{"id":"https://openalex.org/W2889250693","doi":"https://doi.org/10.1016/j.procs.2018.08.054","title":"Data Analytics Systems and SME type \u2013 a Design Science Approach","display_name":"Data Analytics Systems and SME type \u2013 a Design Science Approach","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889250693","doi":"https://doi.org/10.1016/j.procs.2018.08.054","mag":"2889250693"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2018.08.054","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2018.08.054","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313322/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"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":"Procedia Computer Science","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313322/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012811128","display_name":"Patrick Ulrich","orcid":"https://orcid.org/0000-0002-2870-3651"},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Patrick Ulrich","raw_affiliation_strings":["Aalen University, Beethovenstr. 1, 73430 Aalen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalen University, Beethovenstr. 1, 73430 Aalen, Germany","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013256058","display_name":"Wolfgang Becker","orcid":null},"institutions":[{"id":"https://openalex.org/I94626330","display_name":"University of Bamberg","ror":"https://ror.org/01c1w6d29","country_code":"DE","type":"education","lineage":["https://openalex.org/I94626330"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Becker","raw_affiliation_strings":["University of Bamberg, Feldkirchenstr. 21, 96045 Bamberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bamberg, Feldkirchenstr. 21, 96045 Bamberg, Germany","institution_ids":["https://openalex.org/I94626330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086498030","display_name":"Alexandra Fibitz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexandra Fibitz","raw_affiliation_strings":["Aalen University, Beethovenstr. 1, 73430 Aalen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalen University, Beethovenstr. 1, 73430 Aalen, Germany","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006176499","display_name":"Eva Reitelsh\u00f6fer","orcid":null},"institutions":[{"id":"https://openalex.org/I94626330","display_name":"University of Bamberg","ror":"https://ror.org/01c1w6d29","country_code":"DE","type":"education","lineage":["https://openalex.org/I94626330"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eva Reitelsh\u00f6fer","raw_affiliation_strings":["University of Bamberg, Feldkirchenstr. 21, 96045 Bamberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bamberg, Feldkirchenstr. 21, 96045 Bamberg, Germany","institution_ids":["https://openalex.org/I94626330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005397258","display_name":"Felix Schuhknecht","orcid":"https://orcid.org/0000-0002-0165-4116"},"institutions":[{"id":"https://openalex.org/I94626330","display_name":"University of Bamberg","ror":"https://ror.org/01c1w6d29","country_code":"DE","type":"education","lineage":["https://openalex.org/I94626330"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Schuhknecht","raw_affiliation_strings":["University of Bamberg, Feldkirchenstr. 21, 96045 Bamberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bamberg, Feldkirchenstr. 21, 96045 Bamberg, Germany","institution_ids":["https://openalex.org/I94626330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012811128"],"corresponding_institution_ids":["https://openalex.org/I4210136950"],"apc_list":null,"apc_paid":null,"fwci":0.821,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.67162833,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"126","issue":null,"first_page":"1162","last_page":"1170"},"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/T11719","display_name":"Data Quality and Management","score":0.9575999975204468,"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/T11572","display_name":"Information Technology Governance and Strategy","score":0.9509999752044678,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8676310777664185},{"id":"https://openalex.org/keywords/restructuring","display_name":"Restructuring","score":0.6342247724533081},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5443631410598755},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4907265901565552},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4771977365016937},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4394334852695465},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43336522579193115},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"Requirements analysis","score":0.42769619822502136},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.4260554909706116},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37298303842544556},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3725341856479645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8676310777664185},{"id":"https://openalex.org/C45237549","wikidata":"https://www.wikidata.org/wiki/Q1376796","display_name":"Restructuring","level":2,"score":0.6342247724533081},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5443631410598755},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4907265901565552},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4771977365016937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4394334852695465},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43336522579193115},{"id":"https://openalex.org/C59488412","wikidata":"https://www.wikidata.org/wiki/Q187147","display_name":"Requirements analysis","level":3,"score":0.42769619822502136},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.4260554909706116},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37298303842544556},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3725341856479645},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.procs.2018.08.054","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2018.08.054","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313322/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"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":"Procedia Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:opus-htw-aalen.bsz-bw.de:7893","is_oa":false,"landing_page_url":"https://opus-htw-aalen.bsz-bw.de/frontdoor/index/index/docId/7893","pdf_url":null,"source":{"id":"https://openalex.org/S4306401044","display_name":"OPUS (Aalen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conferenceobject"},{"id":"pmh:oai:opus-htw-aalen.bsz-bw.de:7921","is_oa":false,"landing_page_url":"https://opus-htw-aalen.bsz-bw.de/frontdoor/index/index/docId/7921","pdf_url":null,"source":{"id":"https://openalex.org/S4306401044","display_name":"OPUS (Aalen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:opus-htw-aalen.bsz-bw.de:913","is_oa":false,"landing_page_url":"https://opus-htw-aalen.bsz-bw.de/frontdoor/index/index/docId/913","pdf_url":null,"source":{"id":"https://openalex.org/S4306401044","display_name":"OPUS (Aalen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2018.08.054","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2018.08.054","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313322/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"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":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2889250693.pdf","grobid_xml":"https://content.openalex.org/works/W2889250693.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W62247652","https://openalex.org/W264007260","https://openalex.org/W1496449353","https://openalex.org/W1631150390","https://openalex.org/W1889009680","https://openalex.org/W1993373830","https://openalex.org/W2029608738","https://openalex.org/W2098239681","https://openalex.org/W2123827258","https://openalex.org/W2136451344","https://openalex.org/W2136922540","https://openalex.org/W2138670854","https://openalex.org/W2151461605","https://openalex.org/W2158342889","https://openalex.org/W2169571673","https://openalex.org/W2339446221","https://openalex.org/W2406451388","https://openalex.org/W2498503053","https://openalex.org/W2526781987","https://openalex.org/W2556183134","https://openalex.org/W2770333281","https://openalex.org/W3009309465","https://openalex.org/W3151685851","https://openalex.org/W3184502823","https://openalex.org/W6623184388","https://openalex.org/W6629747523","https://openalex.org/W6674780271","https://openalex.org/W6680745763","https://openalex.org/W6746509652"],"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/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W2462007151","https://openalex.org/W2150941767","https://openalex.org/W2898375586"],"abstract_inverted_index":{"Although":[0],"the":[1,42,57,61,104,116],"current":[2],"literature":[3],"on":[4,29,103,115],"large":[5],"amounts":[6],"of":[7,44,50,60,106,120],"data":[8,10,35,63,121],"and":[9,17,31,38,53,118],"analysis":[11,36,64,113,122],"is":[12],"growing":[13],"rapidly,":[14],"profound":[15],"assumptions":[16],"practical":[18],"tasks":[19],"are":[20,87],"still":[21],"missing":[22],"in":[23],"some":[24],"areas.":[25],"This":[26],"paper":[27],"focuses":[28],"SMEs":[30],"their":[32,39,99],"approach":[33],"to":[34,66,93],"issues":[37],"implementation.":[40],"With":[41],"methodology":[43],"design":[45],"research":[46],"we":[47,108],"use":[48],"characteristics":[49,117],"SME":[51],"types":[52],"link":[54],"them":[55],"with":[56],"corresponding":[58],"requirements":[59,89,119],"compatible":[62],"system":[65],"increase":[67],"performance.":[68],"We":[69],"derive":[70],"a":[71,76,110],"framework":[72],"that":[73,85,90],"serves":[74],"as":[75],"starting":[77],"point":[78],"for":[79],"further":[80],"research.":[81],"The":[82],"results":[83],"indicate":[84],"there":[86],"several":[88],"companies":[91],"need":[92],"consider":[94],"when":[95],"realigning":[96],"or":[97],"restructuring":[98],"internal":[100],"database.":[101],"Depending":[102],"type":[105],"SME,":[107],"choose":[109],"performance":[111],"grid":[112],"based":[114],"systems.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}