{"id":"https://openalex.org/W2550107918","doi":"https://doi.org/10.1109/emergitech.2016.7737349","title":"Big data challenges: Impact, potential responses and research needs","display_name":"Big data challenges: Impact, potential responses and research needs","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2550107918","doi":"https://doi.org/10.1109/emergitech.2016.7737349","mag":"2550107918"},"language":"en","primary_location":{"id":"doi:10.1109/emergitech.2016.7737349","doi":"https://doi.org/10.1109/emergitech.2016.7737349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/emergitech.2016.7737349","pdf_url":null,"source":{"id":"https://openalex.org/S7407106582","display_name":"IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies (EmergiTech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies (EmergiTech)","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":"https://openalex.org/A5024947850","display_name":"Daniel Bachlechner","orcid":"https://orcid.org/0000-0001-7726-9065","observed_orcids":["https://orcid.org/0000-0001-7726-9065"]},"institutions":[{"id":"https://openalex.org/I4210131336","display_name":"Fraunhofer Institute for Systems and Innovation Research","ror":"https://ror.org/03vyq6t71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210131336","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Bachlechner","raw_affiliation_strings":["Competence Center Emerging Technologies, Fraunhofer Institute for Systems and Innovation Research, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Competence Center Emerging Technologies, Fraunhofer Institute for Systems and Innovation Research, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210131336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035724265","display_name":"Timo Leimbach","orcid":"https://orcid.org/0000-0001-8483-1634","observed_orcids":["https://orcid.org/0000-0001-8483-1634"]},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Timo Leimbach","raw_affiliation_strings":["School of Communication and Culture, Aarhus University, Denmark","School of Communication and Culture, Aarhus University, Aarhus, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication and Culture, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"School of Communication and Culture, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2942,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91993595,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9916999936103821,"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":0.9916999936103821,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.007000000216066837,"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":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.7900000214576721},{"id":"https://openalex.org/keywords/big-data-challenges","display_name":"big data challenges","score":0.9290000200271606},{"id":"https://openalex.org/keywords/organizational-problems","display_name":"organizational challenges","score":0.4580000042915344},{"id":"https://openalex.org/keywords/legislative-framework","display_name":"legislative framework","score":0.8320000171661377},{"id":"https://openalex.org/keywords/big-data-adoption","display_name":"big data adoption","score":0.699999988079071},{"id":"https://openalex.org/keywords/business-start-up","display_name":"startups","score":0.8320000171661377},{"id":"https://openalex.org/keywords/public-administration","display_name":"public administration","score":0.9470000267028809},{"id":"https://openalex.org/keywords/research-needs","display_name":"research needs","score":0.4129999876022339}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8336408138275146},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7863045930862427},{"id":"https://openalex.org/C83009810","wikidata":"https://www.wikidata.org/wiki/Q11204","display_name":"Legislature","level":2,"score":0.6981367468833923},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5706189870834351},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5184764266014099},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45841145515441895},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.45457005500793457},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45068684220314026},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.44124433398246765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36240842938423157},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.36031031608581543},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2664912939071655},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1397092044353485},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12664520740509033},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/emergitech.2016.7737349","doi":"https://doi.org/10.1109/emergitech.2016.7737349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/emergitech.2016.7737349","pdf_url":null,"source":{"id":"https://openalex.org/S7407106582","display_name":"IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies (EmergiTech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies (EmergiTech)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/393783","doi":null,"is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/393783","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"},{"id":"pmh:oai:pure.atira.dk:publications/b7e3d05c-41d6-4bc8-aefe-bfeb0a19efe8","doi":null,"is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/b7e3d05c-41d6-4bc8-aefe-bfeb0a19efe8","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bachlechner, D & Leimbach, T 2016, Big data challenges : impact, potential responses and research needs. in 2016 IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies, EmergiTech 2016., 7737349, IEEE, pp. 257-264, IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies, Mauritius, 03/08/2016. https://doi.org/10.1109/EmergiTech.2016.7737349","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W28554118","https://openalex.org/W64269816","https://openalex.org/W173040479","https://openalex.org/W1494137514","https://openalex.org/W1505837402","https://openalex.org/W1530446948","https://openalex.org/W1922334237","https://openalex.org/W1973541916","https://openalex.org/W1987468683","https://openalex.org/W1990744343","https://openalex.org/W2029084939","https://openalex.org/W2047507037","https://openalex.org/W2055062507","https://openalex.org/W2063601727","https://openalex.org/W2069433961","https://openalex.org/W2071762336","https://openalex.org/W2077091911","https://openalex.org/W2081307663","https://openalex.org/W2081930221","https://openalex.org/W2093594738","https://openalex.org/W2094218487","https://openalex.org/W2094343961","https://openalex.org/W2107782151","https://openalex.org/W2107971134","https://openalex.org/W2108830329","https://openalex.org/W2125800352","https://openalex.org/W2128476487","https://openalex.org/W2131307433","https://openalex.org/W2132178264","https://openalex.org/W2134533400","https://openalex.org/W2136407476","https://openalex.org/W2141875081","https://openalex.org/W2142225512","https://openalex.org/W2147464828","https://openalex.org/W2157880897","https://openalex.org/W2166445532","https://openalex.org/W2257871218","https://openalex.org/W2396726198","https://openalex.org/W2494240753","https://openalex.org/W2574134800","https://openalex.org/W2613223284","https://openalex.org/W2734695534","https://openalex.org/W3121335785","https://openalex.org/W3123284927","https://openalex.org/W3125862264","https://openalex.org/W4285719527","https://openalex.org/W6679418124"],"related_works":["https://openalex.org/W6922412420","https://openalex.org/W3003445499","https://openalex.org/W2914944936","https://openalex.org/W2947547668","https://openalex.org/W2768307539","https://openalex.org/W3181826628","https://openalex.org/W581643112","https://openalex.org/W2267694458","https://openalex.org/W4293770591","https://openalex.org/W7097953876"],"abstract_inverted_index":{"Although":[0],"reports":[1],"on":[2],"big":[3,49,138],"data":[4],"success":[5],"stories":[6],"have":[7],"been":[8],"accumulating":[9],"in":[10,38,116,137],"the":[11,53,58,125,146],"media,":[12],"most":[13],"organizations":[14,34],"dealing":[15],"with":[16,68],"high-volume,":[17],"high-velocity":[18],"and":[19,74,77,85,100,119,134,154],"high-variety":[20],"information":[21],"assets":[22],"still":[23],"face":[24],"challenges.":[25],"Only":[26],"a":[27,36,64],"thorough":[28],"understanding":[29],"of":[30,63,66],"these":[31],"challenges":[32,59,89,107,147],"puts":[33],"into":[35],"position":[37],"which":[39],"they":[40],"can":[41],"make":[42],"an":[43],"informed":[44],"decision":[45,54],"for":[46,103,151],"or":[47],"against":[48],"data,":[50,139],"and,":[51],"if":[52],"is":[55,141,150],"positive,":[56],"overcome":[57,145],"smoothly.":[60],"The":[61,106],"combination":[62],"series":[65],"interviews":[67],"leading":[69],"experts":[70],"from":[71],"enterprises,":[72],"associations":[73],"research":[75],"institutions,":[76],"focused":[78],"literature":[79],"reviews":[80],"allowed":[81],"not":[82,113],"only":[83,114],"identifying":[84],"describing":[86],"eight":[87],"key":[88],"but":[90],"also":[91,129],"characterizing":[92],"their":[93],"impact,":[94],"outlining":[95],"potential":[96],"responses":[97],"to":[98,111,144],"them":[99],"proposing":[101],"directions":[102],"future":[104],"research.":[105],"faced":[108],"were":[109],"found":[110],"be":[112],"technological":[115],"nature.":[117],"Organizational":[118],"people-related":[120],"matters":[121],"as":[122,124],"well":[123],"legislative":[126],"framework":[127],"are":[128],"relevant.":[130],"For":[131],"large":[132],"enterprises":[133,153],"startups":[135],"specialized":[136],"it":[140,149],"typically":[142],"easier":[143],"than":[148],"other":[152],"public":[155],"administration":[156],"bodies.":[157]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-11-30T00:00:00"}