{"id":"https://openalex.org/W2885435495","doi":"https://doi.org/10.5220/0006912902450252","title":"Beyond Data Quality: Data Excellence Challenges from an Enterprise, Research and City Perspective","display_name":"Beyond Data Quality: Data Excellence Challenges from an Enterprise, Research and City Perspective","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885435495","doi":"https://doi.org/10.5220/0006912902450252","mag":"2885435495"},"language":"en","primary_location":{"id":"doi:10.5220/0006912902450252","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006912902450252","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006912902450252","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063561131","display_name":"Johannes Sautter","orcid":"https://orcid.org/0000-0002-5934-7979"},"institutions":[{"id":"https://openalex.org/I3020504353","display_name":"Fraunhofer Institute for Industrial Engineering","ror":"https://ror.org/01nh64743","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3020504353","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Sautter","raw_affiliation_strings":["Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3020504353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062259573","display_name":"Rebecca Litauer","orcid":"https://orcid.org/0000-0003-0989-6627"},"institutions":[{"id":"https://openalex.org/I3020504353","display_name":"Fraunhofer Institute for Industrial Engineering","ror":"https://ror.org/01nh64743","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3020504353","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rebecca Litauer","raw_affiliation_strings":["Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3020504353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066332630","display_name":"Rudolf Fischer","orcid":null},"institutions":[{"id":"https://openalex.org/I3020504353","display_name":"Fraunhofer Institute for Industrial Engineering","ror":"https://ror.org/01nh64743","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3020504353","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rudolf Fischer","raw_affiliation_strings":["Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3020504353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074636510","display_name":"Tina Klages","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113222","display_name":"Fraunhofer Information Center for Planning and Building","ror":"https://ror.org/01yrp7892","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210113222","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tina Klages","raw_affiliation_strings":["Fraunhofer Information Centre for Planning and Building IRB, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Information Centre for Planning and Building IRB, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210113222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035258378","display_name":"Andrea Wuchner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113222","display_name":"Fraunhofer Information Center for Planning and Building","ror":"https://ror.org/01yrp7892","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210113222","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Wuchner","raw_affiliation_strings":["Fraunhofer Information Centre for Planning and Building IRB, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Information Centre for Planning and Building IRB, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210113222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108231966","display_name":"Elena M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I3020504353","display_name":"Fraunhofer Institute for Industrial Engineering","ror":"https://ror.org/01nh64743","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3020504353","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elena M\u00fcller","raw_affiliation_strings":["Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3020504353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034598117","display_name":"Gretel Schaj","orcid":null},"institutions":[{"id":"https://openalex.org/I3020504353","display_name":"Fraunhofer Institute for Industrial Engineering","ror":"https://ror.org/01nh64743","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3020504353","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gretel Schaj","raw_affiliation_strings":["Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3020504353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071904683","display_name":"Ekaterina Dobrokhotova","orcid":null},"institutions":[{"id":"https://openalex.org/I3020504353","display_name":"Fraunhofer Institute for Industrial Engineering","ror":"https://ror.org/01nh64743","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3020504353","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ekaterina Dobrokhotova","raw_affiliation_strings":["Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3020504353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057363904","display_name":"Patrick Drews","orcid":"https://orcid.org/0000-0001-8891-2992"},"institutions":[{"id":"https://openalex.org/I3020504353","display_name":"Fraunhofer Institute for Industrial Engineering","ror":"https://ror.org/01nh64743","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3020504353","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Drews","raw_affiliation_strings":["Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Industrial Engineering IAO, Nobelstr. 12, 70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3020504353"]}]},{"author_position":"last","author":{"id":null,"display_name":"Stefan Riess","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Stefan Riess","raw_affiliation_strings":["KPMG AG Wirtschaftspr\u00fcfungsgesellschaft, Barbarossaplatz 1A, 50674 K\u00f6ln and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"KPMG AG Wirtschaftspr\u00fcfungsgesellschaft, Barbarossaplatz 1A, 50674 K\u00f6ln and Germany, --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.09922108,"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":"245","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":1.0,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9865000247955322,"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":0.9679999947547913,"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/excellence","display_name":"Excellence","score":0.7271264791488647},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6993023157119751},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.6309529542922974},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5154432058334351},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4365699589252472},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43480274081230164},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.366489440202713},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3420538902282715},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1796795129776001},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1408887505531311}],"concepts":[{"id":"https://openalex.org/C2777352838","wikidata":"https://www.wikidata.org/wiki/Q5419420","display_name":"Excellence","level":2,"score":0.7271264791488647},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6993023157119751},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.6309529542922974},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5154432058334351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4365699589252472},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43480274081230164},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.366489440202713},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3420538902282715},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1796795129776001},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1408887505531311},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0006912902450252","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006912902450252","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-506685","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-506685.html","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,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IAO","raw_type":"conferenceObject"},{"id":"pmh:oai:publica.fraunhofer.de:publica/401256","is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/401256","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,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.5220/0006912902450252","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006912902450252","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7099999785423279}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W115619315","https://openalex.org/W1535551271","https://openalex.org/W1567491469","https://openalex.org/W1579801742","https://openalex.org/W1595673185","https://openalex.org/W2000237244","https://openalex.org/W2002840276","https://openalex.org/W2085205264","https://openalex.org/W2302501749","https://openalex.org/W2380134297","https://openalex.org/W2546967614","https://openalex.org/W2743467484","https://openalex.org/W2758554725","https://openalex.org/W2768884330"],"related_works":["https://openalex.org/W2154960005","https://openalex.org/W3012393071","https://openalex.org/W3125583970","https://openalex.org/W1508013896","https://openalex.org/W4212958268","https://openalex.org/W2038448004","https://openalex.org/W4285677568","https://openalex.org/W982102332","https://openalex.org/W1970501475","https://openalex.org/W2091115472"],"abstract_inverted_index":{"Researchers":[0],"and":[1,23,39,50,60,95,123,128],"practitioners":[2],"widely":[3],"agree":[4],"on":[5,69,93],"data":[6,15,18,29,55,63,73,90,106],"quality":[7,61,131],"as":[8,108],"one":[9],"of":[10,14,62,72,103,111,125],"the":[11,37,47,70,104,109,121],"major":[12],"goals":[13,118],"management.":[16],"However,":[17],"management":[19,64],"departments":[20],"in":[21,46],"enterprises":[22],"organisations":[24],"increasingly":[25],"realise":[26],"needs":[27],"for":[28,78,86],"availability,":[30,56],"compliance,":[31],"operational":[32,57,117],"excellence":[33,107],"with":[34,82],"regard":[35],"to":[36,114],"domain":[38],"other":[40],"data-challenges.":[41],"In":[42],"raised":[43],"case":[44,96],"studies":[45,97],"enterprise,":[48],"research":[49],"city":[51],"domain,":[52],"challenges":[53],"regarding":[54],"integration,":[58],"compliance":[59],"processes":[65],"are":[66],"analysed.":[67],"Based":[68,92],"concept":[71,81],"quality,":[74],"this":[75,98],"paper":[76,99],"argues":[77],"a":[79,83,101],"similar":[80],"broader":[84],"scope":[85],"assessing":[87],"an":[88,112],"organisation\u2019s":[89],"suitability.":[91],"literature":[94],"proposes":[100],"definition":[102],"term":[105],"capability":[110],"organisation":[113],"reach":[115],"its":[116],"by":[119],"ensuring":[120],"availability":[122],"integration":[124],"suitable,":[126],"transparent":[127],"compliant":[129],"high":[130],"data.":[132]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}