{"id":"https://openalex.org/W4414144497","doi":"https://doi.org/10.1007/978-3-032-04375-7_12","title":"The Added Value of\u00a0Data Science in\u00a0Organizations \u2013 A Value Network Model Approach","display_name":"The Added Value of\u00a0Data Science in\u00a0Organizations \u2013 A Value Network Model Approach","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414144497","doi":"https://doi.org/10.1007/978-3-032-04375-7_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-04375-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04375-7_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"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/A5059371297","display_name":"Matthias Pohl","orcid":"https://orcid.org/0000-0002-6241-7675"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Matthias Pohl","raw_affiliation_strings":["German Aerospace Center - Institute of Data Science, Jena, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6241-7675","affiliations":[{"raw_affiliation_string":"German Aerospace Center - Institute of Data Science, Jena, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062901320","display_name":"Christian Haertel","orcid":"https://orcid.org/0009-0001-4904-5643"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Haertel","raw_affiliation_strings":["Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0009-0001-4904-5643","affiliations":[{"raw_affiliation_string":"Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024723011","display_name":"Daniel Staegemann","orcid":"https://orcid.org/0000-0001-9957-1003"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Staegemann","raw_affiliation_strings":["Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9957-1003","affiliations":[{"raw_affiliation_string":"Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087109830","display_name":"Klaus Turowski","orcid":"https://orcid.org/0000-0002-4388-8914"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus Turowski","raw_affiliation_strings":["Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4388-8914","affiliations":[{"raw_affiliation_string":"Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059371297"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37899145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.998199999332428,"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":0.998199999332428,"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/T10003","display_name":"Innovation and Knowledge Management","score":0.9174000024795532,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.910099983215332,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/value-network","display_name":"Value network","score":0.7483999729156494},{"id":"https://openalex.org/keywords/value-proposition","display_name":"Value proposition","score":0.6169999837875366},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.6017000079154968},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5727999806404114},{"id":"https://openalex.org/keywords/business-value","display_name":"Business value","score":0.5677000284194946},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.5320000052452087},{"id":"https://openalex.org/keywords/aerospace","display_name":"Aerospace","score":0.5059999823570251},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.4991999864578247},{"id":"https://openalex.org/keywords/added-value","display_name":"Added value","score":0.47099998593330383}],"concepts":[{"id":"https://openalex.org/C89249532","wikidata":"https://www.wikidata.org/wiki/Q7912758","display_name":"Value network","level":3,"score":0.7483999729156494},{"id":"https://openalex.org/C68991459","wikidata":"https://www.wikidata.org/wiki/Q11700776","display_name":"Value proposition","level":2,"score":0.6169999837875366},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.6017000079154968},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5727999806404114},{"id":"https://openalex.org/C147239956","wikidata":"https://www.wikidata.org/wiki/Q556441","display_name":"Business value","level":3,"score":0.5677000284194946},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.5320000052452087},{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.5059999823570251},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.4991999864578247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.486299991607666},{"id":"https://openalex.org/C78244369","wikidata":"https://www.wikidata.org/wiki/Q104840706","display_name":"Added value","level":2,"score":0.47099998593330383},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4401000142097473},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4284000098705292},{"id":"https://openalex.org/C2777655877","wikidata":"https://www.wikidata.org/wiki/Q3475740","display_name":"Design science research","level":3,"score":0.3982999920845032},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3977999985218048},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.38530001044273376},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3801000118255615},{"id":"https://openalex.org/C2780103759","wikidata":"https://www.wikidata.org/wiki/Q5264375","display_name":"Design science","level":2,"score":0.3783999979496002},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.37279999256134033},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.36329999566078186},{"id":"https://openalex.org/C2777569040","wikidata":"https://www.wikidata.org/wiki/Q7912749","display_name":"Value capture","level":3,"score":0.3312999904155731},{"id":"https://openalex.org/C2986652750","wikidata":"https://www.wikidata.org/wiki/Q11700776","display_name":"Value creation","level":2,"score":0.32499998807907104},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C86275758","wikidata":"https://www.wikidata.org/wiki/Q376657","display_name":"Strategic management","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27300000190734863},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2728999853134155},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.27129998803138733},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25459998846054077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-04375-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04375-7_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:elib.dlr.de:217002","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04375-7_12>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Konferenzbeitrag"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1983177532","https://openalex.org/W2127535461","https://openalex.org/W2131757366","https://openalex.org/W2171461844","https://openalex.org/W2795233095","https://openalex.org/W3040712290","https://openalex.org/W3044719873","https://openalex.org/W3047327247","https://openalex.org/W4285108239","https://openalex.org/W4293193826","https://openalex.org/W4386531805","https://openalex.org/W4400229837","https://openalex.org/W4402858974","https://openalex.org/W4406460386","https://openalex.org/W4407175328"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2146574657","https://openalex.org/W2360514497","https://openalex.org/W2141973803","https://openalex.org/W2380888862","https://openalex.org/W146092442","https://openalex.org/W2008907382","https://openalex.org/W2783082359","https://openalex.org/W300104376"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
