{"id":"https://openalex.org/W2964016347","doi":"https://doi.org/10.1109/tii.2019.2930226","title":"Big Data Analysis Based Network Behavior Insight of Cellular Networks for Industry 4.0 Applications","display_name":"Big Data Analysis Based Network Behavior Insight of Cellular Networks for Industry 4.0 Applications","publication_year":2019,"publication_date":"2019-07-22","ids":{"openalex":"https://openalex.org/W2964016347","doi":"https://doi.org/10.1109/tii.2019.2930226","mag":"2964016347"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2930226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2930226","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","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/A5046967955","display_name":"Dingde Jiang","orcid":"https://orcid.org/0000-0003-0284-5624"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingde Jiang","raw_affiliation_strings":["School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China","School of Astronautics & Aeronautic, University of Electronic Science & Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-0284-5624","affiliations":[{"raw_affiliation_string":"School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Astronautics & Aeronautic, University of Electronic Science & Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461341","display_name":"Yuqing Wang","orcid":"https://orcid.org/0000-0003-1100-6005"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqing Wang","raw_affiliation_strings":["School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China","School of Astronautics & Aeronautic, University of Electronic Science & Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Astronautics & Aeronautic, University of Electronic Science & Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108044017","display_name":"Zhihan Lv","orcid":"https://orcid.org/0000-0003-2525-3074"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihan Lv","raw_affiliation_strings":["School of Data Science and Software Engineering, Qingdao University, Qingdao, China","School of Data Science and Software Engineering Qingdao University Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-2525-3074","affiliations":[{"raw_affiliation_string":"School of Data Science and Software Engineering, Qingdao University, Qingdao, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"School of Data Science and Software Engineering Qingdao University Qingdao, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040032951","display_name":"Sheng Qi","orcid":"https://orcid.org/0000-0003-1872-9572"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Qi","raw_affiliation_strings":["School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China","School of Astronautics & Aeronautic, University of Electronic Science & Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Astronautics & Aeronautic, University of Electronic Science & Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087364850","display_name":"Surjit Singh","orcid":"https://orcid.org/0000-0002-2386-7729"},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Surjit Singh","raw_affiliation_strings":["Department of Computer Engineering, National Institute of Technology Kurukshetra, Haryana, India"],"raw_orcid":"https://orcid.org/0000-0002-2386-7729","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, National Institute of Technology Kurukshetra, Haryana, India","institution_ids":["https://openalex.org/I105094715"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":52.9457,"has_fulltext":false,"cited_by_count":166,"citation_normalized_percentile":{"value":0.99942689,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"16","issue":"2","first_page":"1310","last_page":"1320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9944000244140625,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9907000064849854,"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":0.8689526915550232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7838687896728516},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.64383465051651},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5104809999465942},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4834385812282562},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46187353134155273},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.44432246685028076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42928940057754517},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31926336884498596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22128641605377197},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10735088586807251}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8689526915550232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7838687896728516},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.64383465051651},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5104809999465942},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4834385812282562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46187353134155273},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.44432246685028076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42928940057754517},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31926336884498596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22128641605377197},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10735088586807251},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2019.2930226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2930226","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1938660769","display_name":null,"funder_award_id":"ZR2017QF015","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G2689533785","display_name":"\u8f6f\u4ef6\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u4e1a\u52a1\u6d41\u6d4b\u91cf\u673a\u7406\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61571104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8314971403","display_name":null,"funder_award_id":"ZYGX2017KYQD170","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1670423116","https://openalex.org/W1964457389","https://openalex.org/W2009654461","https://openalex.org/W2107427360","https://openalex.org/W2153757920","https://openalex.org/W2181693928","https://openalex.org/W2234616116","https://openalex.org/W2281611560","https://openalex.org/W2303085036","https://openalex.org/W2343044157","https://openalex.org/W2343277168","https://openalex.org/W2463481202","https://openalex.org/W2556289220","https://openalex.org/W2571254578","https://openalex.org/W2734338067","https://openalex.org/W2754408748","https://openalex.org/W2791177498","https://openalex.org/W2803434058","https://openalex.org/W2805527162","https://openalex.org/W2884184002","https://openalex.org/W2885668694","https://openalex.org/W2896575811","https://openalex.org/W2906751196","https://openalex.org/W2916956711","https://openalex.org/W2927303340"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W4390608645","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4247566972","https://openalex.org/W4248336175","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351"],"abstract_inverted_index":{"In":[0],"this":[1,83],"article,":[2],"we":[3,52,176],"propose":[4],"a":[5,25,61,68,86,100,109],"big":[6,26,95,102,141],"data":[7,27,37,96,103,142],"based":[8],"analysis":[9,131,143],"framework":[10],"to":[11,46,77,98,139,153,170],"analyze":[12,99],"and":[13,33,39,125,132,144,161,186],"extract":[14],"network":[15,55,75,91,101,133,155,162,190],"behaviors":[16,56,92],"in":[17,57],"cellular":[18,58,74,158],"networks":[19,59],"for":[20],"Industry":[21],"4.0":[22],"applications":[23],"from":[24,60],"perspective,":[28],"using":[29,93],"Hadoop,":[30],"Hive,":[31],"HBase,":[32],"so":[34],"on.":[35],"The":[36,128,165],"prehandling":[38],"traffic":[40,49],"flow":[41],"extraction":[42,135],"approaches":[43,136],"are":[44,137,151],"presented":[45],"construct":[47],"effective":[48],"matrices.":[50],"Accordingly,":[51],"can":[53,182],"capture":[54],"networkwide":[62],"perspective.":[63],"Although":[64],"there":[65],"have":[66],"been":[67],"number":[69],"of":[70,80,104],"prior":[71],"studies":[72],"on":[73],"usage,":[76],"the":[78,94,148],"best":[79],"our":[81,172],"knowledge,":[82],"article":[84],"is":[85,168],"first":[87],"study":[88],"that":[89,178],"characterizes":[90],"analytics":[97],"call":[105,129,159],"detail":[106],"records":[107,120],"over":[108],"longer":[110,184],"duration":[111],"(five":[112,117],"months),":[113],"with":[114],"more":[115,119,189],"users":[116],"million),":[118],"(several":[121],"hundred":[122],"million":[123],"lines)":[124],"nationwide":[126],"coverage.":[127],"pattern":[130],"behavior":[134],"designed":[138],"perform":[140],"feature":[145],"extractions.":[146],"Then,":[147],"corresponding":[149],"algorithms":[150],"proposed":[152,169],"characterize":[154],"behaviors,":[156],"i.e.,":[157],"patterns":[160],"resource":[163],"usage.":[164],"detailed":[166],"evaluation":[167],"validate":[171],"method.":[173],"For":[174],"example,":[175],"find":[177],"some":[179],"unpopular":[180],"calls":[181],"last":[183],"time":[185],"thus":[187],"consume":[188],"resources.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":56},{"year":2020,"cited_by_count":38},{"year":2019,"cited_by_count":27}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}