{"id":"https://openalex.org/W2606384742","doi":"https://doi.org/10.1007/s41060-017-0090-x","title":"What makes Data Science different? A discussion involving Statistics2.0 and Computational Sciences","display_name":"What makes Data Science different? A discussion involving Statistics2.0 and Computational Sciences","publication_year":2018,"publication_date":"2018-02-05","ids":{"openalex":"https://openalex.org/W2606384742","doi":"https://doi.org/10.1007/s41060-017-0090-x","mag":"2606384742"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-017-0090-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0090-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0090-x.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0090-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071802800","display_name":"Christophe Ley","orcid":"https://orcid.org/0000-0002-2290-8437"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Christophe Ley","raw_affiliation_strings":["Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Krijgslaan 281, Campus Sterre, S9, 9000, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Krijgslaan 281, Campus Sterre, S9, 9000, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027163198","display_name":"St\u00e9phane Bordas","orcid":"https://orcid.org/0000-0001-7622-2193"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]},{"id":"https://openalex.org/I4210162667","display_name":"University of Wales Institute Cardiff","ror":"https://ror.org/03evaaw16","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210162667"]},{"id":"https://openalex.org/I97429440","display_name":"University of Wales","ror":"https://ror.org/01se4f844","country_code":"GB","type":"education","lineage":["https://openalex.org/I97429440"]}],"countries":["GB","LU","SG"],"is_corresponding":true,"raw_author_name":"St\u00e9phane P. A. Bordas","raw_affiliation_strings":["Department of Computational Engineering, University of Luxembourg, 6 Avenue de la Fonte, 4362, Esch-sur-Alzette, Luxembourg","Institute of Mechanics and Advanced Materials, School of Engineering, Cardiff University, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computational Engineering, University of Luxembourg, 6 Avenue de la Fonte, 4362, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Institute of Mechanics and Advanced Materials, School of Engineering, Cardiff University, Wales, UK","institution_ids":["https://openalex.org/I4210162667","https://openalex.org/I97429440"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027163198"],"corresponding_institution_ids":["https://openalex.org/I186903577","https://openalex.org/I4210162667","https://openalex.org/I97429440"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":3.2115,"has_fulltext":true,"cited_by_count":48,"citation_normalized_percentile":{"value":0.93368849,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"3","first_page":"167","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9743000268936157,"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/perspective","display_name":"Perspective (graphical)","score":0.5981084108352661},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5009679794311523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48716995120048523},{"id":"https://openalex.org/keywords/science-and-engineering","display_name":"Science and engineering","score":0.45444023609161377},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.32908928394317627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15163248777389526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10993993282318115}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5981084108352661},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5009679794311523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48716995120048523},{"id":"https://openalex.org/C2993955422","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Science and engineering","level":2,"score":0.45444023609161377},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.32908928394317627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15163248777389526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10993993282318115}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s41060-017-0090-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0090-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0090-x.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:137780","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:archive.ugent.be:8599288","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-8599288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 2364-4168","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:orbilu.uni.lu:10993/30235","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/30235","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/preprint"},{"id":"pmh:oai:orbilu.uni.lu:10993/57871","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/57871","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Data Science and Analytics, 6 (3), 167 - 175 (2018-11)","raw_type":"peer reviewed"}],"best_oa_location":{"id":"doi:10.1007/s41060-017-0090-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0090-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0090-x.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2606384742.pdf","grobid_xml":"https://content.openalex.org/works/W2606384742.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W17046467","https://openalex.org/W49155504","https://openalex.org/W77637080","https://openalex.org/W340056678","https://openalex.org/W1525796422","https://openalex.org/W1531674615","https://openalex.org/W1591608973","https://openalex.org/W1671527142","https://openalex.org/W1860589458","https://openalex.org/W1967649517","https://openalex.org/W1973737329","https://openalex.org/W1975802500","https://openalex.org/W1979560366","https://openalex.org/W1986775347","https://openalex.org/W1990647511","https://openalex.org/W2000425991","https://openalex.org/W2014849394","https://openalex.org/W2033206800","https://openalex.org/W2041048937","https://openalex.org/W2044355921","https://openalex.org/W2046074714","https://openalex.org/W2053620226","https://openalex.org/W2059885388","https://openalex.org/W2073058320","https://openalex.org/W2084279782","https://openalex.org/W2097912000","https://openalex.org/W2099070212","https://openalex.org/W2104489082","https://openalex.org/W2108366027","https://openalex.org/W2109911863","https://openalex.org/W2121055513","https://openalex.org/W2130777855","https://openalex.org/W2131715540","https://openalex.org/W2135046866","https://openalex.org/W2136195590","https://openalex.org/W2141671098","https://openalex.org/W2145804351","https://openalex.org/W2168133360","https://openalex.org/W2245948944","https://openalex.org/W2271074062","https://openalex.org/W2286032140","https://openalex.org/W2313414517","https://openalex.org/W2321310861","https://openalex.org/W2399020123","https://openalex.org/W2404152164","https://openalex.org/W2414515375","https://openalex.org/W2488809410","https://openalex.org/W2503343131","https://openalex.org/W2511059485","https://openalex.org/W2513955315","https://openalex.org/W2518003110","https://openalex.org/W2521497315","https://openalex.org/W2531785041","https://openalex.org/W2561675875","https://openalex.org/W2576772538","https://openalex.org/W2584043331","https://openalex.org/W2587288333","https://openalex.org/W2593175946","https://openalex.org/W2594332644","https://openalex.org/W2600736460","https://openalex.org/W2600906272","https://openalex.org/W2616541306","https://openalex.org/W2618050130","https://openalex.org/W2662945845","https://openalex.org/W2724111113","https://openalex.org/W2737012124","https://openalex.org/W2769592479","https://openalex.org/W2772286066","https://openalex.org/W2774144635","https://openalex.org/W2963145488","https://openalex.org/W3022776974","https://openalex.org/W3102449990","https://openalex.org/W3104305579","https://openalex.org/W3121758991","https://openalex.org/W3141511049","https://openalex.org/W4247571494","https://openalex.org/W4249857036","https://openalex.org/W6608131559","https://openalex.org/W6836113855"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2149537132","https://openalex.org/W2376932109","https://openalex.org/W2018871932"],"abstract_inverted_index":{"Data":[0,62,68,77,105,114],"Science":[1,63,69,78,106,115],"is":[2],"today":[3],"one":[4,29],"of":[5,35,45,59],"the":[6,32,60,73,111],"main":[7],"buzzwords,":[8],"be":[9],"it":[10],"in":[11],"business,":[12],"industrial":[13],"or":[14],"academic":[15],"settings.":[16],"Machine":[17],"learning,":[18],"experimental":[19],"design,":[20],"data-driven":[21],"modelling":[22],"are":[23],"all,":[24],"undoubtedly,":[25],"rising":[26],"disciplines":[27],"if":[28],"goes":[30],"by":[31],"soaring":[33],"number":[34],"research":[36],"papers":[37],"and":[38,88,97,109,116],"patents":[39],"appearing":[40],"each":[41],"year.":[42],"The":[43],"prospect":[44],"becoming":[46],"a":[47,95],"\u201cData":[48],"Scientist\u201d":[49],"appeals":[50],"to":[51,107],"many.":[52],"A":[53],"discussion":[54],"panel":[55],"organised":[56],"as":[57],"part":[58],"European":[61],"Conference":[64],"(European":[65],"Association":[66],"for":[67],"(EuADS))":[70],"https://euads.org/edsc/":[71],"asked":[72],"question:":[74],"\u201cWhat":[75],"makes":[76],"different?\u201d":[79],"In":[80,101],"this":[81,92],"paper,":[82],"we":[83,103],"give":[84],"our":[85],"own,":[86],"personal":[87],"multi-faceted":[89],"view":[90],"on":[91],"question,":[93],"from":[94],"Statistics":[96,108],"an":[98],"Engineering":[99],"perspective.":[100],"particular,":[102],"compare":[104],"discuss":[110],"connection":[112],"between":[113],"Computational":[117],"Sciences.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}