{"id":"https://openalex.org/W2953595181","doi":"https://doi.org/10.1080/17517575.2019.1633689","title":"Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies","display_name":"Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies","publication_year":2019,"publication_date":"2019-06-24","ids":{"openalex":"https://openalex.org/W2953595181","doi":"https://doi.org/10.1080/17517575.2019.1633689","mag":"2953595181"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2019.1633689","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2019.1633689","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1909.00413","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Hong-Ning Dai","orcid":"https://orcid.org/0000-0001-6165-4196"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Hong-Ning Dai","raw_affiliation_strings":["Faculty of Information Technology,  Macau University of Science and Technology , Macau, Macao"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology,  Macau University of Science and Technology , Macau, Macao","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hao Wang","orcid":"https://orcid.org/0000-0001-5170-8218"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["Faculty of Engineering and Natural Sciences, Norwegian University of Science & Technology in Aalesund , Gj\u00f8vik, Norway"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences, Norwegian University of Science & Technology in Aalesund , Gj\u00f8vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Guangquan Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangquan Xu","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing,  Tianjin University , Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing,  Tianjin University , Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiafu Wan","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":"Jiafu Wan","raw_affiliation_strings":["School of Mechanical & Automotive Engineering, South China University of Technology , Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical & Automotive Engineering, South China University of Technology , Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":null,"display_name":"Muhammad Imran","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Imran","raw_affiliation_strings":["College of Computer and Information Sciences,  King Saud University , Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences,  King Saud University , Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111950717"],"apc_list":null,"apc_paid":null,"fwci":27.1547,"has_fulltext":false,"cited_by_count":236,"citation_normalized_percentile":{"value":0.99619821,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":"9-10","first_page":"1279","last_page":"1303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.49149999022483826,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.49149999022483826,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.09799999743700027,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.02290000021457672,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/big-data","display_name":"Big data","score":0.8826000094413757},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6876999735832214},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5719000101089478},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4496999979019165},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.448199987411499},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.38690000772476196},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3702000081539154},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.3686999976634979}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8826000094413757},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6876999735832214},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6334999799728394},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5719000101089478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5425999760627747},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4496999979019165},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.448199987411499},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.3686999976634979},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.36739999055862427},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.3368000090122223},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.3312999904155731},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.311599999666214},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C136227091","wikidata":"https://www.wikidata.org/wiki/Q5380376","display_name":"Enterprise data management","level":3,"score":0.27810001373291016},{"id":"https://openalex.org/C77854861","wikidata":"https://www.wikidata.org/wiki/Q4686346","display_name":"Advanced manufacturing","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2615000009536743},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2565000057220459}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/17517575.2019.1633689","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2019.1633689","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1909.00413","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.00413","pdf_url":"https://arxiv.org/pdf/1909.00413","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:vital:16438","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/184123","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1909.00413","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.00413","pdf_url":"https://arxiv.org/pdf/1909.00413","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2525300429","display_name":null,"funder_award_id":"U1401251","funder_id":"https://openalex.org/F4320336213","funder_display_name":"National Natural Science Foundation of China-Guangdong Joint Fund"},{"id":"https://openalex.org/G2872672470","display_name":null,"funder_award_id":"61572355","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3953555290","display_name":null,"funder_award_id":"61672170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G605921640","display_name":null,"funder_award_id":"U1736115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6121844008","display_name":null,"funder_award_id":"0026/2018/A1","funder_id":"https://openalex.org/F4320323893","funder_display_name":"Fundo para o Desenvolvimento das Ci\u00eancias e da Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323893","display_name":"Fundo para o Desenvolvimento das Ci\u00eancias e da Tecnologia","ror":"https://ror.org/05vna4324"},{"id":"https://openalex.org/F4320336213","display_name":"National Natural Science Foundation of China-Guangdong Joint Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W580482164","https://openalex.org/W1171106586","https://openalex.org/W1826362354","https://openalex.org/W1965009340","https://openalex.org/W1966778069","https://openalex.org/W1981493461","https://openalex.org/W1985258161","https://openalex.org/W1988688732","https://openalex.org/W2013344760","https://openalex.org/W2019611862","https://openalex.org/W2023380651","https://openalex.org/W2060280513","https://openalex.org/W2086769049","https://openalex.org/W2092898013","https://openalex.org/W2096544401","https://openalex.org/W2119400430","https://openalex.org/W2120458882","https://openalex.org/W2133218851","https://openalex.org/W2135138790","https://openalex.org/W2142827986","https://openalex.org/W2154148713","https://openalex.org/W2156909104","https://openalex.org/W2157954477","https://openalex.org/W2161160262","https://openalex.org/W2231830877","https://openalex.org/W2264855399","https://openalex.org/W2317595875","https://openalex.org/W2339694852","https://openalex.org/W2343161864","https://openalex.org/W2401973905","https://openalex.org/W2515289923","https://openalex.org/W2522052520","https://openalex.org/W2529970993","https://openalex.org/W2561715741","https://openalex.org/W2585648289","https://openalex.org/W2587632139","https://openalex.org/W2589306531","https://openalex.org/W2593657034","https://openalex.org/W2601486059","https://openalex.org/W2607192985","https://openalex.org/W2609832296","https://openalex.org/W2610416651","https://openalex.org/W2617697157","https://openalex.org/W2736552576","https://openalex.org/W2738021352","https://openalex.org/W2756405796","https://openalex.org/W2757727956","https://openalex.org/W2766920088","https://openalex.org/W2770198223","https://openalex.org/W2776990447","https://openalex.org/W2781583119","https://openalex.org/W2782812883","https://openalex.org/W2787456680","https://openalex.org/W2788276261","https://openalex.org/W2791405898","https://openalex.org/W2802552971","https://openalex.org/W2804279170","https://openalex.org/W2808618194","https://openalex.org/W2917670471","https://openalex.org/W4205557662","https://openalex.org/W4232478844","https://openalex.org/W4243266869","https://openalex.org/W4243442157","https://openalex.org/W4252279099","https://openalex.org/W4255908421","https://openalex.org/W4256613398"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"Data":[1],"analytics":[2,41,62,75],"in":[3,16,42,63,91],"massive":[4],"manufacturing":[5,31,43,64,77],"data":[6,23,40,61,65,74,78],"can":[7,13],"extract":[8],"huge":[9],"business":[10],"values":[11],"while":[12],"also":[14,86],"result":[15],"research":[17],"challenges":[18,58],"due":[19],"to":[20],"the":[21,69,88],"heterogeneous":[22],"types,":[24],"enormous":[25],"volume":[26],"and":[27,57,81],"real-time":[28],"velocity":[29],"of":[30,45,59,66,72,76],"data.":[32],"This":[33,48],"paper":[34,49,85],"provides":[35],"an":[36],"overview":[37],"on":[38,55],"big":[39,60,73],"Internet":[44],"Things":[46],"(MIoT).":[47],"first":[50],"starts":[51],"with":[52],"a":[53],"discussion":[54],"necessities":[56],"MIoT.":[67],"Then,":[68],"enabling":[70],"technologies":[71],"are":[79],"surveyed":[80],"discussed.":[82],"Moreover,":[83],"this":[84,92],"outlines":[87],"future":[89],"directions":[90],"promising":[93],"area.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":43},{"year":2023,"cited_by_count":43},{"year":2022,"cited_by_count":51},{"year":2021,"cited_by_count":48},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2019-07-12T00:00:00"}
