raw_affiliation_strings":["RIADI Laboratory, National School of Computer Science, Manouba, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI Laboratory, National School of Computer Science, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073945123"],"corresponding_institution_ids":["https://openalex.org/I4210111747","https://openalex.org/I68916915","https://openalex.org/I83259278"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":4.9753,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94634204,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"56","issue":"S3","first_page":"3853","last_page":"3876"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9925000071525574,"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":0.9925000071525574,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.9552000164985657,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/food-security","display_name":"Food security","score":0.847583532333374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.733062744140625},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.629957377910614},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5858348608016968},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5240985155105591},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47566694021224976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44150957465171814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3868027925491333},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.21116399765014648},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.08619874715805054}],"concepts":[{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.847583532333374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733062744140625},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.629957377910614},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5858348608016968},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5240985155105591},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47566694021224976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44150957465171814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3868027925491333},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.21116399765014648},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.08619874715805054},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-023-10617-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10617-x","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W1986072339","https://openalex.org/W2010979673","https://openalex.org/W2014847057","https://openalex.org/W2067055509","https://openalex.org/W2121025662","https://openalex.org/W2271894183","https://openalex.org/W2342806270","https://openalex.org/W2503629267","https://openalex.org/W2562673748","https://openalex.org/W2592712793","https://openalex.org/W2604645045","https://openalex.org/W2610268286","https://openalex.org/W2612890152","https://openalex.org/W2724717168","https://openalex.org/W2734691593","https://openalex.org/W2767126550","https://openalex.org/W2783608381","https://openalex.org/W2792356296","https://openalex.org/W2921455922","https://openalex.org/W2944794516","https://openalex.org/W2945600159","https://openalex.org/W2949642792","https://openalex.org/W2954392248","https://openalex.org/W2963935416","https://openalex.org/W2969011938","https://openalex.org/W2969945043","https://openalex.org/W2979666105","https://openalex.org/W2982484732","https://openalex.org/W2983217144","https://openalex.org/W2984353870","https://openalex.org/W2986339177","https://openalex.org/W2989925718","https://openalex.org/W2996041315","https://openalex.org/W2996101843","https://openalex.org/W2999884014","https://openalex.org/W3000627240","https://openalex.org/W3025172026","https://openalex.org/W3029014910","https://openalex.org/W3036779102","https://openalex.org/W3048168082","https://openalex.org/W3049266285","https://openalex.org/W3086184474","https://openalex.org/W3097296466","https://openalex.org/W3097487134","https://openalex.org/W3121715254","https://openalex.org/W3154229188","https://openalex.org/W3157994709","https://openalex.org/W3158709878","https://openalex.org/W3160113844","https://openalex.org/W3164445154","https://openalex.org/W3168485926","https://openalex.org/W3182380878","https://openalex.org/W3196327550","https://openalex.org/W3198376164","https://openalex.org/W3204785944","https://openalex.org/W3206974959","https://openalex.org/W3214149306","https://openalex.org/W3216540000","https://openalex.org/W4200397128","https://openalex.org/W4206679763","https://openalex.org/W4206966223","https://openalex.org/W4212770395","https://openalex.org/W4214913043","https://openalex.org/W4220823118","https://openalex.org/W4221052072","https://openalex.org/W4224096758","https://openalex.org/W4256103721","https://openalex.org/W4283525372","https://openalex.org/W4283743888","https://openalex.org/W4283751324","https://openalex.org/W4285240469","https://openalex.org/W4289172908","https://openalex.org/W4290755553","https://openalex.org/W4310145646","https://openalex.org/W4310382565","https://openalex.org/W4311258283","https://openalex.org/W4311529515","https://openalex.org/W4312109322","https://openalex.org/W4313585330","https://openalex.org/W4318705125","https://openalex.org/W4320712078","https://openalex.org/W4322630607","https://openalex.org/W4367057991","https://openalex.org/W4376139108","https://openalex.org/W4377082101","https://openalex.org/W4379117830","https://openalex.org/W4383959668","https://openalex.org/W4386989462","https://openalex.org/W6603308362"],"related_works":["https://openalex.org/W2144510235","https://openalex.org/W2395691387","https://openalex.org/W2792383399","https://openalex.org/W3024289321","https://openalex.org/W2766255174","https://openalex.org/W4200400515","https://openalex.org/W2938724434","https://openalex.org/W4200615155","https://openalex.org/W2066678127","https://openalex.org/W4320717566"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}