{"id":"https://openalex.org/W4205332954","doi":"https://doi.org/10.1155/2022/1634677","title":"Analyzing Relationship between Financing Constraints, Entrepreneurship, and Agricultural Company Using AI-Based Decision Support System","display_name":"Analyzing Relationship between Financing Constraints, Entrepreneurship, and Agricultural Company Using AI-Based Decision Support System","publication_year":2022,"publication_date":"2022-01-06","ids":{"openalex":"https://openalex.org/W4205332954","doi":"https://doi.org/10.1155/2022/1634677"},"language":"en","primary_location":{"id":"doi:10.1155/2022/1634677","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1634677","pdf_url":"https://downloads.hindawi.com/journals/sp/2022/1634677.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2022/1634677.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100689570","display_name":"Liu Xiao-hu","orcid":"https://orcid.org/0000-0001-5339-7310"},"institutions":[{"id":"https://openalex.org/I166427055","display_name":"Xinjiang Agricultural University","ror":"https://ror.org/04qjh2h11","country_code":"CN","type":"education","lineage":["https://openalex.org/I166427055"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohu Liu","raw_affiliation_strings":["Department of Economics and Trade, Xinjiang Agricultural University, Urumqi 830000, Xinjiang, China"],"affiliations":[{"raw_affiliation_string":"Department of Economics and Trade, Xinjiang Agricultural University, Urumqi 830000, Xinjiang, China","institution_ids":["https://openalex.org/I166427055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101517096","display_name":"Li Han","orcid":"https://orcid.org/0000-0002-0435-7205"},"institutions":[{"id":"https://openalex.org/I166427055","display_name":"Xinjiang Agricultural University","ror":"https://ror.org/04qjh2h11","country_code":"CN","type":"education","lineage":["https://openalex.org/I166427055"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Li","raw_affiliation_strings":["Department of Economics and Trade, Xinjiang Agricultural University, Urumqi 830000, Xinjiang, China"],"affiliations":[{"raw_affiliation_string":"Department of Economics and Trade, Xinjiang Agricultural University, Urumqi 830000, Xinjiang, China","institution_ids":["https://openalex.org/I166427055"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002622778","display_name":"Li Hong","orcid":"https://orcid.org/0000-0002-8815-6522"},"institutions":[{"id":"https://openalex.org/I166427055","display_name":"Xinjiang Agricultural University","ror":"https://ror.org/04qjh2h11","country_code":"CN","type":"education","lineage":["https://openalex.org/I166427055"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Li","raw_affiliation_strings":["Department of Economics and Trade, Xinjiang Agricultural University, Urumqi 830000, Xinjiang, China"],"affiliations":[{"raw_affiliation_string":"Department of Economics and Trade, Xinjiang Agricultural University, Urumqi 830000, Xinjiang, China","institution_ids":["https://openalex.org/I166427055"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002622778"],"corresponding_institution_ids":["https://openalex.org/I166427055"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":2.3121,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88363703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.9079999923706055,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.9079999923706055,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.9021000266075134,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/entrepreneurship","display_name":"Entrepreneurship","score":0.6802051663398743},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6208258867263794},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5851544141769409},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.552737295627594},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4843207895755768},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4841199815273285},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.472878634929657},{"id":"https://openalex.org/keywords/market-liquidity","display_name":"Market liquidity","score":0.44943559169769287},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.4218376576900482},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3655334711074829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24220439791679382}],"concepts":[{"id":"https://openalex.org/C84309077","wikidata":"https://www.wikidata.org/wiki/Q3908516","display_name":"Entrepreneurship","level":2,"score":0.6802051663398743},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6208258867263794},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5851544141769409},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.552737295627594},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4843207895755768},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4841199815273285},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.472878634929657},{"id":"https://openalex.org/C183582576","wikidata":"https://www.wikidata.org/wiki/Q184783","display_name":"Market liquidity","level":2,"score":0.44943559169769287},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.4218376576900482},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3655334711074829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24220439791679382},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/1634677","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1634677","pdf_url":"https://downloads.hindawi.com/journals/sp/2022/1634677.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e414870f87264caaa418e9ea9e6d55cb","is_oa":true,"landing_page_url":"https://doaj.org/article/e414870f87264caaa418e9ea9e6d55cb","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/1634677","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1634677","pdf_url":"https://downloads.hindawi.com/journals/sp/2022/1634677.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205332954.pdf","grobid_xml":"https://content.openalex.org/works/W4205332954.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1499769674","https://openalex.org/W2022278020","https://openalex.org/W2055053629","https://openalex.org/W2083895610","https://openalex.org/W2104347139","https://openalex.org/W2123252687","https://openalex.org/W2124115302","https://openalex.org/W2133739470","https://openalex.org/W2145185408","https://openalex.org/W2148347284","https://openalex.org/W2260700998","https://openalex.org/W2421483761","https://openalex.org/W2790792198","https://openalex.org/W3089400996","https://openalex.org/W3121620594","https://openalex.org/W3122605043","https://openalex.org/W3122808314","https://openalex.org/W3123587485","https://openalex.org/W3125322123","https://openalex.org/W3148848855","https://openalex.org/W3178376946","https://openalex.org/W6629787694"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"Decision":[0,99],"support":[1,25,31,47,57,65,95],"technology":[2],"has":[3],"become":[4,34],"a":[5,60],"key":[6],"link":[7],"in":[8,76,172,222],"modern":[9],"information":[10],"strategy.":[11],"With":[12],"the":[13,80,107,138,158,169,230,236,244,257,260,272,279],"deepening":[14],"of":[15,39,45,109,160,238,246,259,271,278],"research,":[16],"introduced":[17,22],"expert":[18],"systems":[19,32],"have":[20],"been":[21],"into":[23],"decision":[24,30,46,56,64,94],"systems.":[26],"In":[27],"this":[28,249],"way,":[29],"gradually":[33],"more":[35],"uncertain":[36],"and":[37,86,130,193,216,226,274],"capable":[38],"handling":[40],"uncertainties.":[41],"The":[42,89,114,133,164,180,197],"development":[43,227],"direction":[44],"system":[48,58,61,66],"is":[49,59,103],"typically":[50],"based":[51],"on":[52,111,242],"qualitative":[53],"analysis.":[54],"Intelligent":[55,98],"that":[62,153,200],"combines":[63],"with":[67],"artificial":[68],"intelligence":[69],"technology.":[70],"This":[71,219],"study":[72,165,261],"attempts":[73],"to":[74,105,136,142,206,232,268,275],"assess":[75],"an":[77,117,147,239,252],"innovative":[78],"way":[79],"relationship":[81],"between":[82],"financing":[83,144,173,208,247],"constraints,":[84,209,248],"entrepreneurship,":[85],"agricultural":[87,162,178,185,203,266],"firms.":[88],"most":[90,270,277],"recently":[91],"proposed":[92],"intelligent":[93],"system,":[96],"AI-assisted":[97],"Support":[100],"System":[101],"(AIIDSS),":[102],"used":[104],"predict":[106],"impact":[108,181],"entrepreneurship":[110,118,154],"corporate":[112],"performance.":[113],"paper":[115],"constructs":[116],"index":[119,141],"from":[120],"five":[121],"aspects:":[122],"innovation,":[123],"competitiveness,":[124],"human":[125],"capital":[126],"accumulation,":[127],"management":[128,217],"capability,":[129],"adventurous":[131],"spirit.":[132],"method":[134],"intends":[135],"construct":[137],"Kaplan\u2013Zingales":[139],"(KZ)":[140],"evaluate":[143],"constraints.":[145],"Through":[146],"empirical":[148],"study,":[149],"it":[150],"was":[151],"found":[152],"can":[155,166],"significantly":[156],"promote":[157],"growth":[159,237],"listed":[161,202],"companies.":[163,179],"drastically":[167],"reduce":[168],"difficulties":[170],"involved":[171],"constraints":[174],"normally":[175],"faced":[176],"by":[177],"paths":[182],"include":[183],"increasing":[184,194],"company":[186],"operating":[187],"cash":[188],"flow,":[189],"improving":[190],"stock":[191],"liquidity,":[192],"debt":[195],"financing.":[196],"research":[198,225,250],"suggests":[199],"if":[201],"companies":[204],"are":[205],"improve":[207,212],"entrepreneurs":[210],"must":[211],"their":[213],"own":[214],"competitiveness":[215],"capabilities.":[218],"will":[220,262],"help":[221,263],"reasonably":[223],"controlling":[224],"investment":[228],"besides":[229],"impulse":[231],"take":[233],"risks.":[234],"As":[235],"enterprise":[240],"relies":[241],"considering":[243],"determinants":[245],"provides":[251],"effective":[253],"investigation":[254],"technique.":[255],"Moreover,":[256],"findings":[258],"entrepreneurs,":[264],"particularly":[265],"companies,":[267],"bear":[269],"risks":[273],"avail":[276],"opportunities.":[280]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
