{"id":"https://openalex.org/W4312300824","doi":"https://doi.org/10.1109/etfa52439.2022.9921637","title":"Automated generation of Asset Administration Shell: a transfer learning approach with neural language model and semantic fingerprints","display_name":"Automated generation of Asset Administration Shell: a transfer learning approach with neural language model and semantic fingerprints","publication_year":2022,"publication_date":"2022-09-06","ids":{"openalex":"https://openalex.org/W4312300824","doi":"https://doi.org/10.1109/etfa52439.2022.9921637"},"language":"en","primary_location":{"id":"doi:10.1109/etfa52439.2022.9921637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa52439.2022.9921637","pdf_url":null,"source":{"id":"https://openalex.org/S4363607916","display_name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 27th 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/A5102771100","display_name":"Yuchen Xia","orcid":"https://orcid.org/0009-0009-6777-2404"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yuchen Xia","raw_affiliation_strings":["GSaME University of Stuttgart,Institute of Industrial Automation and Software Engineering,Stuttgart,Germany","Institute of Industrial Automation and Software Engineering, GSaME University of Stuttgart, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"GSaME University of Stuttgart,Institute of Industrial Automation and Software Engineering,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, GSaME University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042926074","display_name":"Nasser Jazdi","orcid":"https://orcid.org/0000-0001-6722-0911"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nasser Jazdi","raw_affiliation_strings":["University of Stuttgart,Institute of Industrial Automation and Software Engineering,Stuttgart,Germany","Institute of Industrial Automation and Software Engineering, University of Stuttgart, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart,Institute of Industrial Automation and Software Engineering,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072168528","display_name":"Michael Weyrich","orcid":"https://orcid.org/0000-0003-3176-9288"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Weyrich","raw_affiliation_strings":["University of Stuttgart,Institute of Industrial Automation and Software Engineering,Stuttgart,Germany","Institute of Industrial Automation and Software Engineering, University of Stuttgart, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart,Institute of Industrial Automation and Software Engineering,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102771100"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":4.5078,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96163152,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9466000199317932,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9466000199317932,"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/T11719","display_name":"Data Quality and Management","score":0.9337999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7748336791992188},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5665584206581116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5406616926193237},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.5374866724014282},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5260714888572693},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49780893325805664},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.45546919107437134},{"id":"https://openalex.org/keywords/semantic-interoperability","display_name":"Semantic interoperability","score":0.4547431468963623},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4533700942993164},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.4436446726322174},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4277116060256958},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.42718154191970825},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.4209652245044708},{"id":"https://openalex.org/keywords/data-mapping","display_name":"Data mapping","score":0.41570383310317993},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.357458233833313},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.3032081127166748},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.27329474687576294},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.20607075095176697},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1812341809272766},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14511829614639282},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12590083479881287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7748336791992188},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5665584206581116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5406616926193237},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.5374866724014282},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5260714888572693},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49780893325805664},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.45546919107437134},{"id":"https://openalex.org/C192800085","wikidata":"https://www.wikidata.org/wiki/Q5258530","display_name":"Semantic interoperability","level":3,"score":0.4547431468963623},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4533700942993164},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.4436446726322174},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4277116060256958},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.42718154191970825},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.4209652245044708},{"id":"https://openalex.org/C137314826","wikidata":"https://www.wikidata.org/wiki/Q2330408","display_name":"Data mapping","level":2,"score":0.41570383310317993},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.357458233833313},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.3032081127166748},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.27329474687576294},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.20607075095176697},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1812341809272766},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14511829614639282},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12590083479881287},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa52439.2022.9921637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa52439.2022.9921637","pdf_url":null,"source":{"id":"https://openalex.org/S4363607916","display_name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2348093825","https://openalex.org/W2390710026","https://openalex.org/W2364425891","https://openalex.org/W2347601812","https://openalex.org/W3022239989","https://openalex.org/W3015205082","https://openalex.org/W1505247071","https://openalex.org/W2364409751","https://openalex.org/W4211040133","https://openalex.org/W2181836431"],"abstract_inverted_index":{"The":[0,97],"Asset":[1],"Administration":[2],"Shell":[3],"(AAS)":[4],"is":[5,79,101,123,158],"a":[6,49,54,66,93,105,111,119],"standardized":[7,55,94],"data":[8,12,37,60,68,85,120,132],"container":[9],"for":[10,127],"sharing":[11],"in":[13,124],"the":[14,40,59,84,129,141,145,162],"context":[15],"of":[16,42,151],"Industry":[17],"4.0.":[18],"It":[19],"allows":[20],"different":[21],"participants":[22],"or":[23],"systems":[24],"to":[25,53,81,103,160,164],"communicate":[26],"their":[27],"information":[28,51,90],"based":[29,71],"on":[30,72,148],"shared":[31],"meaning.":[32,137],"Today,":[33],"however,":[34],"AAS":[35,56,95,152,166],"makes":[36],"interoperable":[38],"at":[39],"cost":[41],"extra":[43],"development":[44],"effort.":[45],"Developers":[46],"must":[47],"map":[48,83],"proprietary":[50],"model":[52,57,78,91],"during":[58],"transformation.":[61],"In":[62],"this":[63,139],"work-in-process":[64],"paper,":[65],"novel":[67],"transformation":[69],"method":[70],"transfer":[73],"learning":[74],"with":[75,134,154,167],"neural":[76,112],"language":[77],"proposed":[80,142],"automatically":[82],"properties":[86,133],"from":[87],"an":[88],"arbitrary":[89],"into":[92],"model.":[96],"term":[98],"\"semantic":[99],"fingerprint\"":[100],"used":[102,126],"characterize":[104],"pivot":[106],"intermediate":[107],"vector":[108],"generated":[109],"by":[110],"network,":[113],"containing":[114],"latent":[115],"conceptual":[116,136],"meaning":[117],"about":[118],"property,":[121],"which":[122],"turn":[125],"generating":[128],"mappings":[130],"between":[131],"similar":[135],"By":[138],"means,":[140],"approach":[143],"fills":[144],"research":[146],"gap":[147],"automated":[149],"generation":[150],"models":[153],"semantic":[155],"analysis":[156],"and":[157],"able":[159],"lower":[161],"barrier":[163],"adopting":[165],"tool":[168],"support.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}