{"id":"https://openalex.org/W2997455317","doi":"https://doi.org/10.1007/s00521-019-04682-z","title":"Unstructured big data analysis algorithm and simulation of Internet of Things based on machine learning","display_name":"Unstructured big data analysis algorithm and simulation of Internet of Things based on machine learning","publication_year":2020,"publication_date":"2020-01-02","ids":{"openalex":"https://openalex.org/W2997455317","doi":"https://doi.org/10.1007/s00521-019-04682-z","mag":"2997455317"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-019-04682-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04682-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5013903881","display_name":"Rui Hou","orcid":"https://orcid.org/0000-0002-9215-7632"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Hou","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University, Beijing, 102206, People\u2019s Republic of China","School of Economics and Management, North China Electric Power University, Beijing, 102206, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, 102206, People\u2019s Republic of China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, 102206, People's Republic of China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112658122","display_name":"Yanqiang Kong","orcid":"https://orcid.org/0009-0001-1006-218X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"YanQiang Kong","raw_affiliation_strings":["School of Energy Power and Mechanical Engineering, North China Electric Power University, Beijing, 102206, People\u2019s Republic of China","School of Energy Power and Mechanical Engineering, North China Electric Power University, Beijing, 102206, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Energy Power and Mechanical Engineering, North China Electric Power University, Beijing, 102206, People\u2019s Republic of China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"School of Energy Power and Mechanical Engineering, North China Electric Power University, Beijing, 102206, People's Republic of China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022958615","display_name":"Bing Cai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bing Cai","raw_affiliation_strings":["State Grid Ningxia Electric Power Co., Ltd, Yinchuan, 750001, Ningxia, People\u2019s Republic of China","State Grid Ningxia Electric Power Co., Ltd, Yinchuan, 750001, Ningxia, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"State Grid Ningxia Electric Power Co., Ltd, Yinchuan, 750001, Ningxia, People\u2019s Republic of China","institution_ids":[]},{"raw_affiliation_string":"State Grid Ningxia Electric Power Co., Ltd, Yinchuan, 750001, Ningxia, People's Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904"},"institutions":[{"id":"https://openalex.org/I4210087675","display_name":"State-owned Assets Supervision and Administration Commission of the State Council","ror":"https://ror.org/002k1r174","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210087675","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Liu","raw_affiliation_strings":["State-Owned Assets Supervision and Administration Commission, Yinchuan, 750000, Ningxia, People\u2019s Republic of China","State-Owned Assets Supervision and Administration Commission, Yinchuan, 750000, Ningxia, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"State-Owned Assets Supervision and Administration Commission, Yinchuan, 750000, Ningxia, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210087675"]},{"raw_affiliation_string":"State-Owned Assets Supervision and Administration Commission, Yinchuan, 750000, Ningxia, People's Republic of China","institution_ids":["https://openalex.org/I4210087675"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112658122"],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.5093,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.98228312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"32","issue":"10","first_page":"5399","last_page":"5407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9718999862670898,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9718999862670898,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9677000045776367,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/big-data","display_name":"Big data","score":0.9130642414093018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8232133984565735},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6200198531150818},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.5882956385612488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5564000606536865},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5500572323799133},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5263544321060181},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5001349449157715},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.422573059797287},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27469515800476074},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24710366129875183}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9130642414093018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8232133984565735},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6200198531150818},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.5882956385612488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5564000606536865},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5500572323799133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5263544321060181},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5001349449157715},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.422573059797287},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27469515800476074},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24710366129875183},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-019-04682-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04682-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1990509304","https://openalex.org/W2024750921","https://openalex.org/W2108223084","https://openalex.org/W2338676105","https://openalex.org/W2341741614","https://openalex.org/W2497069692","https://openalex.org/W2508162852","https://openalex.org/W2517089320","https://openalex.org/W2525221147","https://openalex.org/W2528565181","https://openalex.org/W2548753368","https://openalex.org/W2583686848","https://openalex.org/W2586459757","https://openalex.org/W2589378591","https://openalex.org/W2604930203","https://openalex.org/W2620783058","https://openalex.org/W2747765175","https://openalex.org/W2757817063","https://openalex.org/W2765375080","https://openalex.org/W2766199893","https://openalex.org/W2800969125","https://openalex.org/W2808784979","https://openalex.org/W2964248614","https://openalex.org/W3103352755"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W3157828377","https://openalex.org/W4377992839","https://openalex.org/W2937168573","https://openalex.org/W2261525379","https://openalex.org/W2162769527","https://openalex.org/W2805468299","https://openalex.org/W4231652189","https://openalex.org/W2889935511","https://openalex.org/W2608358066"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
