{"id":"https://openalex.org/W2965957874","doi":"https://doi.org/10.1007/978-3-030-65384-2_3","title":"Making Neural Networks FAIR","display_name":"Making Neural Networks FAIR","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2965957874","doi":"https://doi.org/10.1007/978-3-030-65384-2_3","mag":"2965957874"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-65384-2_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-65384-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-030-65384-2_3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029046677","display_name":"Anna Nguyen","orcid":"https://orcid.org/0000-0001-9004-2092"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Anna Nguyen","raw_affiliation_strings":["Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","Karlsruhe Institute of Technology (KIT), Karlsruhe (Germany)"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe (Germany)","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049187024","display_name":"Tobias Weller","orcid":"https://orcid.org/0000-0002-4801-6381"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Weller","raw_affiliation_strings":["Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","Karlsruhe Institute of Technology (KIT), Karlsruhe (Germany)"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe (Germany)","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031600582","display_name":"Michael F\u00e4rber","orcid":"https://orcid.org/0000-0001-5458-8645"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael F\u00e4rber","raw_affiliation_strings":["Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","Karlsruhe Institute of Technology (KIT), Karlsruhe (Germany)"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe (Germany)","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013736713","display_name":"York Sure-Vetter","orcid":"https://orcid.org/0000-0002-4522-1099"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"York Sure-Vetter","raw_affiliation_strings":["National Research Data Infrastructure (NFDI), Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"National Research Data Infrastructure (NFDI), Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029046677"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":0.2747,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49330684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9968000054359436,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.805282473564148},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7955150604248047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7677160501480103},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.6634466648101807},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.559225857257843},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5041276216506958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49729087948799133},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4658172130584717},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.4603322446346283},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39728856086730957},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3487023115158081},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3399384617805481},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22118371725082397},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.09824809432029724},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08143648505210876}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.805282473564148},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7955150604248047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7677160501480103},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6634466648101807},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.559225857257843},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5041276216506958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49729087948799133},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4658172130584717},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.4603322446346283},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39728856086730957},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3487023115158081},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3399384617805481},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22118371725082397},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.09824809432029724},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08143648505210876},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-65384-2_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-65384-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000128877","is_oa":false,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000128877","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 1865-0929, 1865-0937","raw_type":"doc-type:conferenceObject"},{"id":"pmh:oai:arXiv.org:1907.11569","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.11569","pdf_url":"https://arxiv.org/pdf/1907.11569","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.1907.11569","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.11569","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5445/ir/1000128877","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000128877","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":[],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2965957874","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1007/978-3-030-65384-2_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-65384-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W224398829","https://openalex.org/W1727290854","https://openalex.org/W1972386298","https://openalex.org/W2027747134","https://openalex.org/W2151968358","https://openalex.org/W2261812172","https://openalex.org/W2302501749","https://openalex.org/W2767591199","https://openalex.org/W2804978390","https://openalex.org/W2897042519","https://openalex.org/W2911501529","https://openalex.org/W2945623882","https://openalex.org/W2950275995","https://openalex.org/W2953199897","https://openalex.org/W2960859968","https://openalex.org/W2964212578","https://openalex.org/W2966349618","https://openalex.org/W2978555463","https://openalex.org/W2980941512","https://openalex.org/W2981120761","https://openalex.org/W2991429807","https://openalex.org/W3008083858","https://openalex.org/W3099726771","https://openalex.org/W3100279624","https://openalex.org/W3100346509"],"related_works":["https://openalex.org/W3121771330","https://openalex.org/W2186989708","https://openalex.org/W2103742613","https://openalex.org/W3127909410","https://openalex.org/W3128761645","https://openalex.org/W3045372560","https://openalex.org/W1523184569","https://openalex.org/W2559830960","https://openalex.org/W3114883111","https://openalex.org/W2034371730","https://openalex.org/W3124313466","https://openalex.org/W2907717662","https://openalex.org/W3109541805","https://openalex.org/W3099478041","https://openalex.org/W2898958702","https://openalex.org/W2523431972","https://openalex.org/W2887379502","https://openalex.org/W1988829734","https://openalex.org/W754623819","https://openalex.org/W2759442466"],"abstract_inverted_index":{"Research":[0],"on":[1,86,114],"neural":[2,37,41,55,65,84,109,136],"networks":[3,42,85,110,137],"has":[4,30],"gained":[5],"significant":[6],"momentum":[7],"over":[8,107],"the":[9,54,75,94,121],"past":[10],"few":[11],"years.":[12],"Because":[13],"training":[14,20],"is":[15],"a":[16,32,87,90,124],"resource-intensive":[17],"process":[18],"and":[19,71,100],"data":[21,139],"cannot":[22],"always":[23],"be":[24,131],"made":[25],"available":[26],"to":[27,34,62,74,82,120,130,138],"everyone,":[28],"there":[29],"been":[31],"trend":[33],"reuse":[35],"pre-trained":[36],"networks.":[38],"As":[39],"such,":[40],"themselves":[43],"have":[44,105],"become":[45],"research":[46],"data.":[47],"In":[48],"this":[49,115],"paper,":[50],"we":[51,104,118],"first":[52],"present":[53],"network":[56,66,98],"ontology":[57,61,79],"FAIRnets":[58],"Ontology,":[59],"an":[60],"make":[63],"existing":[64],"models":[67],"findable,":[68],"accessible,":[69],"interoperable,":[70],"reusable":[72],"according":[73],"FAIR":[76],"principles.":[77],"Our":[78],"allows":[80],"us":[81],"model":[83],"meta-level":[88],"in":[89],"structured":[91],"way,":[92],"including":[93],"representation":[95],"of":[96],"all":[97],"layers":[99],"their":[101],"characteristics.":[102],"Secondly,":[103],"modeled":[106],"18,400":[108],"from":[111],"GitHub":[112],"based":[113],"ontology,":[116],"which":[117],"provide":[119],"public":[122],"as":[123],"knowledge":[125],"graph":[126],"called":[127],"FAIRnets,":[128],"ready":[129],"used":[132],"for":[133],"recommending":[134],"suitable":[135],"scientists.":[140]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
