{"id":"https://openalex.org/W3186897958","doi":"https://doi.org/10.5220/0010517301650175","title":"DERM: A Reference Model for Data Engineering","display_name":"DERM: A Reference Model for Data Engineering","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3186897958","doi":"https://doi.org/10.5220/0010517301650175","mag":"3186897958"},"language":"en","primary_location":{"id":"doi:10.5220/0010517301650175","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010517301650175","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 10th 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/10.5220/0010517301650175","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067380879","display_name":"Daniel Tebernum","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Tebernum","raw_affiliation_strings":["Data Business, Fraunhofer ISST, Emil-Figge-Strasse 91, 44227 Dortmund, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Data Business, Fraunhofer ISST, Emil-Figge-Strasse 91, 44227 Dortmund, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210163630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075122057","display_name":"Marcel Altendeitering","orcid":"https://orcid.org/0000-0003-1827-5312"},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcel Altendeitering","raw_affiliation_strings":["Data Business, Fraunhofer ISST, Emil-Figge-Strasse 91, 44227 Dortmund, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Data Business, Fraunhofer ISST, Emil-Figge-Strasse 91, 44227 Dortmund, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210163630"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037058130","display_name":"Falk Howar","orcid":"https://orcid.org/0000-0002-9524-4459"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Falk Howar","raw_affiliation_strings":["Chair for Software Engineering, TU Dortmund University, Otto-Hahn-Strasse 12, 44227 Dortmund, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Chair for Software Engineering, TU Dortmund University, Otto-Hahn-Strasse 12, 44227 Dortmund, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067380879"],"corresponding_institution_ids":["https://openalex.org/I4210163630"],"apc_list":null,"apc_paid":null,"fwci":0.4368,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68352481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.3573000133037567,"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":0.3573000133037567,"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":0.621781587600708},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42471349239349365},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2958786189556122}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.621781587600708},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42471349239349365},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2958786189556122}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0010517301650175","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010517301650175","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 10th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-641400","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-641400.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer ISST","raw_type":"Conference Paper"},{"id":"pmh:oai:null:publica/412942","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/412942","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.5220/0010517301650175","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010517301650175","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 10th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Data":[0],"forms":[1],"an":[2,112],"essential":[3],"organizational":[4],"asset":[5],"and":[6,39,54,62,110,158],"is":[7,23,34,44],"a":[8,40,71,97,141,151,160],"potential":[9],"source":[10],"for":[11,82,139,163],"competitive":[12],"advantages.":[13],"To":[14],"exploit":[15],"these":[16,108],"advantages,":[17],"the":[18,28,48,58,79,86,90,93,129],"engineering":[19,42,73,126,143],"of":[20,31,92],"data-intensive":[21],"applications":[22,33],"becoming":[24],"increasingly":[25],"important.":[26],"Yet,":[27],"professional":[29],"development":[30,154],"such":[32],"still":[35],"in":[36],"its":[37],"infancy":[38],"practical":[41],"approach":[43],"necessary":[45],"to":[46,104,150],"reach":[47],"next":[49],"maturity":[50],"level.":[51],"Therefore,":[52],"resources":[53],"frameworks":[55],"that":[56,135],"bridge":[57],"gaps":[59,134],"between":[60,107],"theory":[61],"practice":[63],"are":[64],"required.":[65],"In":[66],"this":[67],"study,":[68],"we":[69,95],"developed":[70],"data":[72,84,87,102,125],"reference":[74],"model":[75,119,130,146],"(DERM),":[76],"which":[77],"outlines":[78],"important":[80],"building-blocks":[81],"handling":[83],"along":[85],"lifecycle.":[88],"For":[89],"creation":[91],"model,":[94],"conducted":[96],"systematic":[98],"literature":[99],"review":[100],"on":[101],"lifecycles":[103],"find":[105],"commonalities":[106],"models":[109],"derive":[111],"abstract":[113],"meta-model.":[114],"We":[115],"successfully":[116],"validated":[117],"our":[118],"by":[120],"matching":[121],"it":[122],"with":[123],"established":[124],"topics.":[127],"Using":[128],"derived":[131],"six":[132],"research":[133],"need":[136],"further":[137],"attention":[138],"establishing":[140],"practically-grounded":[142],"process.":[144],"Our":[145],"will":[147],"furthermore":[148],"contribute":[149],"more":[152],"profound":[153],"process":[155],"within":[156],"organizations":[157],"create":[159],"common":[161],"ground":[162],"communication.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
