{"id":"https://openalex.org/W3092146637","doi":"https://doi.org/10.1109/etfa46521.2020.9211933","title":"Automating the Development of Machine Skills and their Semantic Description","display_name":"Automating the Development of Machine Skills and their Semantic Description","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3092146637","doi":"https://doi.org/10.1109/etfa46521.2020.9211933","mag":"3092146637"},"language":"en","primary_location":{"id":"doi:10.1109/etfa46521.2020.9211933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa46521.2020.9211933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-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/A5063013303","display_name":"Aljosha K\u00f6cher","orcid":"https://orcid.org/0000-0002-7228-8387"},"institutions":[{"id":"https://openalex.org/I190134885","display_name":"Helmut Schmidt University","ror":"https://ror.org/04e8jbs38","country_code":"DE","type":"education","lineage":["https://openalex.org/I190134885"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Aljosha Kocher","raw_affiliation_strings":["Institute of Automation, Helmut Schmidt University, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Helmut Schmidt University, Hamburg, Germany","institution_ids":["https://openalex.org/I190134885"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035649025","display_name":"Constantin Hildebrandt","orcid":"https://orcid.org/0000-0003-3862-9018"},"institutions":[{"id":"https://openalex.org/I190134885","display_name":"Helmut Schmidt University","ror":"https://ror.org/04e8jbs38","country_code":"DE","type":"education","lineage":["https://openalex.org/I190134885"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Constantin Hildebrandt","raw_affiliation_strings":["Institute of Automation, Helmut Schmidt University, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Helmut Schmidt University, Hamburg, Germany","institution_ids":["https://openalex.org/I190134885"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015182628","display_name":"Birte Caesar","orcid":"https://orcid.org/0000-0001-7772-7337"},"institutions":[{"id":"https://openalex.org/I190134885","display_name":"Helmut Schmidt University","ror":"https://ror.org/04e8jbs38","country_code":"DE","type":"education","lineage":["https://openalex.org/I190134885"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Birte Caesar","raw_affiliation_strings":["Institute of Automation, Helmut Schmidt University, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Helmut Schmidt University, Hamburg, Germany","institution_ids":["https://openalex.org/I190134885"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060933929","display_name":"Jupiter Bakakeu","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jupiter Bakakeu","raw_affiliation_strings":["Digital Industries, Factory Automation Technology and Innovation & Platforms, Siemens AG, Nuremberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Industries, Factory Automation Technology and Innovation & Platforms, Siemens AG, Nuremberg, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108247803","display_name":"J. Peschke","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorn Peschke","raw_affiliation_strings":["Digital Industries, Factory Automation Technology and Innovation & Platforms, Siemens AG, Nuremberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Industries, Factory Automation Technology and Innovation & Platforms, Siemens AG, Nuremberg, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103267262","display_name":"Andr\u00e9 Scholz","orcid":"https://orcid.org/0000-0002-1768-1602"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andre Scholz","raw_affiliation_strings":["Digital Industries, Factory Automation Technology and Innovation & Platforms, Siemens AG, Nuremberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Industries, Factory Automation Technology and Innovation & Platforms, Siemens AG, Nuremberg, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016841027","display_name":"Alexander Fay","orcid":"https://orcid.org/0000-0002-1922-654X"},"institutions":[{"id":"https://openalex.org/I190134885","display_name":"Helmut Schmidt University","ror":"https://ror.org/04e8jbs38","country_code":"DE","type":"education","lineage":["https://openalex.org/I190134885"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Fay","raw_affiliation_strings":["Institute of Automation, Helmut Schmidt University, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Helmut Schmidt University, Hamburg, Germany","institution_ids":["https://openalex.org/I190134885"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5063013303"],"corresponding_institution_ids":["https://openalex.org/I190134885"],"apc_list":null,"apc_paid":null,"fwci":3.9738,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94160676,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1013","last_page":"1018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9965999722480774,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9944000244140625,"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"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9925000071525574,"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/computer-science","display_name":"Computer science","score":0.8377714157104492},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.669173538684845},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6347748041152954},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5649211406707764},{"id":"https://openalex.org/keywords/ontology-engineering","display_name":"Ontology engineering","score":0.4514339566230774},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.45055320858955383},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4310232698917389},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34448134899139404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3341553807258606},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.21788665652275085},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.15349620580673218}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8377714157104492},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.669173538684845},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6347748041152954},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5649211406707764},{"id":"https://openalex.org/C2778820784","wikidata":"https://www.wikidata.org/wiki/Q1027508","display_name":"Ontology engineering","level":4,"score":0.4514339566230774},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.45055320858955383},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4310232698917389},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34448134899139404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3341553807258606},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.21788665652275085},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.15349620580673218},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa46521.2020.9211933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa46521.2020.9211933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1605533097","https://openalex.org/W1754959153","https://openalex.org/W1792593280","https://openalex.org/W2055095105","https://openalex.org/W2137079713","https://openalex.org/W2293153733","https://openalex.org/W2553984716","https://openalex.org/W2555299173","https://openalex.org/W2768435840","https://openalex.org/W2808485473","https://openalex.org/W2899167768","https://openalex.org/W2927320935","https://openalex.org/W2980776229","https://openalex.org/W3016172690","https://openalex.org/W3091816306","https://openalex.org/W3116382580","https://openalex.org/W6755955179","https://openalex.org/W6770052465"],"related_works":["https://openalex.org/W99134822","https://openalex.org/W1129276663","https://openalex.org/W2590480685","https://openalex.org/W3091964813","https://openalex.org/W1576659514","https://openalex.org/W1605751596","https://openalex.org/W2808432049","https://openalex.org/W4251889114","https://openalex.org/W2783726421","https://openalex.org/W2490467340"],"abstract_inverted_index":{"In":[0,48,101],"order":[1,102],"to":[2,20,37,56,61,103,146,162],"approach":[3],"the":[4,66,71,152],"vision":[5],"of":[6,25,68,73,130],"quickly":[7],"integrating":[8],"new":[9],"machines":[10,18],"and":[11,27,82,142,168],"their":[12,28],"functionalities":[13,109],"into":[14],"a":[15,22,32,58,86,116,144,160],"production":[16,46],"plant,":[17],"have":[19,54],"provide":[21],"machine-readable":[23],"description":[24,77],"themselves":[26,167],"functionalities.":[29],"With":[30],"such":[31,63,74],"description,":[33],"it":[34],"becomes":[35],"possible":[36],"find":[38],"required":[39],"functions,":[40],"check":[41],"compatibility":[42],"and,":[43],"finally,":[44],"execute":[45],"processes.":[47],"recent":[49],"years,":[50],"semantic":[51,98],"web":[52,99],"technologies":[53],"proven":[55],"be":[57,94],"promising":[59],"enabler":[60],"realize":[62],"descriptions":[64],"in":[65,97,106,134,138,159],"form":[67],"ontologies.":[69],"But":[70],"creation":[72],"an":[75,79,95],"ontological":[76],"is":[78],"additional,":[80],"tedious":[81],"error-prone":[83],"task":[84],"for":[85],"machine":[87,108,155],"developer":[88],"who":[89],"might":[90],"most":[91],"likely":[92],"not":[93],"expert":[96],"technologies.":[100],"support":[104],"developers":[105,156],"implementing":[107],"as":[110],"semantically":[111],"described":[112],"skills,":[113],"we":[114],"developed":[115],"method":[117,127],"that":[118],"highly":[119],"automates":[120],"all":[121],"additional":[122,140,171],"ontology-related":[123],"tasks.":[124],"The":[125],"presented":[126],"makes":[128],"use":[129],"information":[131],"already":[132],"contained":[133],"engineering":[135],"artifacts,":[136],"helps":[137],"adding":[139],"information,":[141],"provides":[143],"framework":[145],"implement":[147],"skill":[148],"behavior.":[149],"By":[150],"using":[151],"proposed":[153],"method,":[154],"are":[157],"put":[158],"position":[161],"develop":[163],"formal":[164],"capability":[165],"models":[166],"with":[169],"little":[170],"effort.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
