{"id":"https://openalex.org/W3186370820","doi":"https://doi.org/10.1007/978-3-030-78642-7_77","title":"Preventing Discrepancies Between Indicated Algorithmic Certainty and Actual Performance: An Experimental Solution","display_name":"Preventing Discrepancies Between Indicated Algorithmic Certainty and Actual Performance: An Experimental Solution","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3186370820","doi":"https://doi.org/10.1007/978-3-030-78642-7_77","mag":"3186370820"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-78642-7_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-78642-7_77","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/A5034947375","display_name":"Johanna M. Werz","orcid":"https://orcid.org/0000-0001-8714-6990"},"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":"Johanna M. Werz","raw_affiliation_strings":["IMA, RWTH Aachen University, Dennewartstr. 27, 52068, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"IMA, RWTH Aachen University, Dennewartstr. 27, 52068, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051083869","display_name":"Konstantin Z\u00e4hl","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086356","display_name":"Institut f\u00fcr Unternehmenskybernetik","ror":"https://ror.org/001g2x261","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210086356"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Konstantin Z\u00e4hl","raw_affiliation_strings":["Institut f\u00fcr Unternehmenskybernetik E.V, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Unternehmenskybernetik E.V, Aachen, Germany","institution_ids":["https://openalex.org/I4210086356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024125040","display_name":"Esther Borowski","orcid":"https://orcid.org/0000-0001-9509-7842"},"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":"Esther Borowski","raw_affiliation_strings":["IMA, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"IMA, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086590874","display_name":"Ingrid Isenhardt","orcid":"https://orcid.org/0000-0002-5645-5341"},"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":"Ingrid Isenhardt","raw_affiliation_strings":["IMA, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"IMA, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034947375"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13670134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"573","last_page":"580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9886999726295471,"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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"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/certainty","display_name":"Certainty","score":0.9241502285003662},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.8016712069511414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7336656451225281},{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.5779883861541748},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5608643889427185},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.5088486671447754},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4814012050628662},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.43361255526542664},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.41522276401519775},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35691869258880615},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.29838013648986816},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2370154857635498},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19010096788406372}],"concepts":[{"id":"https://openalex.org/C7493553","wikidata":"https://www.wikidata.org/wiki/Q1520777","display_name":"Certainty","level":2,"score":0.9241502285003662},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.8016712069511414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336656451225281},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.5779883861541748},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5608643889427185},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.5088486671447754},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4814012050628662},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.43361255526542664},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.41522276401519775},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35691869258880615},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29838013648986816},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2370154857635498},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19010096788406372},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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":2,"locations":[{"id":"doi:10.1007/978-3-030-78642-7_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-78642-7_77","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:publications.rwth-aachen.de:822021","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/822021","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"HCI International 2021 - Posters : 23rd HCI International Conference, HCII 2021, Virtual Event, July 24\u201329, 2021, Proceedings, Part I<br/>23. HCI International Conference, HCII 2021, online, 2021-07-24 - 2021-07-29","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1990229920","https://openalex.org/W1992160928","https://openalex.org/W2040775239","https://openalex.org/W2148237550","https://openalex.org/W2158570360","https://openalex.org/W2168729696","https://openalex.org/W2600700815","https://openalex.org/W2800068874","https://openalex.org/W2883360892","https://openalex.org/W2913854599","https://openalex.org/W2942858056","https://openalex.org/W2961720344","https://openalex.org/W2981686111","https://openalex.org/W3041318438","https://openalex.org/W3125633690"],"related_works":["https://openalex.org/W2418227039","https://openalex.org/W2387971622","https://openalex.org/W2552404713","https://openalex.org/W2141935323","https://openalex.org/W1559214593","https://openalex.org/W2418299857","https://openalex.org/W2466655349","https://openalex.org/W2348150032","https://openalex.org/W2046270956","https://openalex.org/W2024983417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
