{"id":"https://openalex.org/W4385400111","doi":"https://doi.org/10.1007/978-3-031-40213-5_9","title":"Addressing the Data Challenge in Manufacturing SMEs: A Comparative Study of Data Analytics Applications with a Simplified Reference Model","display_name":"Addressing the Data Challenge in Manufacturing SMEs: A Comparative Study of Data Analytics Applications with a Simplified Reference Model","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385400111","doi":"https://doi.org/10.1007/978-3-031-40213-5_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-40213-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40213-5_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5092571505","display_name":"Stefan R\u00f6sl","orcid":"https://orcid.org/0009-0006-2661-3165"},"institutions":[{"id":"https://openalex.org/I4210091978","display_name":"Ostbayerische Technische Hochschule Amberg-Weiden","ror":"https://ror.org/00gm0aw40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210091978"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Stefan R\u00f6sl","raw_affiliation_strings":["Technical University of Applied Sciences Amberg-Weiden, Hetzenrichter Weg 15, 92637, Weiden, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Applied Sciences Amberg-Weiden, Hetzenrichter Weg 15, 92637, Weiden, Germany","institution_ids":["https://openalex.org/I4210091978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102808296","display_name":"Thomas Auer","orcid":"https://orcid.org/0009-0008-9713-5433"},"institutions":[{"id":"https://openalex.org/I4210091978","display_name":"Ostbayerische Technische Hochschule Amberg-Weiden","ror":"https://ror.org/00gm0aw40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210091978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Auer","raw_affiliation_strings":["Technical University of Applied Sciences Amberg-Weiden, Hetzenrichter Weg 15, 92637, Weiden, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Applied Sciences Amberg-Weiden, Hetzenrichter Weg 15, 92637, Weiden, Germany","institution_ids":["https://openalex.org/I4210091978"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087968655","display_name":"Christian Schieder","orcid":"https://orcid.org/0000-0002-3004-5037"},"institutions":[{"id":"https://openalex.org/I4210091978","display_name":"Ostbayerische Technische Hochschule Amberg-Weiden","ror":"https://ror.org/00gm0aw40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210091978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Schieder","raw_affiliation_strings":["Technical University of Applied Sciences Amberg-Weiden, Hetzenrichter Weg 15, 92637, Weiden, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Applied Sciences Amberg-Weiden, Hetzenrichter Weg 15, 92637, Weiden, Germany","institution_ids":["https://openalex.org/I4210091978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092571505"],"corresponding_institution_ids":["https://openalex.org/I4210091978"],"apc_list":null,"apc_paid":null,"fwci":2.5202,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8975265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9958999752998352,"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":0.9958999752998352,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9940999746322632,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9236999750137329,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6501703858375549},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6493204832077026},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6155485510826111},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.5878760814666748},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5781588554382324},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5061516165733337},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.45875951647758484},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4266120195388794},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3430899977684021},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26057738065719604},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21511736512184143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6501703858375549},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6493204832077026},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6155485510826111},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.5878760814666748},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5781588554382324},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5061516165733337},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.45875951647758484},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4266120195388794},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3430899977684021},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26057738065719604},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21511736512184143},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-40213-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40213-5_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2038194220","https://openalex.org/W2070549414","https://openalex.org/W2103281268","https://openalex.org/W2497469562","https://openalex.org/W2517083954","https://openalex.org/W2886827096","https://openalex.org/W2970714237","https://openalex.org/W3037376259","https://openalex.org/W3043732919","https://openalex.org/W3130255873","https://openalex.org/W3146595385"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W4382315681","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W3123352720","https://openalex.org/W2462007151"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
