{"id":"https://openalex.org/W1973144381","doi":"https://doi.org/10.1007/s11245-006-9005-5","title":"Abductive reasoning in neural-symbolic systems","display_name":"Abductive reasoning in neural-symbolic systems","publication_year":2007,"publication_date":"2007-03-01","ids":{"openalex":"https://openalex.org/W1973144381","doi":"https://doi.org/10.1007/s11245-006-9005-5","mag":"1973144381"},"language":"en","primary_location":{"id":"doi:10.1007/s11245-006-9005-5","doi":"https://doi.org/10.1007/s11245-006-9005-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11245-006-9005-5","pdf_url":null,"source":{"id":"https://openalex.org/S40710572","display_name":"Topoi","issn_l":"0167-7411","issn":["0167-7411","1572-8749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Topoi","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://openaccess.city.ac.uk/id/eprint/292/2/Abductive_Reasoning_in_Neural-symbolic_systems.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060005929","display_name":"Artur d\u2019Avila Garcez","orcid":"https://orcid.org/0000-0001-7375-9518","observed_orcids":["https://orcid.org/0000-0001-7375-9518","https://orcid.org/0000-0002-6060-0409"]},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142","https://openalex.org/I4401726869"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Artur S. d\u2019Avila Garcez","raw_affiliation_strings":["Department of Computing, City University London, London, UK","City Univ London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, City University London, London, UK","institution_ids":["https://openalex.org/I180825142"]},{"raw_affiliation_string":"City Univ London","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110890716","display_name":"Dov M. Gabbay","orcid":"https://orcid.org/0009-0005-5465-5584","observed_orcids":["https://orcid.org/0009-0005-5465-5584"]},"institutions":[{"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"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dov M. Gabbay","raw_affiliation_strings":["Department of Computer Science, King\u2019s College London, London, UK","King \u2018s College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"King \u2018s College London","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051924120","display_name":"Oliver Ray","orcid":"https://orcid.org/0000-0002-0221-1501","observed_orcids":["https://orcid.org/0000-0002-0221-1501"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Oliver Ray","raw_affiliation_strings":["Department of Computing, Imperial College London, London, UK","Imperial College London,#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London,#TAB#","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112417135","display_name":"John Woods","orcid":"https://orcid.org/0000-0003-3006-8500","observed_orcids":["https://orcid.org/0000-0003-3006-8500","https://orcid.org/0000-0002-9907-4733","https://orcid.org/0000-0002-7410-2443"]},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"John Woods","raw_affiliation_strings":["Department of Philosophy, University of British Columbia, Vancouver, Canada","University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Philosophy, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051924120","https://openalex.org/A5060005929","https://openalex.org/A5110890716","https://openalex.org/A5112417135"],"corresponding_institution_ids":["https://openalex.org/I141945490","https://openalex.org/I180825142","https://openalex.org/I183935753","https://openalex.org/I47508984"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.4321,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.84512818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":"26","issue":"1","first_page":"37","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9897000193595886,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9897000193595886,"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/T10320","display_name":"Neural Networks and Applications","score":0.0017000000225380063,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.001500000013038516,"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/abductive-reasoning","display_name":"abductive reasoning","score":0.9210000038146973},{"id":"https://openalex.org/keywords/neuro-symbolic-ai","display_name":"neuro-symbolic AI","score":0.9279999732971191},{"id":"https://openalex.org/keywords/horn-clauses","display_name":"Horn clauses","score":0.9039999842643738},{"id":"https://openalex.org/keywords/abductive-explanations","display_name":"abductive explanations","score":0.8050000071525574},{"id":"https://openalex.org/keywords/neural-network-ensembles","display_name":"neural network ensembles","score":0.8159999847412109},{"id":"https://openalex.org/keywords/abductive-logic-programming","display_name":"abductive logic programming","score":0.9860000014305115},{"id":"https://openalex.org/keywords/hypothetico-deductive-reasoning","display_name":"hypothetico-deductive reasoning","score":0.8230000138282776}],"concepts":[{"id":"https://openalex.org/C166088908","wikidata":"https://www.wikidata.org/wiki/Q308495","display_name":"Abductive reasoning","level":2,"score":0.7387300133705139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7382190823554993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6284573078155518},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.575753390789032},{"id":"https://openalex.org/C8521452","wikidata":"https://www.wikidata.org/wiki/Q203790","display_name":"Connectionism","level":3,"score":0.5426045656204224},{"id":"https://openalex.org/C97364631","wikidata":"https://www.wikidata.org/wiki/Q484284","display_name":"Deductive reasoning","level":2,"score":0.4290560185909271},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3364098370075226}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s11245-006-9005-5","doi":"https://doi.org/10.1007/s11245-006-9005-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11245-006-9005-5","pdf_url":null,"source":{"id":"https://openalex.org/S40710572","display_name":"Topoi","issn_l":"0167-7411","issn":["0167-7411","1572-8749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Topoi","raw_type":"journal-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/e739d22b-b095-4474-87f7-72389b957e39","doi":null,"is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/e739d22b-b095-4474-87f7-72389b957e39","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"d'Avila Garcez, AS, Gabbay, DM, Ray, O & Woods, JH 2007, 'Abductive reasoning in neural-symbolic systems', Topoi, vol. 26 (1), pp. 37 - 49. https://doi.org/10.1007/s11245-006-9005-5","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:openaccess.city.ac.uk:292","doi":null,"is_oa":true,"landing_page_url":"https://openaccess.city.ac.uk/view/creators_id/a=2Egarcez.html>,","pdf_url":"https://openaccess.city.ac.uk/id/eprint/292/2/Abductive_Reasoning_in_Neural-symbolic_systems.pdf","source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.65.55","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.65.55","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bris.ac.uk/Publications/Papers/2000715.pdf","raw_type":"text"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/88135ce5-e297-4434-86fb-e3e89b355bff","doi":null,"is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/88135ce5-e297-4434-86fb-e3e89b355bff","pdf_url":null,"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,"listed_in":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garcez, A S D, Gabbay, D M, Ray, O & Woods, J 2007, 'Abductive reasoning in neural-symbolic systems', Topoi-An International Review Of Philosophy, vol. 26, no. 1, pp. 37 - 49. https://doi.org/10.1007/s11245-006-9005-5","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:openaccess.city.ac.uk:292","doi":null,"is_oa":true,"landing_page_url":"https://openaccess.city.ac.uk/view/creators_id/a=2Egarcez.html>,","pdf_url":"https://openaccess.city.ac.uk/id/eprint/292/2/Abductive_Reasoning_in_Neural-symbolic_systems.pdf","source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1973144381.pdf","grobid_xml":"https://content.openalex.org/works/W1973144381.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W123527740","https://openalex.org/W173782181","https://openalex.org/W255185126","https://openalex.org/W563786071","https://openalex.org/W587006470","https://openalex.org/W1486653873","https://openalex.org/W1522522562","https://openalex.org/W1528077596","https://openalex.org/W1541434994","https://openalex.org/W1545139845","https://openalex.org/W1546644035","https://openalex.org/W1605092986","https://openalex.org/W1663018970","https://openalex.org/W1774497530","https://openalex.org/W1780039904","https://openalex.org/W1970646741","https://openalex.org/W1982235389","https://openalex.org/W1989789052","https://openalex.org/W1993393710","https://openalex.org/W1995167134","https://openalex.org/W2010145055","https://openalex.org/W2011124182","https://openalex.org/W2029518327","https://openalex.org/W2037481186","https://openalex.org/W2081443570","https://openalex.org/W2084728994","https://openalex.org/W2096504051","https://openalex.org/W2107220400","https://openalex.org/W2146990855","https://openalex.org/W2155120401","https://openalex.org/W2163751633","https://openalex.org/W2478547901","https://openalex.org/W2766736793","https://openalex.org/W2772521659","https://openalex.org/W2792572590","https://openalex.org/W2906829482","https://openalex.org/W2913008767","https://openalex.org/W4206370914","https://openalex.org/W4239282587","https://openalex.org/W4247797067","https://openalex.org/W4253133923","https://openalex.org/W4293867665","https://openalex.org/W4300402905","https://openalex.org/W4300668030"],"related_works":["https://openalex.org/W7096004789","https://openalex.org/W7096921216","https://openalex.org/W2792572590","https://openalex.org/W3146929780","https://openalex.org/W4254753353","https://openalex.org/W2155120401","https://openalex.org/W7095316848","https://openalex.org/W1560842320","https://openalex.org/W7165091139","https://openalex.org/W6922616089"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
