{"id":"https://openalex.org/W4385454786","doi":"https://doi.org/10.3390/systems11080392","title":"The Evaluation Prediction System for Urban Advanced Manufacturing Development","display_name":"The Evaluation Prediction System for Urban Advanced Manufacturing Development","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385454786","doi":"https://doi.org/10.3390/systems11080392"},"language":"en","primary_location":{"id":"doi:10.3390/systems11080392","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11080392","pdf_url":"https://www.mdpi.com/2079-8954/11/8/392/pdf?version=1690881718","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/11/8/392/pdf?version=1690881718","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007278641","display_name":"Zixin Dou","orcid":"https://orcid.org/0000-0002-1234-3989"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixin Dou","raw_affiliation_strings":["Research Center for High Quality Development of Modern Industry, Guangzhou University, Guangzhou 510006, China","School of Management, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"Research Center for High Quality Development of Modern Industry, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Management, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025317539","display_name":"Yanming Sun","orcid":"https://orcid.org/0000-0002-6309-9111"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanming Sun","raw_affiliation_strings":["Research Center for High Quality Development of Modern Industry, Guangzhou University, Guangzhou 510006, China","School of Management, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"Research Center for High Quality Development of Modern Industry, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Management, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031835883","display_name":"Jianhua Zhu","orcid":"https://orcid.org/0000-0003-4297-1836"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhua Zhu","raw_affiliation_strings":["School of Economics and Management, Harbin Institute of Technology (Weihai), Weihai 264209, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Harbin Institute of Technology (Weihai), Weihai 264209, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101229620","display_name":"Zijia Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijia Zhou","raw_affiliation_strings":["School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031835883"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":10.1891,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97702211,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"8","first_page":"392","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.914900004863739,"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"}},"topics":[{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.914900004863739,"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/T11479","display_name":"Smart Cities and Technologies","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47021248936653137},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46581506729125977},{"id":"https://openalex.org/keywords/yangtze-river","display_name":"Yangtze river","score":0.4540281593799591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4477878212928772},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4364296793937683},{"id":"https://openalex.org/keywords/delta","display_name":"Delta","score":0.41417208313941956},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3541470766067505},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33481496572494507},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.22798892855644226},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21044176816940308},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.19747033715248108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1877201795578003}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47021248936653137},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46581506729125977},{"id":"https://openalex.org/C3018003528","wikidata":"https://www.wikidata.org/wiki/Q5413","display_name":"Yangtze river","level":3,"score":0.4540281593799591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4477878212928772},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4364296793937683},{"id":"https://openalex.org/C5072461","wikidata":"https://www.wikidata.org/wiki/Q49506","display_name":"Delta","level":2,"score":0.41417208313941956},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3541470766067505},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33481496572494507},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22798892855644226},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21044176816940308},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.19747033715248108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1877201795578003},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/systems11080392","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11080392","pdf_url":"https://www.mdpi.com/2079-8954/11/8/392/pdf?version=1690881718","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2d6661e062724771bca5dd612309ec25","is_oa":true,"landing_page_url":"https://doaj.org/article/2d6661e062724771bca5dd612309ec25","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":"Systems, Vol 11, Iss 8, p 392 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2079-8954/11/8/392/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/systems11080392","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems; Volume 11; Issue 8; Pages: 392","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/systems11080392","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11080392","pdf_url":"https://www.mdpi.com/2079-8954/11/8/392/pdf?version=1690881718","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385454786.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W2312391375","https://openalex.org/W2899796842","https://openalex.org/W2940919871","https://openalex.org/W2956776915","https://openalex.org/W2969934309","https://openalex.org/W2987829137","https://openalex.org/W2994602612","https://openalex.org/W3037295578","https://openalex.org/W3041118103","https://openalex.org/W3047664852","https://openalex.org/W3048412619","https://openalex.org/W3112287344","https://openalex.org/W3134189684","https://openalex.org/W3155206509","https://openalex.org/W3165535041","https://openalex.org/W3177323237","https://openalex.org/W3179341654","https://openalex.org/W3187903838","https://openalex.org/W3201232357","https://openalex.org/W3207400253","https://openalex.org/W3213864761","https://openalex.org/W4200248530","https://openalex.org/W4200459175","https://openalex.org/W4206106721","https://openalex.org/W4220858053","https://openalex.org/W4221023942","https://openalex.org/W4223890113","https://openalex.org/W4225407216","https://openalex.org/W4282047060","https://openalex.org/W4284899441","https://openalex.org/W4293795563","https://openalex.org/W4294693835","https://openalex.org/W4307125514","https://openalex.org/W4307810537","https://openalex.org/W4310682551","https://openalex.org/W4318618369","https://openalex.org/W4323050487","https://openalex.org/W4366252991","https://openalex.org/W4367396776","https://openalex.org/W6756087696","https://openalex.org/W6761537550","https://openalex.org/W6797823584","https://openalex.org/W6803971002","https://openalex.org/W6809756846"],"related_works":["https://openalex.org/W2364139172","https://openalex.org/W2377808188","https://openalex.org/W2360242884","https://openalex.org/W2364071958","https://openalex.org/W2381531667","https://openalex.org/W2360419609","https://openalex.org/W2358373474","https://openalex.org/W2374467398","https://openalex.org/W2383322449","https://openalex.org/W2370428053"],"abstract_inverted_index":{"With":[0],"the":[1,5,13,17,26,35,38,51,70,82,128,143,157,162,165,194,228,230,237],"rapid":[2],"development":[3,14,72,101,115,130,245],"of":[4,16,29,37,54,61,74,114,132,142,159,193],"economy,":[6],"it":[7,42,124],"is":[8,136,168,197,232],"important":[9],"to":[10,49,150,236],"reasonably":[11],"evaluate":[12],"status":[15,73],"regional":[18],"manufacturing":[19,32],"industry.":[20],"Given":[21],"this,":[22],"this":[23],"article":[24],"expands":[25],"evaluation":[27,52],"indicators":[28],"urban":[30],"advanced":[31],"(UAM)":[33],"from":[34,140],"perspective":[36],"push\u2013pull-mooring":[39],"(PPM).":[40],"Then,":[41],"uses":[43],"a":[44,58,88,118,180,186,243],"machine":[45,212],"learning":[46,213],"(ML)":[47],"method":[48],"predict":[50],"results":[53,65],"other":[55,200,211],"cities":[56,80,92,110,160],"through":[57],"small":[59],"amount":[60],"sample":[62],"data.":[63,225],"The":[64,190],"show":[66],"that:":[67],"(1)":[68],"From":[69],"current":[71],"UAM":[75,133,176],"in":[76,81,93,134,153,164],"Guangdong":[77],"Province":[78],"(GD),":[79],"Pearl":[83],"River":[84,145],"Delta":[85],"region":[86,108],"occupy":[87],"dominant":[89],"position.":[90],"However,":[91,148],"eastern,":[94],"western,":[95],"and":[96,103,116],"mountainous":[97],"regions":[98],"have":[99,206],"strong":[100],"potential":[102],"lead":[104],"cities.":[105],"Therefore,":[106],"each":[107],"has":[109,117,179,185],"with":[111],"high":[112],"levels":[113],"demonstrative":[119,187],"role.":[120,188],"(2)":[121],"By":[122,226],"comparison,":[123],"was":[125],"found":[126],"that":[127,141,174],"overall":[129,166],"level":[131],"GD":[135],"not":[137,177,217],"significantly":[138],"different":[139,248],"Yangtze":[144],"Economic":[146],"Belt.":[147],"due":[149],"significant":[151],"differences":[152],"their":[154],"extreme":[155],"values,":[156],"proportion":[158],"above":[161],"average":[163],"population":[167],"relatively":[169],"small.":[170],"This":[171],"indirectly":[172],"proves":[173],"GD\u2019s":[175],"only":[178],"phased":[181],"nature,":[182],"but":[183],"also":[184],"(3)":[189],"prediction":[191,208,224],"effect":[192],"perceptron":[195],"model":[196],"better":[198,207],"than":[199,210],"methods.":[201],"Although":[202],"neural":[203],"network":[204,222],"models":[205],"performance":[209],"models,":[214],"they":[215],"should":[216],"overly":[218],"rely":[219],"on":[220],"complex":[221],"structure":[223],"comparing":[227],"results,":[229],"reliability":[231],"verified.":[233],"Finally,":[234],"according":[235],"life":[238],"cycle":[239],"theory,":[240],"we":[241],"propose":[242],"targeted":[244],"path":[246],"for":[247],"UAM.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}
