{"id":"https://openalex.org/W2954220161","doi":"https://doi.org/10.1109/icacccn.2018.8748743","title":"Big Data and Its Applications\u2013 A Review","display_name":"Big Data and Its Applications\u2013 A Review","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2954220161","doi":"https://doi.org/10.1109/icacccn.2018.8748743","mag":"2954220161"},"language":"en","primary_location":{"id":"doi:10.1109/icacccn.2018.8748743","doi":"https://doi.org/10.1109/icacccn.2018.8748743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacccn.2018.8748743","pdf_url":null,"source":{"id":"https://openalex.org/S4363607780","display_name":"International Conference on Advances in Computing, Communication Control and Networking (ICAC3N)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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":null,"display_name":"Bhawana Gupta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhawana Gupta","raw_affiliation_strings":["School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000359423","display_name":"Ashwini Kumar","orcid":"https://orcid.org/0000-0001-9908-7430","observed_orcids":["https://orcid.org/0000-0001-9908-7430"]},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashwini Kumar","raw_affiliation_strings":["School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057722491","display_name":"Raghvendra Kumar Dwivedi","orcid":"https://orcid.org/0000-0002-0424-493X","observed_orcids":["https://orcid.org/0000-0002-0424-493X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raghvendra Kumar Dwivedi","raw_affiliation_strings":["Department of Information Technology, KIET Group of Institutions, Ghaziabad, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, KIET Group of Institutions, Ghaziabad, Uttar Pradesh, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2068,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83062731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"146","last_page":"149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.0035000001080334187,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.9990000128746033},{"id":"https://openalex.org/keywords/big-data-characteristics","display_name":"big data characteristics","score":0.925000011920929},{"id":"https://openalex.org/keywords/big-data-tools","display_name":"big data tools","score":0.8320000171661377},{"id":"https://openalex.org/keywords/data-storage","display_name":"data storage","score":0.7590000033378601},{"id":"https://openalex.org/keywords/data-management","display_name":"data management","score":0.9990000128746033},{"id":"https://openalex.org/keywords/big-data-processing","display_name":"big data processing","score":0.7179999947547913},{"id":"https://openalex.org/keywords/managerial-decision-making","display_name":"management decision-making","score":0.7149999737739563}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9317584037780762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7886916399002075},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7445273399353027},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6543433666229248},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5183594822883606},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4333626627922058},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43077677488327026},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42954760789871216},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42918941378593445},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.41085416078567505},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40720701217651367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10125264525413513},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacccn.2018.8748743","doi":"https://doi.org/10.1109/icacccn.2018.8748743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacccn.2018.8748743","pdf_url":null,"source":{"id":"https://openalex.org/S4363607780","display_name":"International Conference on Advances in Computing, Communication Control and Networking (ICAC3N)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2159128662","https://openalex.org/W2270992672","https://openalex.org/W2277847979","https://openalex.org/W2318024809","https://openalex.org/W2395539066"],"related_works":["https://openalex.org/W2938576234","https://openalex.org/W2892244564","https://openalex.org/W2791481414","https://openalex.org/W2910384174","https://openalex.org/W4297540011","https://openalex.org/W2575072784","https://openalex.org/W2602182086","https://openalex.org/W3109676052","https://openalex.org/W4308585594","https://openalex.org/W2292244604"],"abstract_inverted_index":{"Big":[0,32,42],"Data":[1,43],"is":[2,9,151],"known":[3],"as":[4],"huge":[5,47,108],"data":[6,24,28,33,50,112,142,162],"set":[7],"that":[8],"not":[10],"processed":[11],"in":[12,35],"single":[13],"system.":[14],"To":[15,106],"increase":[16],"the":[17,72,78,95,123,138,161],"processing":[18],"speed":[19],"and":[20,60,68,74,90,114,125,128,164],"storing":[21],"high":[22],"volume":[23],"we":[25,101,120],"prefer":[26],"big":[27,111,133,141,167],"than":[29],"traditional":[30,98],"techniques.":[31,115],"helps":[34],"decision":[36],"making":[37],"for":[38,140],"business":[39],"prospective":[40],"also.":[41],"also":[44,136],"refers":[45],"a":[46,53,153],"quantity":[48],"of":[49,80,97,156,166],"sets":[51],"with":[52],"large":[54,104],"variety":[55],"can":[56],"be":[57],"stored,":[58],"managed":[59],"processed.":[61],"It":[62,135],"make":[63],"secure":[64],"correct":[65],"information":[66],"fast":[67],"provide":[69],"benefit":[70],"to":[71,146,158],"researchers":[73],"customers":[75],"by":[76,132],"taking":[77],"properties":[79],"volume,":[81],"variety,":[82],"veracity,":[83],"velocity,":[84],"value,":[85],"visualization,":[86],"volatility,":[87],"vulnerability,":[88],"validity":[89],"variability":[91],"into":[92],"consideration.":[93],"With":[94],"help":[96,145],"database":[99],"system":[100],"cannot":[102],"handle":[103,107],"data.":[105,134,148,168],"dataset,":[109],"consider":[110],"tools":[113,139],"In":[116],"this":[117],"review":[118],"paper":[119],"first":[121],"proposed":[122],"introduction":[124],"their":[126],"characteristics":[127],"related":[129],"issues":[130],"faced":[131],"provided":[137],"which":[143],"are":[144],"managing":[147],"This":[149],"article":[150],"like":[152],"small":[154],"seed":[155],"helping":[157],"know":[159],"about":[160],"storage":[163],"management":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-07-12T00:00:00"}