{"id":"https://openalex.org/W3184279163","doi":"https://doi.org/10.1007/978-3-030-93736-2_42","title":"Desiderata for Explainable AI in Statistical Production Systems of the European Central Bank","display_name":"Desiderata for Explainable AI in Statistical Production Systems of the European Central Bank","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3184279163","doi":"https://doi.org/10.1007/978-3-030-93736-2_42","mag":"3184279163"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93736-2_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_42","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5081346113","display_name":"Carlos Mougan Navarro","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Carlos Mougan Navarro","raw_affiliation_strings":["University of Southampton, Southampton, UK"],"affiliations":[{"raw_affiliation_string":"University of Southampton, Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035369322","display_name":"Georgios Kanellos","orcid":"https://orcid.org/0000-0002-2467-4523"},"institutions":[{"id":"https://openalex.org/I153515283","display_name":"European Central Bank","ror":"https://ror.org/00ajckn66","country_code":"DE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I153515283"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georgios Kanellos","raw_affiliation_strings":["European Central Bank, Directorate General Statistics, Frankfurt, Germany"],"affiliations":[{"raw_affiliation_string":"European Central Bank, Directorate General Statistics, Frankfurt, Germany","institution_ids":["https://openalex.org/I153515283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007509091","display_name":"Thomas Gottron","orcid":null},"institutions":[{"id":"https://openalex.org/I153515283","display_name":"European Central Bank","ror":"https://ror.org/00ajckn66","country_code":"DE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I153515283"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Gottron","raw_affiliation_strings":["European Central Bank, Directorate General Statistics, Frankfurt, Germany"],"affiliations":[{"raw_affiliation_string":"European Central Bank, Directorate General Statistics, Frankfurt, Germany","institution_ids":["https://openalex.org/I153515283"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081346113"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":1.0755,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78302906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"575","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9995999932289124,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9995999932289124,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9581999778747559,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9485999941825867,"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/outlier","display_name":"Outlier","score":0.734092116355896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6512463092803955},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6241167783737183},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5558972358703613},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5378185510635376},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4965284466743469},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4622926414012909},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44832557439804077},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4317891597747803},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42110005021095276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27435117959976196},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13225001096725464},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08087250590324402},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.07262682914733887}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.734092116355896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6512463092803955},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6241167783737183},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5558972358703613},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5378185510635376},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4965284466743469},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4622926414012909},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44832557439804077},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4317891597747803},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42110005021095276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27435117959976196},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13225001096725464},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08087250590324402},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.07262682914733887},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-93736-2_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_42","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.soton.ac.uk:457005","is_oa":false,"landing_page_url":"http://doi.org/10.1007/978-3-030-93736-2_42>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1678356000","https://openalex.org/W2056132907","https://openalex.org/W2101234009","https://openalex.org/W2106100548","https://openalex.org/W2129018774","https://openalex.org/W2162651021","https://openalex.org/W2282821441","https://openalex.org/W2420245003","https://openalex.org/W2594475271","https://openalex.org/W2766279925","https://openalex.org/W2774522520","https://openalex.org/W2787894218","https://openalex.org/W2788403449","https://openalex.org/W2803532212","https://openalex.org/W2891340972","https://openalex.org/W2891503716","https://openalex.org/W2898227265","https://openalex.org/W2898694742","https://openalex.org/W2901271864","https://openalex.org/W2921243078","https://openalex.org/W2944675392","https://openalex.org/W2945295328","https://openalex.org/W2945976633","https://openalex.org/W2951501516","https://openalex.org/W2962772482","https://openalex.org/W2962790223","https://openalex.org/W2962862931","https://openalex.org/W2963847595","https://openalex.org/W2964022491","https://openalex.org/W2981731882","https://openalex.org/W3013149459","https://openalex.org/W3081997418","https://openalex.org/W3082166395","https://openalex.org/W3089162373","https://openalex.org/W3091052082","https://openalex.org/W3096580368","https://openalex.org/W3101038122","https://openalex.org/W3104149808","https://openalex.org/W3106535229","https://openalex.org/W3125203539","https://openalex.org/W3134080822","https://openalex.org/W3135487809","https://openalex.org/W3138819813","https://openalex.org/W3174752098","https://openalex.org/W4285557244","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W2580722822","https://openalex.org/W2772305933","https://openalex.org/W1486338765","https://openalex.org/W4387454008"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-08-02T00:00:00"}
