{"id":"https://openalex.org/W4379535507","doi":"https://doi.org/10.1051/e3sconf/202339201050","title":"Algorithms for improving the process of modeling complex systems based on big data: On the example of regional agricultural production","display_name":"Algorithms for improving the process of modeling complex systems based on big data: On the example of regional agricultural production","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379535507","doi":"https://doi.org/10.1051/e3sconf/202339201050"},"language":"en","primary_location":{"id":"doi:10.1051/e3sconf/202339201050","doi":"https://doi.org/10.1051/e3sconf/202339201050","is_oa":true,"landing_page_url":"https://doi.org/10.1051/e3sconf/202339201050","pdf_url":"https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/29/e3sconf_rse-ii-2023_01050.pdf","source":{"id":"https://openalex.org/S4210186093","display_name":"E3S Web of Conferences","issn_l":"2267-1242","issn":["2267-1242","2555-0403"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"E3S Web of Conferences","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/29/e3sconf_rse-ii-2023_01050.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062772489","display_name":"Farrux Jo\u2018rayev","orcid":"https://orcid.org/0009-0000-5657-9734","observed_orcids":["https://orcid.org/0009-0000-5657-9734"]},"institutions":[{"id":"https://openalex.org/I4396570483","display_name":"Karshi State Technical University","ror":"https://ror.org/04xs15c78","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4396570483"]}],"countries":["UZ"],"is_corresponding":true,"raw_author_name":"F.D. Juraev","raw_affiliation_strings":["Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan","institution_ids":["https://openalex.org/I4396570483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072005623","display_name":"A. R. Mallaev","orcid":"https://orcid.org/0000-0002-9824-4438","observed_orcids":["https://orcid.org/0000-0002-9824-4438"]},"institutions":[{"id":"https://openalex.org/I4396570483","display_name":"Karshi State Technical University","ror":"https://ror.org/04xs15c78","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4396570483"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"A.R. Mallaev","raw_affiliation_strings":["Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan","institution_ids":["https://openalex.org/I4396570483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038113439","display_name":"G.M. Aralov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4396570483","display_name":"Karshi State Technical University","ror":"https://ror.org/04xs15c78","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4396570483"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"G.M. Aralov","raw_affiliation_strings":["Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan","institution_ids":["https://openalex.org/I4396570483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102867252","display_name":"B.Sh. Ibragimov","orcid":"https://orcid.org/0000-0002-1107-0894","observed_orcids":["https://orcid.org/0000-0002-1107-0894"]},"institutions":[{"id":"https://openalex.org/I4396570483","display_name":"Karshi State Technical University","ror":"https://ror.org/04xs15c78","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4396570483"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"B.Sh. Ibragimov","raw_affiliation_strings":["Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan","institution_ids":["https://openalex.org/I4396570483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101838681","display_name":"\u042e.\u041c. \u0418\u0411\u0420\u0410\u0413\u0418\u041c\u041e\u0412","orcid":"https://orcid.org/0000-0001-5532-6612","observed_orcids":["https://orcid.org/0000-0001-5532-6612"]},"institutions":[{"id":"https://openalex.org/I4396570483","display_name":"Karshi State Technical University","ror":"https://ror.org/04xs15c78","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4396570483"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"I. Ibragimov","raw_affiliation_strings":["Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karshi Engineering and Economics Institute, Karshi, 180100, Uzbekistan","institution_ids":["https://openalex.org/I4396570483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062772489"],"corresponding_institution_ids":["https://openalex.org/I4396570483"],"apc_list":null,"apc_paid":null,"fwci":3.1371,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92057042,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"392","issue":null,"first_page":"01050","last_page":"01050"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.31349998712539673,"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":0.31349998712539673,"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/T13378","display_name":"Agricultural Development and Policies","score":0.18199999630451202,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.08730000257492065,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/regional-agricultural-production","display_name":"regional agricultural production","score":0.7689999938011169},{"id":"https://openalex.org/keywords/agro-industry","display_name":"agroindustry","score":0.8450000286102295},{"id":"https://openalex.org/keywords/complex-system-modeling","display_name":"complex systems modeling","score":0.8339999914169312},{"id":"https://openalex.org/keywords/artificial-intelligence-algorithms","display_name":"artificial intelligence algorithms","score":0.8539999723434448},{"id":"https://openalex.org/keywords/information-sources","display_name":"information sources","score":0.32100000977516174},{"id":"https://openalex.org/keywords/agricultural-production-forecasting","display_name":"agricultural production forecasting","score":0.36800000071525574}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7229046821594238},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6644335985183716},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6506966352462769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6431793570518494},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6149724721908569},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.512201726436615},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4680696725845337},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4463474154472351},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.4150514304637909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40849635004997253},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3723081648349762},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.36639559268951416},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36602678894996643},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3338032364845276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20506912469863892},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11075806617736816},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1051/e3sconf/202339201050","doi":"https://doi.org/10.1051/e3sconf/202339201050","is_oa":true,"landing_page_url":"https://doi.org/10.1051/e3sconf/202339201050","pdf_url":"https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/29/e3sconf_rse-ii-2023_01050.pdf","source":{"id":"https://openalex.org/S4210186093","display_name":"E3S Web of Conferences","issn_l":"2267-1242","issn":["2267-1242","2555-0403"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"E3S Web of Conferences","raw_type":"journal-article"},{"id":"pmh:oai:edpsciences.org:dkey/10.1051/e3sconf/202339201050","doi":null,"is_oa":true,"landing_page_url":"https://www.e3s-conferences.org/10.1051/e3sconf/202339201050/pdf","pdf_url":"https://www.e3s-conferences.org/10.1051/e3sconf/202339201050/pdf","source":{"id":"https://openalex.org/S4306400744","display_name":"Springer Link (Chiba Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I8488066","host_organization_name":"Chiba Institute of Technology","host_organization_lineage":["https://openalex.org/I8488066"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1051/e3sconf/202339201050","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:5d3af8c553714c0083b49675ef187de5","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/5d3af8c553714c0083b49675ef187de5","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,"listed_in":[],"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":"E3S Web of Conferences, Vol 392, p 01050 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1051/e3sconf/202339201050","doi":"https://doi.org/10.1051/e3sconf/202339201050","is_oa":true,"landing_page_url":"https://doi.org/10.1051/e3sconf/202339201050","pdf_url":"https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/29/e3sconf_rse-ii-2023_01050.pdf","source":{"id":"https://openalex.org/S4210186093","display_name":"E3S Web of Conferences","issn_l":"2267-1242","issn":["2267-1242","2555-0403"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"E3S Web of Conferences","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.8409000039100647}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379535507.pdf","grobid_xml":"https://content.openalex.org/works/W4379535507.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2067260098","https://openalex.org/W2792799947","https://openalex.org/W2913244056","https://openalex.org/W3002653678","https://openalex.org/W3138167176","https://openalex.org/W4210634200","https://openalex.org/W4226158904","https://openalex.org/W4312178756","https://openalex.org/W4312663499","https://openalex.org/W4320477728","https://openalex.org/W4362679863","https://openalex.org/W4401868530"],"related_works":["https://openalex.org/W4391967033","https://openalex.org/W7112774614","https://openalex.org/W4297210335","https://openalex.org/W3039615749","https://openalex.org/W3000657789","https://openalex.org/W4405691440","https://openalex.org/W7002131197","https://openalex.org/W7203630108","https://openalex.org/W3160742726","https://openalex.org/W6885034364"],"abstract_inverted_index":{"The":[0],"article":[1],"analyzes":[2],"the":[3,6,12,32,39,60,64,68,72,74,78,81,84,88,100,105,115,120,123,129,139,142,144,151,160,163,183,187],"sources":[4],"of":[5,8,15,41,43,48,63,80,91,107,125,131,141,146,154,165,189],"development":[7,124],"specific":[9],"mechanisms,":[10],"assessing":[11],"future":[13],"problems":[14],"regional":[16],"agro-industry":[17,177],"development.":[18],"Agro-industry":[19],"as":[20,31,45,94],"a":[21,25,46,179,193],"production":[22],"facility":[23],"forms":[24],"complex":[26,180],"system.":[27],"In":[28],"this":[29,190],"case,":[30],"main":[33,116],"elements,":[34,156],"it":[35],"is":[36,54,57,111,119,167,178],"suggested":[37],"that":[38,59,70,76,86,99,102,127,162,176],"criterion":[40],"non-loss":[42],"characteristics":[44],"result":[47],"processing":[49],"information":[50,61,148,197],"about":[51],"these":[52,95],"elements":[53],"primary.":[55],"It":[56],"justified":[58],"system":[62,108],"Big":[65],"Data":[66],"type,":[67],"models":[69,110],"describe":[71],"laws,":[73],"mechanism":[75,89,101],"enables":[77],"improvement":[79,106],"models,":[82],"and":[83,114,159,199],"algorithms":[85,126,200],"activate":[87],"are":[90,136,206],"particular":[92],"importance":[93,152,166],"sources.":[96,172],"Researchers":[97],"estimate":[98],"allows":[103],"for":[104,201],"research":[109,186],"artificial":[112,203],"intelligence,":[113],"problem":[117],"here":[118],"obstacles":[121,135],"in":[122,170],"determine":[128],"trajectory":[130],"its":[132,155],"activity.":[133],"These":[134],"explained":[137],"by":[138],"complexity":[140],"system,":[143,182,198],"lack":[145],"sufficient":[147],"to":[149,185],"assess":[150],"levels":[153],"low":[157],"accuracy,":[158],"fact":[161],"level":[164],"presented":[168],"differently":[169],"different":[171],"Taking":[173],"into":[174],"account":[175],"enough":[181],"need":[184],"laws":[188],"network":[191],"requires":[192],"big":[194],"data":[195],"type":[196],"using":[202],"intelligence-based":[204],"mechanisms":[205],"proposed.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-06-07T00:00:00"}
