{"id":"https://openalex.org/W4315781800","doi":"https://doi.org/10.1515/auto-2022-0107","title":"A concept for providing and utilizing metadata in data analytics applications","display_name":"A concept for providing and utilizing metadata in data analytics applications","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4315781800","doi":"https://doi.org/10.1515/auto-2022-0107"},"language":"en","primary_location":{"id":"doi:10.1515/auto-2022-0107","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1515/auto-2022-0107","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"},"type":"article","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/A5107865452","display_name":"Wan Li","orcid":"https://orcid.org/0000-0002-5908-0223"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Wan Li","raw_affiliation_strings":["Chair of Information and Automation Systems for Process and Material Technology , RWTH Aachen University , Turmstr. 46, 52064 Aachen , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Information and Automation Systems for Process and Material Technology , RWTH Aachen University , Turmstr. 46, 52064 Aachen , Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060799611","display_name":"Tobias Kleinert","orcid":"https://orcid.org/0000-0001-7441-4431"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Kleinert","raw_affiliation_strings":["Chair of Information and Automation Systems for Process and Material Technology , RWTH Aachen University , Turmstr. 46, 52064 Aachen , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Information and Automation Systems for Process and Material Technology , RWTH Aachen University , Turmstr. 46, 52064 Aachen , Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5107865452"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.2398,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5282891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"71","issue":"1","first_page":"44","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"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":0.9990000128746033,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/metadata","display_name":"Metadata","score":0.9452836513519287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7602237462997437},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6396498680114746},{"id":"https://openalex.org/keywords/metadata-repository","display_name":"Metadata repository","score":0.6372473239898682},{"id":"https://openalex.org/keywords/data-element","display_name":"Data element","score":0.584905743598938},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5712182521820068},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5636976957321167},{"id":"https://openalex.org/keywords/metadata-modeling","display_name":"Metadata modeling","score":0.531303882598877},{"id":"https://openalex.org/keywords/meta-data-services","display_name":"Meta Data Services","score":0.523593544960022},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44067493081092834},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43036922812461853},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.42909687757492065},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36606332659721375},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36400163173675537},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2502617835998535},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1556205451488495},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13345777988433838}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.9452836513519287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7602237462997437},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6396498680114746},{"id":"https://openalex.org/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.6372473239898682},{"id":"https://openalex.org/C30872290","wikidata":"https://www.wikidata.org/wiki/Q1172389","display_name":"Data element","level":3,"score":0.584905743598938},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5712182521820068},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5636976957321167},{"id":"https://openalex.org/C110326360","wikidata":"https://www.wikidata.org/wiki/Q17149476","display_name":"Metadata modeling","level":4,"score":0.531303882598877},{"id":"https://openalex.org/C136976847","wikidata":"https://www.wikidata.org/wiki/Q6822297","display_name":"Meta Data Services","level":4,"score":0.523593544960022},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44067493081092834},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43036922812461853},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.42909687757492065},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36606332659721375},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36400163173675537},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2502617835998535},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1556205451488495},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13345777988433838},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/auto-2022-0107","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1515/auto-2022-0107","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6800000071525574,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1626176781","https://openalex.org/W2216189112","https://openalex.org/W2297803946","https://openalex.org/W2505553280","https://openalex.org/W2566712162","https://openalex.org/W2767992112","https://openalex.org/W2908077699","https://openalex.org/W2909760525","https://openalex.org/W2915877178","https://openalex.org/W3022369550","https://openalex.org/W3023737324","https://openalex.org/W3035468365","https://openalex.org/W4211208325","https://openalex.org/W4239441346","https://openalex.org/W4285506925","https://openalex.org/W6732710093","https://openalex.org/W6907348687"],"related_works":["https://openalex.org/W3084772717","https://openalex.org/W2367786714","https://openalex.org/W2374379029","https://openalex.org/W2981561176","https://openalex.org/W92613187","https://openalex.org/W2018424284","https://openalex.org/W3199469221","https://openalex.org/W2380261968","https://openalex.org/W2907247951","https://openalex.org/W1729161438"],"abstract_inverted_index":{"Abstract":[0],"Providing":[1],"data":[2,4,35,50,86,109],"for":[3,71,102,130],"analysis":[5],"projects":[6],"is":[7,29,60,66,90,123],"one":[8,67],"core":[9],"task":[10],"of":[11,24,34,49,55],"automation":[12,78],"technology,":[13],"however,":[14],"it":[15,107],"still":[16,91],"has":[17],"to":[18,30],"be":[19],"done":[20],"with":[21,88,115],"a":[22,52,93,99],"lot":[23],"manual":[25],"effort.":[26],"One":[27],"challenge":[28],"keep":[31],"the":[32,56,119,127],"meaning":[33],"remain":[36],"interpretable":[37,64],"within":[38],"or":[39],"across":[40],"multiple":[41],"software":[42],"environments":[43],"so":[44],"that":[45,62],"provider":[46],"and":[47,79,84,105],"user":[48],"share":[51],"common":[53,94],"understanding":[54],"transferred":[57],"data.":[58,132],"It":[59],"acknowledged":[61],"machine":[63],"metadata":[65,89,104,129],"crucial":[68],"building":[69],"block":[70],"reaching":[72],"this":[73],"goal.":[74],"However,":[75],"in":[76,108,118],"industrial":[77],"information":[80],"systems":[81],"today,":[82],"exporting":[83],"utilizing":[85,106],"coupled":[87],"not":[92],"practice.":[95],"Therefore,":[96],"we":[97],"propose":[98],"general":[100],"concept":[101,122],"extracting":[103],"analytics":[110],"applications,":[111],"which":[112],"may":[113],"help":[114],"system":[116],"design":[117],"future.":[120],"The":[121],"prototypically":[124],"implemented":[125],"regarding":[126],"structural":[128],"tabular":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}