{"id":"https://openalex.org/W3157210447","doi":"https://doi.org/10.1108/jeim-12-2020-0553","title":"A novel heuristic approach for sustainable social and economic development based on green computing technology and big data","display_name":"A novel heuristic approach for sustainable social and economic development based on green computing technology and big data","publication_year":2021,"publication_date":"2021-04-29","ids":{"openalex":"https://openalex.org/W3157210447","doi":"https://doi.org/10.1108/jeim-12-2020-0553","mag":"3157210447"},"language":"en","primary_location":{"id":"doi:10.1108/jeim-12-2020-0553","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-12-2020-0553","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Enterprise Information Management","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/A5002039474","display_name":"Xiaoman Wu","orcid":"https://orcid.org/0009-0005-5431-6566"},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoman Wu","raw_affiliation_strings":["Foshan University, Foshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foshan University, Foshan, China","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103212380","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0001-6890-2500"},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Foshan University, Foshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foshan University, Foshan, China","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113736742","display_name":"Yulian Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulian Peng","raw_affiliation_strings":["Guangzhou College, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1220-5129","affiliations":[{"raw_affiliation_string":"Guangzhou College, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9138,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92867832,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"35","issue":"4/5","first_page":"1233","last_page":"1250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9758999943733215,"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":0.9758999943733215,"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":0.9740999937057495,"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"}},{"id":"https://openalex.org/T10880","display_name":"Environmental Sustainability in Business","score":0.9164000153541565,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6704438924789429},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.5897061824798584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5734857320785522},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5549587607383728},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5467709898948669},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4951726496219635},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4665731191635132},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4567517042160034},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.4176984429359436},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4158655107021332},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40552186965942383},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3442378640174866},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32901453971862793},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27465301752090454},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.227498859167099},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19716185331344604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12515917420387268}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6704438924789429},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.5897061824798584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5734857320785522},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5549587607383728},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5467709898948669},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4951726496219635},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4665731191635132},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4567517042160034},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.4176984429359436},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4158655107021332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40552186965942383},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3442378640174866},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32901453971862793},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27465301752090454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.227498859167099},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19716185331344604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12515917420387268},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/jeim-12-2020-0553","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-12-2020-0553","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Enterprise Information Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1503715349","https://openalex.org/W2049062145","https://openalex.org/W2052196323","https://openalex.org/W2052924199","https://openalex.org/W2053668171","https://openalex.org/W2090841340","https://openalex.org/W2125053167","https://openalex.org/W2514216601","https://openalex.org/W2534112989","https://openalex.org/W2640575530","https://openalex.org/W2791429988","https://openalex.org/W2802264600","https://openalex.org/W2809792733","https://openalex.org/W2811273693","https://openalex.org/W2902216410","https://openalex.org/W2906777814","https://openalex.org/W2919176114","https://openalex.org/W2945448176","https://openalex.org/W2946831462","https://openalex.org/W2950002832","https://openalex.org/W2966000005","https://openalex.org/W2972050950","https://openalex.org/W2983248295","https://openalex.org/W2990170142","https://openalex.org/W3032441358"],"related_works":["https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W4200071106","https://openalex.org/W2347474189"],"abstract_inverted_index":{"Purpose":[0],"Without":[1],"damaging":[2],"and":[3,45,48,60,98,142,148,153],"consuming":[4],"natural":[5],"resources,":[6],"green":[7,36,42],"computing":[8,37,43],"technology":[9,44],"can":[10,106,125],"meet":[11],"the":[12,26,33,41,62,66,72,75,80,88,93,99,102,108,118,129,139,151],"needs":[13],"of":[14,29,35,65,74,90,95,131,144,156],"society":[15],"for":[16],"a":[17],"long":[18],"time.":[19],"This":[20],"paper":[21],"discusses":[22],"how":[23],"to":[24],"realize":[25],"sustainable":[27,46],"development":[28,50],"social":[30,47],"economy":[31],"through":[32],"innovation":[34],"technology.":[38],"Design/methodology/approach":[39],"For":[40],"economic":[49],"problems,":[51],"it":[52],"builds":[53],"back":[54],"propagation":[55],"(BP)":[56],"neural":[57,110,146,158],"network":[58,67,81,111,147,159],"model":[59,68,120],"analyzes":[61],"topological":[63],"structure":[64],"as":[69,71],"well":[70],"impact":[73],"training":[76],"errors":[77],"allowed":[78],"by":[79],"on":[82],"its":[83],"performance.":[84],"Findings":[85],"By":[86],"optimizing":[87],"number":[89,94],"input":[91],"nodes,":[92],"hidden":[96],"nodes":[97],"target":[100],"value,":[101],"genetic":[103],"algorithm":[104],"(GA)":[105],"get":[107],"optimal":[109],"model.":[112,160],"The":[113],"simulation":[114],"experiment":[115],"proves":[116],"that":[117],"proposed":[119],"is":[121],"effective.":[122],"Originality/value":[123],"It":[124],"not":[126],"only":[127],"reduce":[128],"possibility":[130],"falling":[132],"into":[133],"local":[134],"optimum,":[135],"but":[136],"also":[137],"optimize":[138],"initial":[140],"weights":[141],"thresholds":[143],"BP":[145,157],"further":[149],"improve":[150],"stability":[152],"test":[154],"effect":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}