{"id":"https://openalex.org/W1875027177","doi":"https://doi.org/10.1109/mnet.2015.7293298","title":"A survey of big data research","display_name":"A survey of big data research","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W1875027177","doi":"https://doi.org/10.1109/mnet.2015.7293298","mag":"1875027177","pmid":"https://pubmed.ncbi.nlm.nih.gov/26504265"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2015.7293298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2015.7293298","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.umassmed.edu/qhs_pp/1153","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084745600","display_name":"Hua Fang","orcid":"https://orcid.org/0000-0002-5026-1132"},"institutions":[{"id":"https://openalex.org/I166722992","display_name":"University of Massachusetts Chan Medical School","ror":"https://ror.org/0464eyp60","country_code":"US","type":"education","lineage":["https://openalex.org/I166722992"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hua Fang","raw_affiliation_strings":["University of Massachusetts Medical School, MA, USA","University of Massachusetts Medical School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Medical School, MA, USA","institution_ids":["https://openalex.org/I166722992"]},{"raw_affiliation_string":"University of Massachusetts Medical School","institution_ids":["https://openalex.org/I166722992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100751311","display_name":"Zhaoyang Zhang","orcid":"https://orcid.org/0000-0003-2346-6228"},"institutions":[{"id":"https://openalex.org/I100633361","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222","country_code":"US","type":"education","lineage":["https://openalex.org/I100633361"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaoyang Zhang","raw_affiliation_strings":["University of Massachusetts Medical School & University of Massachusetts Dartmouth"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Medical School & University of Massachusetts Dartmouth","institution_ids":["https://openalex.org/I100633361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067781682","display_name":"Chanpaul Jin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I100633361","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222","country_code":"US","type":"education","lineage":["https://openalex.org/I100633361"]},{"id":"https://openalex.org/I36326968","display_name":"InterDigital (United States)","ror":"https://ror.org/02w335z67","country_code":"US","type":"company","lineage":["https://openalex.org/I36326968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chanpaul Jin Wang","raw_affiliation_strings":["Interdigital Communications","University of Massachusetts Medical School & University of Massachusetts Dartmouth"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdigital Communications","institution_ids":["https://openalex.org/I36326968"]},{"raw_affiliation_string":"University of Massachusetts Medical School & University of Massachusetts Dartmouth","institution_ids":["https://openalex.org/I100633361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012785191","display_name":"Mahmoud Daneshmand","orcid":"https://orcid.org/0000-0002-6116-2156"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahmoud Daneshmand","raw_affiliation_strings":["Stevens Institute of Technology","Stevens Inst of Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"Stevens Inst of Tech","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101504222","display_name":"Chonggang Wang","orcid":"https://orcid.org/0000-0002-6691-5233"},"institutions":[{"id":"https://openalex.org/I100633361","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222","country_code":"US","type":"education","lineage":["https://openalex.org/I100633361"]},{"id":"https://openalex.org/I36326968","display_name":"InterDigital (United States)","ror":"https://ror.org/02w335z67","country_code":"US","type":"company","lineage":["https://openalex.org/I36326968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chonggang Wang","raw_affiliation_strings":["Interdigital Communications","University of Massachusetts Medical School & University of Massachusetts Dartmouth","InterDigital Communications#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdigital Communications","institution_ids":["https://openalex.org/I36326968"]},{"raw_affiliation_string":"University of Massachusetts Medical School & University of Massachusetts Dartmouth","institution_ids":["https://openalex.org/I100633361"]},{"raw_affiliation_string":"InterDigital Communications#TAB#","institution_ids":["https://openalex.org/I36326968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100419573","display_name":"Honggang Wang","orcid":"https://orcid.org/0000-0001-9475-2630"},"institutions":[{"id":"https://openalex.org/I100633361","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222","country_code":"US","type":"education","lineage":["https://openalex.org/I100633361"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Honggang Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts Dartmouth, USA","University of Massachusetts Dartmouth"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts Dartmouth, USA","institution_ids":["https://openalex.org/I100633361"]},{"raw_affiliation_string":"University of Massachusetts Dartmouth","institution_ids":["https://openalex.org/I100633361"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":27.1075,"has_fulltext":true,"cited_by_count":108,"citation_normalized_percentile":{"value":0.99718124,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"29","issue":"5","first_page":"6","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9983999729156494,"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/T11719","display_name":"Data Quality and Management","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9886000156402588,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8770710229873657},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7141819000244141},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.6633912920951843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6237059235572815},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.46283745765686035},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4309360384941101},{"id":"https://openalex.org/keywords/ethical-issues","display_name":"Ethical issues","score":0.4162095785140991},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35914289951324463},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.25216078758239746},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15519770979881287},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11786404252052307},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09435653686523438}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8770710229873657},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7141819000244141},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.6633912920951843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6237059235572815},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.46283745765686035},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4309360384941101},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.4162095785140991},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35914289951324463},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.25216078758239746},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15519770979881287},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11786404252052307},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09435653686523438},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/mnet.2015.7293298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2015.7293298","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmid:26504265","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26504265","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE network","raw_type":null},{"id":"pmh:oai:escholarship.umassmed.edu:qhs_pp-2153","is_oa":true,"landing_page_url":"https://escholarship.umassmed.edu/qhs_pp/1153","pdf_url":"https://escholarship.umassmed.edu/qhs_pp/1153","source":{"id":"https://openalex.org/S4306400883","display_name":"The Journal of the American Medical Association (JAMA) Network (American Medical Association)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173654999","host_organization_name":"American Medical Association","host_organization_lineage":["https://openalex.org/I173654999"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Population and Quantitative Health Sciences Publications","raw_type":"text"},{"id":"pmh:oai:europepmc.org:3587439","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4617656","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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"}],"best_oa_location":{"id":"pmh:oai:escholarship.umassmed.edu:qhs_pp-2153","is_oa":true,"landing_page_url":"https://escholarship.umassmed.edu/qhs_pp/1153","pdf_url":"https://escholarship.umassmed.edu/qhs_pp/1153","source":{"id":"https://openalex.org/S4306400883","display_name":"The Journal of the American Medical Association (JAMA) Network (American Medical Association)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173654999","host_organization_name":"American Medical Association","host_organization_lineage":["https://openalex.org/I173654999"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Population and Quantitative Health Sciences Publications","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G2490806176","display_name":null,"funder_award_id":"UL1 TR001453","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G6172286054","display_name":null,"funder_award_id":"R01 DA033323","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G6667047017","display_name":null,"funder_award_id":"UL1 RR031982","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G824144170","display_name":null,"funder_award_id":"UL1 TR000161","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"}],"funders":[{"id":"https://openalex.org/F4320310264","display_name":"University of Nebraska-Lincoln","ror":"https://ror.org/043mer456"},{"id":"https://openalex.org/F4320315739","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1875027177.pdf"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1494137514","https://openalex.org/W1500693574","https://openalex.org/W2039281946","https://openalex.org/W2042874875","https://openalex.org/W2048024857","https://openalex.org/W2146635036","https://openalex.org/W2157880897","https://openalex.org/W2159128662","https://openalex.org/W6629518394"],"related_works":["https://openalex.org/W4286508873","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W2185045523","https://openalex.org/W3090563135","https://openalex.org/W2175024588","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W156969523","https://openalex.org/W1982406023"],"abstract_inverted_index":{"Big":[0],"data":[1,47],"create":[2],"values":[3],"for":[4],"business":[5],"and":[6,19,28,36,50,54,56,59],"research,":[7],"but":[8],"pose":[9],"significant":[10],"challenges":[11,58],"in":[12,52],"terms":[13],"of":[14,45],"networking,":[15],"storage,":[16],"management,":[17],"analytics":[18],"ethics.":[20],"Multidisciplinary":[21],"collaborations":[22],"from":[23],"engineers,":[24],"computer":[25],"scientists,":[26],"statisticians":[27],"social":[29],"scientists":[30],"are":[31],"needed":[32],"to":[33],"tackle,":[34],"discover":[35],"understand":[37],"big":[38,46],"data.":[39],"This":[40],"survey":[41],"presents":[42],"an":[43],"overview":[44],"initiatives,":[48],"technologies":[49],"research":[51],"industries":[53],"academia,":[55],"discusses":[57],"potential":[60],"solutions.":[61]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}