{"id":"https://openalex.org/W2403108955","doi":"https://doi.org/10.1007/978-3-319-21569-3_9","title":"Big Data-Driven Innovation in Industrial Sectors","display_name":"Big Data-Driven Innovation in Industrial Sectors","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2403108955","doi":"https://doi.org/10.1007/978-3-319-21569-3_9","mag":"2403108955"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-21569-3_9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-21569-3_9","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-21569-3_9.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Horizons for a Data-Driven Economy","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-21569-3_9.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034717531","display_name":"Sonja Zillner","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I90812881","display_name":"Steinbeis University Berlin","ror":"https://ror.org/03efsge90","country_code":"DE","type":"education","lineage":["https://openalex.org/I90812881"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sonja Zillner","raw_affiliation_strings":["Corporate Technology, Siemens AG, Munich, Germany","School of International Business and Entrepreneurship, Steinbeis University, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Corporate Technology, Siemens AG, Munich, Germany","institution_ids":["https://openalex.org/I1325886976"]},{"raw_affiliation_string":"School of International Business and Entrepreneurship, Steinbeis University, Berlin, Germany","institution_ids":["https://openalex.org/I90812881"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051213237","display_name":"Tilman Becker","orcid":"https://orcid.org/0000-0002-2454-1712"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilman Becker","raw_affiliation_strings":["German Research Centre for Artificial Intelligence (DFKI), Stuhlsatzenhausweg 3, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Centre for Artificial Intelligence (DFKI), Stuhlsatzenhausweg 3, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002116203","display_name":"Ricard Munn\u00e8","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ricard Munn\u00e9","raw_affiliation_strings":["Atos Spain, S.A., Av. Diagonal, 200, 08018, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Atos Spain, S.A., Av. Diagonal, 200, 08018, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058391045","display_name":"Kazim Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109699","display_name":"Atos (Spain)","ror":"https://ror.org/01kxqsy59","country_code":"ES","type":"company","lineage":["https://openalex.org/I170138621","https://openalex.org/I4210109699"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Kazim Hussain","raw_affiliation_strings":["Atos Spain, S.A., Albarrac\u00edn 25, 28037, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Atos Spain, S.A., Albarrac\u00edn 25, 28037, Madrid, Spain","institution_ids":["https://openalex.org/I4210109699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072125521","display_name":"Sebnem Rusitschka","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebnem Rusitschka","raw_affiliation_strings":["Corporate Technology, Siemens AG, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Corporate Technology, Siemens AG, Munich, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004659105","display_name":"Helen Lippell","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138329","display_name":"Press Association","ror":"https://ror.org/0409tje58","country_code":"GB","type":"other","lineage":["https://openalex.org/I4210138329"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Helen Lippell","raw_affiliation_strings":["Press Association, London, UK"],"affiliations":[{"raw_affiliation_string":"Press Association, London, UK","institution_ids":["https://openalex.org/I4210138329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027850521","display_name":"Edward Curry","orcid":"https://orcid.org/0000-0001-8236-6433"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Edward Curry","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland Galway, Lower Dangan, Galway, Ireland","National University of Ireland Galway , Galway, Ireland"],"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland Galway, Lower Dangan, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"National University of Ireland Galway , Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090437599","display_name":"Adegboyega Ojo","orcid":"https://orcid.org/0000-0003-0565-2115"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Adegboyega Ojo","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland Galway, Lower Dangan, Galway, Ireland"],"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland Galway, Lower Dangan, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5034717531"],"corresponding_institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I90812881"],"apc_list":null,"apc_paid":null,"fwci":3.8101,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.93551043,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9995999932289124,"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":0.9995999932289124,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9592000246047974,"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/T11719","display_name":"Data Quality and Management","score":0.9588000178337097,"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":0.8540930151939392},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.605285108089447},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.574753999710083},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.44543036818504333},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42766934633255005},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19649699330329895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.16153568029403687},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10286268591880798}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8540930151939392},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.605285108089447},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.574753999710083},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.44543036818504333},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42766934633255005},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19649699330329895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16153568029403687},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10286268591880798},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-21569-3_9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-21569-3_9","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-21569-3_9.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Horizons for a Data-Driven Economy","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-21569-3_9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-21569-3_9","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-21569-3_9.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Horizons for a Data-Driven Economy","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2403108955.pdf","grobid_xml":"https://content.openalex.org/works/W2403108955.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W26097324","https://openalex.org/W57900376","https://openalex.org/W1495125968","https://openalex.org/W1591784466","https://openalex.org/W1876546206","https://openalex.org/W2033444011","https://openalex.org/W2113328036","https://openalex.org/W2124386564","https://openalex.org/W2141975087","https://openalex.org/W2553735618"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":{"This":[0],"chapter":[1],"provides":[2],"the":[3,17,51,68],"conceptual":[4],"background":[5],"and":[6,36,47,55],"overview":[7],"of":[8,19,23,57,70],"big":[9,24,58,72],"data-driven":[10,20,25,59],"innovation":[11,74],"in":[12,27],"society.":[13],"Specifically,":[14],"it":[15,62],"examines":[16],"nature":[18],"innovation,":[21],"exemplars":[22],"innovations":[26,44],"sectors":[28],"spanning":[29],"healthcare,":[30],"public":[31],"sector,":[32],"finance,":[33],"media,":[34],"energy,":[35],"transport.":[37],"It":[38],"discusses":[39],"core":[40],"enablers":[41],"for":[42],"these":[43],"highlighting":[45],"factors":[46],"challenges":[48],"associated":[49],"with":[50],"adequate":[52],"diffusion,":[53],"uptake,":[54],"sustainability":[56],"initiatives.":[60],"Finally,":[61],"presents":[63],"policy":[64],"recommendations":[65],"to":[66],"guide":[67],"development":[69],"a":[71],"data":[73],"ecosystem.":[75]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
