{"id":"https://openalex.org/W4313360680","doi":"https://doi.org/10.3390/su15010637","title":"The Impact of Environmental Pollution on Residents\u2019 Income Caused by the Imbalance of Regional Economic Development Based on Artificial Intelligence","display_name":"The Impact of Environmental Pollution on Residents\u2019 Income Caused by the Imbalance of Regional Economic Development Based on Artificial Intelligence","publication_year":2022,"publication_date":"2022-12-30","ids":{"openalex":"https://openalex.org/W4313360680","doi":"https://doi.org/10.3390/su15010637"},"language":"en","primary_location":{"id":"doi:10.3390/su15010637","doi":"https://doi.org/10.3390/su15010637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su15010637","pdf_url":"https://www.mdpi.com/2071-1050/15/1/637/pdf?version=1672379741","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2071-1050/15/1/637/pdf?version=1672379741","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060770865","display_name":"Binfeng Ma","orcid":"https://orcid.org/0000-0002-0918-8674","observed_orcids":["https://orcid.org/0000-0002-0918-8674"]},"institutions":[{"id":"https://openalex.org/I4210117818","display_name":"Hexi University","ror":"https://ror.org/02axfzt86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210117818"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Binfeng Ma","raw_affiliation_strings":["School of Economics and Finance, Xi\u2019an Jiaotong University, Xi\u2019an 710061, China","School of Economics and Management, Hexi University, Zhangye 734000, China"],"raw_orcid":"https://orcid.org/0000-0002-0918-8674","affiliations":[{"raw_affiliation_string":"School of Economics and Finance, Xi\u2019an Jiaotong University, Xi\u2019an 710061, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Economics and Management, Hexi University, Zhangye 734000, China","institution_ids":["https://openalex.org/I4210117818"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060770865"],"corresponding_institution_ids":["https://openalex.org/I4210117818","https://openalex.org/I87445476"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2094},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2094},"fwci":1.298,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7941362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"15","issue":"1","first_page":"637","last_page":"637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13432","display_name":"Environmental Sustainability and Technology","score":0.37619999051094055,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13432","display_name":"Environmental Sustainability and Technology","score":0.37619999051094055,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.3019999861717224,"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/T14051","display_name":"Regional Economic Trends and Sectoral Structure","score":0.08780000358819962,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-pollution","display_name":"environmental pollution","score":1.0},{"id":"https://openalex.org/keywords/household-income","display_name":"household income","score":0.7149999737739563},{"id":"https://openalex.org/keywords/regional-economic-inequality","display_name":"regional economic disparities","score":0.9330000281333923},{"id":"https://openalex.org/keywords/income-inequality","display_name":"income inequality","score":0.9620000123977661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.7419999837875366},{"id":"https://openalex.org/keywords/healthy-china-strategy","display_name":"Healthy China strategy","score":0.8539999723434448},{"id":"https://openalex.org/keywords/ecological-civilization","display_name":"ecological civilization","score":0.7519999742507935},{"id":"https://openalex.org/keywords/people-s-livelihood","display_name":"people's livelihood","score":0.5809999704360962}],"concepts":[{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.5950610637664795},{"id":"https://openalex.org/C3987366","wikidata":"https://www.wikidata.org/wiki/Q6658164","display_name":"Livelihood","level":3,"score":0.529447078704834},{"id":"https://openalex.org/C2909468537","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Environmental pollution","level":2,"score":0.5279293060302734},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5141430497169495},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.41558638215065},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.39087653160095215},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30086570978164673},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1477772295475006},{"id":"https://openalex.org/C526734887","wikidata":"https://www.wikidata.org/wiki/Q832237","display_name":"Environmental protection","level":1,"score":0.14278557896614075},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/su15010637","doi":"https://doi.org/10.3390/su15010637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su15010637","pdf_url":"https://www.mdpi.com/2071-1050/15/1/637/pdf?version=1672379741","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jsusta:v:15:y:2022:i:1:p:637-:d:1019828","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2071-1050/15/1/637/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/su15010637","doi":"https://doi.org/10.3390/su15010637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su15010637","pdf_url":"https://www.mdpi.com/2071-1050/15/1/637/pdf?version=1672379741","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8928999900817871,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"},{"score":0.7578999996185303,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"},{"score":0.6452000141143799,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"},{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313360680.pdf","grobid_xml":"https://content.openalex.org/works/W4313360680.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2757288586","https://openalex.org/W2766921500","https://openalex.org/W2804107792","https://openalex.org/W2851486837","https://openalex.org/W2884195827","https://openalex.org/W2901537076","https://openalex.org/W2903396061","https://openalex.org/W2914127492","https://openalex.org/W2919267701","https://openalex.org/W2941487105","https://openalex.org/W2944121365","https://openalex.org/W2956047865","https://openalex.org/W2980378589","https://openalex.org/W2982745749","https://openalex.org/W3010561930","https://openalex.org/W3013668613","https://openalex.org/W3025508708","https://openalex.org/W3080548462","https://openalex.org/W3089629574","https://openalex.org/W3115551226","https://openalex.org/W3132458094","https://openalex.org/W3135201562","https://openalex.org/W3200755678","https://openalex.org/W3206461806","https://openalex.org/W4206197292","https://openalex.org/W4226332782","https://openalex.org/W4281946866","https://openalex.org/W4290694708","https://openalex.org/W4292493933"],"related_works":["https://openalex.org/W4410772878","https://openalex.org/W7212126808","https://openalex.org/W7196926326","https://openalex.org/W7110634570","https://openalex.org/W4414548911","https://openalex.org/W7161128228","https://openalex.org/W7169810825","https://openalex.org/W4417452201","https://openalex.org/W7161577845","https://openalex.org/W4388188755"],"abstract_inverted_index":{"Regional":[0,20],"economy":[1,15,21,72],"is":[2,22,87,119,128],"a":[3,8,11,47,132],"human":[4],"economic":[5,185],"activity":[6],"in":[7,110],"geographical":[9],"region,":[10],"prominent":[12],"and":[13,30,39,41,141,165,178,205],"sustainable":[14],"with":[16,114,121],"distinctive":[17],"regional":[18,71,184],"characteristics.":[19],"characterized":[23],"by":[24,67,182],"its":[25],"integrity,":[26],"relativity,":[27],"relative":[28],"independence,":[29],"spatial":[31],"difference.":[32],"With":[33],"the":[34,63,68,80,96,99,103,106,117,122,129,152,160,167,170,173,191,198],"increasing":[35],"development":[36,97,130,186],"of":[37,70,82,98,102,108,124,131,155,162,169,197],"science":[38],"technology":[40,54],"big":[42],"data,":[43],"it":[44,86],"has":[45,91,202],"become":[46],"normal":[48],"trend":[49],"to":[50,55],"use":[51],"artificial":[52,77],"intelligence":[53],"solve":[56],"current":[57],"social":[58,64],"problems.":[59],"In":[60],"this":[61,125],"paper,":[62],"problems":[65],"caused":[66,181],"imbalance":[69],"are":[73],"analyzed":[74],"based":[75],"on":[76,95],"intelligence.":[78],"Through":[79],"application":[81],"KNN-SVM":[83,193],"algorithm":[84],"optimization,":[85],"found":[88],"that":[89,150],"AI":[90],"relatively":[92],"little":[93],"impact":[94],"income":[100,142,180],"level":[101],"population":[104,179],"under":[105,151],"age":[107],"25":[109],"each":[111],"region.":[112],"Compared":[113],"previous":[115],"studies,":[116],"quality":[118],"compared":[120],"innovation":[123],"document,":[126],"which":[127],"conceptual":[133],"framework":[134],"approach,":[135],"an":[136],"environmental":[137,176],"pollution":[138,177],"analysis":[139],"mechanism,":[140],"inequality":[143],"analysis.":[144],"The":[145,195],"empirical":[146],"research":[147],"results":[148],"show":[149],"strategic":[153],"background":[154],"improving":[156],"people\u2019s":[157],"livelihood,":[158],"accelerating":[159],"reform":[161],"ecological":[163],"civilization":[164],"promoting":[166],"construction":[168],"health":[171],"system,":[172],"relationship":[174],"between":[175],"unbalanced":[183],"can":[187],"be":[188],"re-analyzed":[189],"through":[190],"best":[192],"algorithm.":[194],"implementation":[196],"healthy":[199],"China":[200],"strategy":[201],"important":[203],"theoretical":[204],"practical":[206],"significance.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-01-06T00:00:00"}