{"id":"https://openalex.org/W2944396008","doi":"https://doi.org/10.1007/s10472-019-09630-0","title":"Competing hypotheses and abductive inference","display_name":"Competing hypotheses and abductive inference","publication_year":2019,"publication_date":"2019-05-06","ids":{"openalex":"https://openalex.org/W2944396008","doi":"https://doi.org/10.1007/s10472-019-09630-0","mag":"2944396008"},"language":"en","primary_location":{"id":"doi:10.1007/s10472-019-09630-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10472-019-09630-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10472-019-09630-0.pdf","source":{"id":"https://openalex.org/S90199469","display_name":"Annals of Mathematics and Artificial Intelligence","issn_l":"1012-2443","issn":["1012-2443","1573-7470"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Mathematics and Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10472-019-09630-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049575496","display_name":"David H. Glass","orcid":"https://orcid.org/0000-0002-6180-696X"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"David H. Glass","raw_affiliation_strings":["School of Computing, Ulster University, Newtownabbey, Co. Antrim, BT37 0QB, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Newtownabbey, Co. Antrim, BT37 0QB, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049575496"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":8.2189,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97478897,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"89","issue":"1-2","first_page":"161","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10778","display_name":"Philosophy and History of Science","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10778","display_name":"Philosophy and History of Science","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9955000281333923,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9470999836921692,"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/inference","display_name":"Inference","score":0.7601678371429443},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.6969732046127319},{"id":"https://openalex.org/keywords/abductive-reasoning","display_name":"Abductive reasoning","score":0.6704144477844238},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.45095646381378174},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.4491819143295288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35123372077941895},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33201467990875244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3254275918006897},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2795424163341522},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17170828580856323},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09225580096244812},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09075653553009033}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7601678371429443},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.6969732046127319},{"id":"https://openalex.org/C166088908","wikidata":"https://www.wikidata.org/wiki/Q308495","display_name":"Abductive reasoning","level":2,"score":0.6704144477844238},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.45095646381378174},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.4491819143295288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35123372077941895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33201467990875244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3254275918006897},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2795424163341522},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17170828580856323},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09225580096244812},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09075653553009033}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10472-019-09630-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10472-019-09630-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10472-019-09630-0.pdf","source":{"id":"https://openalex.org/S90199469","display_name":"Annals of Mathematics and Artificial Intelligence","issn_l":"1012-2443","issn":["1012-2443","1573-7470"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Mathematics and Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/47f1641c-5901-42f1-aba6-ef113f9e6716","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/47f1641c-5901-42f1-aba6-ef113f9e6716","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Glass, D H 2019, 'Competing hypotheses and abductive inference', Annals of Mathematics and Artificial Intelligence, vol. 89, pp. 161-178. https://doi.org/10.1007/s10472-019-09630-0","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/47f1641c-5901-42f1-aba6-ef113f9e6716","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/competing-hypotheses-and-abductive-inference","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Glass, D H 2019, 'Competing hypotheses and abductive inference', Annals of Mathematics and Artificial Intelligence, vol. 89, pp. 161-178. https://doi.org/10.1007/s10472-019-09630-0","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10472-019-09630-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10472-019-09630-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10472-019-09630-0.pdf","source":{"id":"https://openalex.org/S90199469","display_name":"Annals of Mathematics and Artificial Intelligence","issn_l":"1012-2443","issn":["1012-2443","1573-7470"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Mathematics and Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2597485222","display_name":null,"funder_award_id":"61115","funder_id":"https://openalex.org/F4320306193","funder_display_name":"John Templeton Foundation"}],"funders":[{"id":"https://openalex.org/F4320306193","display_name":"John Templeton Foundation","ror":"https://ror.org/035tnyy05"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944396008.pdf","grobid_xml":"https://content.openalex.org/works/W2944396008.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W94083531","https://openalex.org/W143709192","https://openalex.org/W1480617369","https://openalex.org/W1509180139","https://openalex.org/W1546644035","https://openalex.org/W1563950057","https://openalex.org/W1567082073","https://openalex.org/W1571196848","https://openalex.org/W1773421521","https://openalex.org/W1966637657","https://openalex.org/W1987005090","https://openalex.org/W2022583135","https://openalex.org/W2081480835","https://openalex.org/W2084943080","https://openalex.org/W2087334523","https://openalex.org/W2090761873","https://openalex.org/W2095774257","https://openalex.org/W2101968469","https://openalex.org/W2105258414","https://openalex.org/W2110715012","https://openalex.org/W2118045142","https://openalex.org/W2129639577","https://openalex.org/W2148146935","https://openalex.org/W2155911447","https://openalex.org/W2312052668","https://openalex.org/W2546408443","https://openalex.org/W2735101970","https://openalex.org/W2892063245","https://openalex.org/W4242534497","https://openalex.org/W4250143236","https://openalex.org/W4253133923"],"related_works":["https://openalex.org/W137830373","https://openalex.org/W2125255059","https://openalex.org/W2057339968","https://openalex.org/W207592726","https://openalex.org/W3000984192","https://openalex.org/W104174606","https://openalex.org/W4200042033","https://openalex.org/W2512452489","https://openalex.org/W4286952477","https://openalex.org/W4321348134"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"explores":[3],"the":[4,11,27,31,34,42,46,74,89],"nature":[5,28],"of":[6,13,26,29,33,86,99],"competition":[7,87],"between":[8,36,88],"hypotheses":[9,59],"and":[10,38],"effect":[12],"failing":[14],"to":[15,105],"model":[16],"this":[17],"relationship":[18],"correctly":[19],"when":[20],"performing":[21],"abductive":[22],"inference.":[23],"In":[24],"terms":[25],"competition,":[30],"importance":[32],"interplay":[35],"direct":[37],"indirect":[39],"pathways,":[40],"where":[41],"latter":[43],"depends":[44],"on":[45],"evidence":[47],"under":[48],"consideration,":[49],"is":[50,80,102],"investigated.":[51],"Experimental":[52],"results":[53],"show":[54],"that":[55,71,110],"models":[56,101],"which":[57],"treat":[58],"as":[60],"mutually":[61],"exclusive":[62],"or":[63],"independent":[64],"perform":[65],"well":[66,112],"in":[67,93],"an":[68],"abduction":[69],"problem":[70],"requires":[72],"identifying":[73],"most":[75],"probable":[76],"hypothesis,":[77],"provided":[78],"there":[79],"at":[81],"least":[82],"some":[83],"positive":[84],"degree":[85],"hypotheses.":[90],"However,":[91],"even":[92],"such":[94],"cases":[95],"a":[96,107],"significant":[97],"limitation":[98],"these":[100],"their":[103],"inability":[104],"identify":[106],"second":[108],"hypothesis":[109],"may":[111],"also":[113],"be":[114],"true.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}