{"id":"https://openalex.org/W2897489823","doi":"https://doi.org/10.3233/aac-181002","title":"A formalisation and prototype implementation of argumentation for statistical model selection","display_name":"A formalisation and prototype implementation of argumentation for statistical model selection","publication_year":2018,"publication_date":"2018-10-16","ids":{"openalex":"https://openalex.org/W2897489823","doi":"https://doi.org/10.3233/aac-181002","mag":"2897489823"},"language":"en","primary_location":{"id":"doi:10.3233/aac-181002","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aac-181002","pdf_url":"https://content.iospress.com:443/download/argument-and-computation/aac181002?id=argument-and-computation%2Faac181002","source":{"id":"https://openalex.org/S16776775","display_name":"Argument & Computation","issn_l":"1946-2166","issn":["1946-2166","1946-2174"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Argument & Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://content.iospress.com:443/download/argument-and-computation/aac181002?id=argument-and-computation%2Faac181002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029882367","display_name":"Isabel Sassoon","orcid":"https://orcid.org/0000-0002-8685-1054"},"institutions":[{"id":"https://openalex.org/I164213776","display_name":"King's College - North Carolina","ror":"https://ror.org/022f44628","country_code":"US","type":"education","lineage":["https://openalex.org/I164213776"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Isabel Sassoon","raw_affiliation_strings":["Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0,\u00a0,\u00a0","Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0isabel.k.sassoon@kcl.ac.uk,\u00a0jeroen.keppens@kcl.ac.uk,\u00a0peter.mcburney@kcl.ac.uk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0,\u00a0,\u00a0","institution_ids":["https://openalex.org/I164213776","https://openalex.org/I183935753","https://openalex.org/I4210119896"]},{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0isabel.k.sassoon@kcl.ac.uk,\u00a0jeroen.keppens@kcl.ac.uk,\u00a0peter.mcburney@kcl.ac.uk","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019096392","display_name":"Sebastian Zillessen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154738","display_name":"GEO Partner (Switzerland)","ror":"https://ror.org/04n3be660","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210154738"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sebastian Zillessen","raw_affiliation_strings":["Zuhlke Engineering AG, Zurich, Switzerland. E-mail:\u00a0","Zuhlke Engineering AG, Zurich, Switzerland. E-mail:\u00a0sebastian@zillessen.info"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zuhlke Engineering AG, Zurich, Switzerland. E-mail:\u00a0","institution_ids":["https://openalex.org/I4210154738"]},{"raw_affiliation_string":"Zuhlke Engineering AG, Zurich, Switzerland. E-mail:\u00a0sebastian@zillessen.info","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014605577","display_name":"Jeroen Keppens","orcid":"https://orcid.org/0000-0003-3858-7858"},"institutions":[{"id":"https://openalex.org/I164213776","display_name":"King's College - North Carolina","ror":"https://ror.org/022f44628","country_code":"US","type":"education","lineage":["https://openalex.org/I164213776"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Jeroen Keppens","raw_affiliation_strings":["Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0,\u00a0,\u00a0","Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0isabel.k.sassoon@kcl.ac.uk,\u00a0jeroen.keppens@kcl.ac.uk,\u00a0peter.mcburney@kcl.ac.uk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0,\u00a0,\u00a0","institution_ids":["https://openalex.org/I164213776","https://openalex.org/I183935753","https://openalex.org/I4210119896"]},{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0isabel.k.sassoon@kcl.ac.uk,\u00a0jeroen.keppens@kcl.ac.uk,\u00a0peter.mcburney@kcl.ac.uk","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075562557","display_name":"Peter McBurney","orcid":"https://orcid.org/0000-0001-5547-5239"},"institutions":[{"id":"https://openalex.org/I164213776","display_name":"King's College - North Carolina","ror":"https://ror.org/022f44628","country_code":"US","type":"education","lineage":["https://openalex.org/I164213776"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Peter McBurney","raw_affiliation_strings":["Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0,\u00a0,\u00a0","Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0isabel.k.sassoon@kcl.ac.uk,\u00a0jeroen.keppens@kcl.ac.uk,\u00a0peter.mcburney@kcl.ac.uk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0,\u00a0,\u00a0","institution_ids":["https://openalex.org/I164213776","https://openalex.org/I183935753","https://openalex.org/I4210119896"]},{"raw_affiliation_string":"Department of Informatics, King\u2019s College London, London, UK. E-mails:\u00a0isabel.k.sassoon@kcl.ac.uk,\u00a0jeroen.keppens@kcl.ac.uk,\u00a0peter.mcburney@kcl.ac.uk","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029882367"],"corresponding_institution_ids":["https://openalex.org/I164213776","https://openalex.org/I183935753","https://openalex.org/I4210119896"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.1847,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65193797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":"1","first_page":"83","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9993000030517578,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9993000030517578,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9980999827384949,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.8081986904144287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7060714960098267},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6669430732727051},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.35405391454696655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33936500549316406},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3343780040740967},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3332940340042114},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3233765661716461},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.22468313574790955},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09514209628105164},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09073260426521301},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06764107942581177}],"concepts":[{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.8081986904144287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7060714960098267},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6669430732727051},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.35405391454696655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33936500549316406},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3343780040740967},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3332940340042114},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3233765661716461},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.22468313574790955},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09514209628105164},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09073260426521301},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06764107942581177}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3233/aac-181002","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aac-181002","pdf_url":"https://content.iospress.com:443/download/argument-and-computation/aac181002?id=argument-and-computation%2Faac181002","source":{"id":"https://openalex.org/S16776775","display_name":"Argument & Computation","issn_l":"1946-2166","issn":["1946-2166","1946-2174"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Argument & Computation","raw_type":"journal-article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/73c286e9-1d9b-4ba8-bf25-0e78eda3e030","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/73c286e9-1d9b-4ba8-bf25-0e78eda3e030","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/103924143/A_formalisation_and_prototype_SASSOON_Published6December2018_GOLD_VoR_CC_BY_NC_.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sassoon, I, Zillessen, S, Keppens, J & McBurney, P 2018, 'A formalisation and prototype implementation of argumentation for statistical model selection', Argument & Computation, vol. 10, no. 1, pp. 83-103. https://doi.org/10.3233/AAC-181002","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/22421","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/22421","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:2473fa3241a549b082cb0415fe0eb694","is_oa":false,"landing_page_url":"https://doaj.org/article/2473fa3241a549b082cb0415fe0eb694","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Argument & Computation, Vol 10, Iss 1, Pp 83-103 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3233/aac-181002","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aac-181002","pdf_url":"https://content.iospress.com:443/download/argument-and-computation/aac181002?id=argument-and-computation%2Faac181002","source":{"id":"https://openalex.org/S16776775","display_name":"Argument & Computation","issn_l":"1946-2166","issn":["1946-2166","1946-2174"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Argument & Computation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2897489823.pdf","grobid_xml":"https://content.openalex.org/works/W2897489823.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W139750744","https://openalex.org/W186177514","https://openalex.org/W1581877634","https://openalex.org/W1950803081","https://openalex.org/W1966873207","https://openalex.org/W1979300931","https://openalex.org/W2014831623","https://openalex.org/W2018181006","https://openalex.org/W2021481177","https://openalex.org/W2068698008","https://openalex.org/W2089249982","https://openalex.org/W2091149590","https://openalex.org/W2104126268","https://openalex.org/W2108786367","https://openalex.org/W2116246756","https://openalex.org/W2135763245","https://openalex.org/W2148711316","https://openalex.org/W2171853123","https://openalex.org/W2249695816","https://openalex.org/W2415032104","https://openalex.org/W2521245439","https://openalex.org/W2614259771","https://openalex.org/W2798338883","https://openalex.org/W2913787061","https://openalex.org/W2951936974","https://openalex.org/W3121452939","https://openalex.org/W3147894994","https://openalex.org/W4293241248"],"related_works":["https://openalex.org/W4256185029","https://openalex.org/W2141332034","https://openalex.org/W2337488240","https://openalex.org/W2762454042","https://openalex.org/W4388437769","https://openalex.org/W2064153856","https://openalex.org/W52290235","https://openalex.org/W3007362904","https://openalex.org/W1598849238","https://openalex.org/W756293569"],"abstract_inverted_index":{"The":[0],"task":[1],"of":[2,17,47,77,83,111,119,133,142,151,161],"data":[3,22,44,106],"collection":[4],"is":[5],"becoming":[6],"routine":[7],"in":[8,14,45,70,91],"many":[9],"disciplines":[10],"and":[11,59,107,130,145],"this":[12,60],"results":[13],"increased":[15],"availability":[16],"data.":[18],"This":[19,72,154],"routinely":[20],"collected":[21],"provides":[23],"a":[24,30,117],"valuable":[25],"opportunity":[26],"for":[27,64,123,163],"analysis":[28,82,109],"with":[29,95],"view":[31],"to":[32,40,56,79,93,104,138],"support":[33,46,80,139],"evidence":[34],"based":[35,167],"decision":[36,48],"making.":[37],"In":[38],"order":[39,92],"confidently":[41],"leverage":[42],"the":[43,50,81,96,105,108,112,120,131,134,140,143,149,158,169],"making":[49],"most":[51],"appropriate":[52],"statistical":[53,124,164],"method":[54],"needs":[55],"be":[57,62],"selected,":[58],"can":[61],"difficult":[63],"an":[65,75],"end":[66,113],"user":[67],"not":[68],"trained":[69],"statistics.":[71],"paper":[73,155],"outlines":[74],"application":[76],"argumentation":[78,162],"clinical":[84],"data,":[85],"that":[86],"uses":[87],"Extended":[88],"Argumentation":[89],"Frameworks":[90],"reason":[94],"meta-level":[97,146],"arguments":[98,144,147],"derived":[99],"from":[100],"preference":[101],"contexts":[102],"relevant":[103],"objective":[110],"user.":[114],"We":[115],"outline":[116],"formalisation":[118],"argument":[121],"scheme":[122],"model":[125,165],"selection,":[126],"its":[127],"critical":[128],"questions":[129],"structure":[132],"knowledge":[135],"base":[136],"required":[137],"instantiation":[141],"through":[148],"use":[150],"Z":[152,170],"notation.":[153],"also":[156],"describes":[157],"prototype":[159],"implementation":[160],"selection":[166],"on":[168],"specification":[171],"outlined":[172],"herein.":[173]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}