{"id":"https://openalex.org/W3159659552","doi":"https://doi.org/10.1155/2021/9934090","title":"Application of Data Envelopment and Internet of Things Technology for Asset Value Evaluation","display_name":"Application of Data Envelopment and Internet of Things Technology for Asset Value Evaluation","publication_year":2021,"publication_date":"2021-05-03","ids":{"openalex":"https://openalex.org/W3159659552","doi":"https://doi.org/10.1155/2021/9934090","mag":"3159659552"},"language":"en","primary_location":{"id":"doi:10.1155/2021/9934090","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9934090","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/9934090.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS 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":"Mobile Information Systems","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/misy/2021/9934090.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079040804","display_name":"Lunsheng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154121","display_name":"Shandong Institute of Commerce & Technology","ror":"https://ror.org/03xk2yz39","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210154121"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lunsheng Wang","raw_affiliation_strings":["Information Center, Shandong Institute of Commerce and Technology, Jinan 250103, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Center, Shandong Institute of Commerce and Technology, Jinan 250103, Shandong, China","institution_ids":["https://openalex.org/I4210154121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102393278","display_name":"Mingwu Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4403386519","display_name":"Shandong University of Arts","ror":"https://ror.org/04pa05368","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386519"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwu Gao","raw_affiliation_strings":["Publicity Department, Information Center, Shandong University of Arts, Jinan 250014, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Publicity Department, Information Center, Shandong University of Arts, Jinan 250014, Shandong, China","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4403386519"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031167538","display_name":"Zhenlu Liang","orcid":"https://orcid.org/0000-0001-9960-0839"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenlu Liang","raw_affiliation_strings":["Network Information Center, Qilu University of Technology, Jinan 250353, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0001-9960-0839","affiliations":[{"raw_affiliation_string":"Network Information Center, Qilu University of Technology, Jinan 250353, Shandong, China","institution_ids":["https://openalex.org/I152269853"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031167538"],"corresponding_institution_ids":["https://openalex.org/I152269853"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.4198,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68314437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14064","display_name":"Organizational and Employee Performance","score":0.8999999761581421,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14064","display_name":"Organizational and Employee Performance","score":0.8999999761581421,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8134444355964661},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7047978639602661},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.682152271270752},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.6820114254951477},{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.558121919631958},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4671002924442291},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4646799862384796},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4569959044456482},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3821133077144623},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.21837785840034485},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1550946831703186},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14243978261947632},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12022164463996887},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.09614819288253784},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08689787983894348},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.07817330956459045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134444355964661},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7047978639602661},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.682152271270752},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.6820114254951477},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.558121919631958},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4671002924442291},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4646799862384796},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4569959044456482},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3821133077144623},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.21837785840034485},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1550946831703186},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14243978261947632},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12022164463996887},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09614819288253784},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08689787983894348},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.07817330956459045},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/9934090","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9934090","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/9934090.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS 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":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c12a0fa0f8424dd3822cb16321af8e1d","is_oa":true,"landing_page_url":"https://doaj.org/article/c12a0fa0f8424dd3822cb16321af8e1d","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,"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":"Mobile Information Systems, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/9934090","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9934090","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/9934090.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS 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":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3159659552.pdf","grobid_xml":"https://content.openalex.org/works/W3159659552.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2528054895","https://openalex.org/W2898263745","https://openalex.org/W2898859653","https://openalex.org/W2903027428","https://openalex.org/W2908834113","https://openalex.org/W2910721806","https://openalex.org/W2915459315","https://openalex.org/W2915579267","https://openalex.org/W2925595384","https://openalex.org/W2944470712","https://openalex.org/W2946649287","https://openalex.org/W2948630513","https://openalex.org/W2951465121","https://openalex.org/W2969713425","https://openalex.org/W2970863477","https://openalex.org/W2977278543","https://openalex.org/W2996726926","https://openalex.org/W3011840454","https://openalex.org/W3012982585","https://openalex.org/W3013278003","https://openalex.org/W3024424554","https://openalex.org/W3043271818","https://openalex.org/W3080997988","https://openalex.org/W3112732078","https://openalex.org/W3115881467","https://openalex.org/W3122644100"],"related_works":["https://openalex.org/W2801360836","https://openalex.org/W4378625608","https://openalex.org/W2120745168","https://openalex.org/W2736559621","https://openalex.org/W2352291457","https://openalex.org/W2360317231","https://openalex.org/W2126538897","https://openalex.org/W4300811387","https://openalex.org/W2277194173","https://openalex.org/W2393998096"],"abstract_inverted_index":{"Assets":[0],"are":[1],"an":[2,6,10,82,93],"essential":[3],"part":[4],"of":[5,20,57,59,76,124,147],"enterprise\u2019s":[7],"production":[8,15],"and":[9,16,48,62,68,95,110,118,145,154],"indispensable":[11],"economic":[12],"entity":[13],"for":[14,99],"operation.":[17],"The":[18,122],"valuation":[19],"assets":[21],"is":[22,127],"one":[23],"such":[24],"area":[25],"that":[26],"has":[27],"received":[28],"significant":[29],"attention":[30],"in":[31],"recent":[32],"years.":[33],"However,":[34],"there":[35],"exist":[36],"numerous":[37],"issues":[38,43],"from":[39],"various":[40],"perspectives.":[41],"These":[42],"require":[44],"us":[45],"to":[46,66,116,128],"study":[47],"explore":[49],"them":[50],"further.":[51],"This":[52,89],"article":[53],"discusses":[54],"the":[55,74,87,100,130,143,148],"role":[56],"Internet":[58],"Things":[60],"(IoT)":[61],"data":[63,108],"envelopment":[64,109],"methods":[65],"improve":[67],"develop":[69],"asset":[70,77,83,101,120,137],"evaluation.":[71,139,156],"Based":[72],"on":[73],"concept":[75],"evaluation,":[78],"this":[79,105,125],"paper":[80,106],"designs":[81],"evaluation":[84],"framework":[85,90],"using":[86],"IoT.":[88],"can":[91],"provide":[92],"all-weather":[94],"no-delay":[96],"preparation":[97],"basis":[98],"appraisal":[102],"work.":[103],"Moreover,":[104],"uses":[107],"particle":[111],"swarm":[112],"optimization":[113,133],"(PSO)":[114],"algorithm":[115,126],"clean":[117],"reclassify":[119],"data.":[121],"objective":[123],"solve":[129],"nonlinear":[131],"function":[132],"problems":[134],"associated":[135],"with":[136],"value":[138],"Finally,":[140],"we":[141],"verify":[142],"effectiveness":[144],"practicability":[146],"model":[149],"by":[150],"comparing":[151],"experimental":[152],"simulation":[153],"manual":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}