{"id":"https://openalex.org/W4413915412","doi":"https://doi.org/10.3233/faia250499","title":"Modelling Model Uncertainties Ontologically","display_name":"Modelling Model Uncertainties Ontologically","publication_year":2025,"publication_date":"2025-08-28","ids":{"openalex":"https://openalex.org/W4413915412","doi":"https://doi.org/10.3233/faia250499"},"language":"en","primary_location":{"id":"doi:10.3233/faia250499","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250499","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/faia250499","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084351725","display_name":"Mirjam Stappel","orcid":"https://orcid.org/0000-0003-3722-5564"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mirjam Stappel","raw_affiliation_strings":["University of Osnabr\u00fcck, Germany"],"affiliations":[{"raw_affiliation_string":"University of Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040001719","display_name":"Till Mossakowski","orcid":"https://orcid.org/0000-0002-8938-5204"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Till Mossakowski","raw_affiliation_strings":["University of Osnabr\u00fcck, Germany"],"affiliations":[{"raw_affiliation_string":"University of Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080272127","display_name":"Fabian Neuhaus","orcid":"https://orcid.org/0000-0002-1058-3102"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian Neuhaus","raw_affiliation_strings":["Otto-von-Guericke University Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034752185","display_name":"Sarah Berendes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147116","display_name":"Reiner Lemoine Institute","ror":"https://ror.org/03xvdbr49","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210147116"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sarah Berendes","raw_affiliation_strings":["Reiner Lemoine Institute, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Reiner Lemoine Institute, Berlin, Germany","institution_ids":["https://openalex.org/I4210147116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084351725"],"corresponding_institution_ids":["https://openalex.org/I170658231"],"apc_list":null,"apc_paid":null,"fwci":9.6887,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97991968,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.3702000081539154,"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":0.3702000081539154,"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/computer-science","display_name":"Computer science","score":0.42621082067489624},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.32625508308410645},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.3256985545158386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42621082067489624},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.32625508308410645},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.3256985545158386}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia250499","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250499","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia250499","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250499","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Complex":[0],"systems":[1,26],"are":[2],"full":[3],"of":[4,16,23,37,65],"unpredictable":[5],"and":[6,27,51,67,71,98,109],"uncertain":[7],"behaviours":[8],"that":[9],"depend":[10],"on":[11,102],"many":[12,91],"factors.":[13],"Various":[14],"fields":[15],"science":[17],"have":[18],"set":[19],"themselves":[20],"the":[21,35,60,63,76,103,120],"task":[22],"studying":[24],"these":[25],"predicting":[28],"their":[29],"behaviour":[30],"under":[31],"various":[32],"premises":[33],"with":[34],"help":[36],"computer":[38],"models.":[39],"Kwakkel":[40],"et":[41],"al.":[42],"[1]":[43],"published":[44],"an":[45,105,112,123],"uncertainty":[46,68],"matrix":[47],"to":[48,118],"systematically":[49],"record":[50],"communicate":[52],"uncertainties":[53,87,121],"about":[54],"systems.":[55],"This":[56],"paper":[57],"takes":[58],"up":[59],"matrix,":[61],"analyses":[62],"concepts":[64],"model":[66],"in":[69,75,88,114],"literature,":[70],"models":[72,89],"them":[73],"ontologically":[74],"Modelling":[77],"Uncertainties":[78],"Ontology":[79],"(MUNO),":[80],"a":[81,115],"BFO-based":[82],"mid-level":[83],"ontology":[84],"for":[85,90,122],"modelling":[86],"domains.":[92],"MUNO":[93],"is":[94,107],"evaluated":[95],"against":[96],"requirements":[97],"competency":[99],"questions.":[100],"Based":[101],"ontology,":[104],"RDF-shape":[106],"created":[108],"used":[110],"as":[111],"example":[113],"case":[116],"study":[117],"annotate":[119],"energy":[124],"system":[125],"model.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}