{"id":"https://openalex.org/W2129639577","doi":"https://doi.org/10.1017/s026988890200019x","title":"A review of explanation methods for Bayesian networks","display_name":"A review of explanation methods for Bayesian networks","publication_year":2002,"publication_date":"2002-06-01","ids":{"openalex":"https://openalex.org/W2129639577","doi":"https://doi.org/10.1017/s026988890200019x","mag":"2129639577"},"language":"en","primary_location":{"id":"doi:10.1017/s026988890200019x","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s026988890200019x","pdf_url":null,"source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},"type":"review","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/A5030988901","display_name":"Carmen Lacave","orcid":"https://orcid.org/0000-0003-2770-8482"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"CARMEN LACAVE","raw_affiliation_strings":["Dept. Computer Science, University of Castilla-La Mancha, Paseo de la Universidad, s/n 13071 Ciudad Real, Spain;","Dept. Computer Science, University of Castilla-La Mancha, Paseo de la Universidad, s/n 13071 Ciudad Real, Spain; email: clacave@inf-cr.uclm.es#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Computer Science, University of Castilla-La Mancha, Paseo de la Universidad, s/n 13071 Ciudad Real, Spain;","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Dept. Computer Science, University of Castilla-La Mancha, Paseo de la Universidad, s/n 13071 Ciudad Real, Spain; email: clacave@inf-cr.uclm.es#TAB#","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039993276","display_name":"Francisco Javier D\u00edez","orcid":"https://orcid.org/0000-0001-9855-9248"},"institutions":[{"id":"https://openalex.org/I178450904","display_name":"Universidad Nacional de Educaci\u00f3n a Distancia","ror":"https://ror.org/02msb5n36","country_code":"ES","type":"education","lineage":["https://openalex.org/I178450904"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"FRANCISCO J D\u00cdEZ","raw_affiliation_strings":["Dept. Artificial Intelligence, UNED, Senda del Rey, 9, 28040 Madrid, Spain;","Dept. Artificial Intelligence, UNED, Senda del Rey, 9, 28040 Madrid, Spain; email: fjdiez@dia.uned.es#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Artificial Intelligence, UNED, Senda del Rey, 9, 28040 Madrid, Spain;","institution_ids":["https://openalex.org/I178450904"]},{"raw_affiliation_string":"Dept. Artificial Intelligence, UNED, Senda del Rey, 9, 28040 Madrid, Spain; email: fjdiez@dia.uned.es#TAB#","institution_ids":["https://openalex.org/I178450904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030988901"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":null,"apc_paid":null,"fwci":2.9845,"has_fulltext":false,"cited_by_count":236,"citation_normalized_percentile":{"value":0.91961067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"17","issue":"2","first_page":"107","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9812999963760376,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9217000007629395,"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/bayesian-network","display_name":"Bayesian network","score":0.679854691028595},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6651962995529175},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5811090469360352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5536026358604431},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.493806928396225},{"id":"https://openalex.org/keywords/bayesian-statistics","display_name":"Bayesian statistics","score":0.44026950001716614},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.43804651498794556},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3623277544975281},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3533680737018585},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.30262210965156555},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15052324533462524}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.679854691028595},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6651962995529175},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5811090469360352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5536026358604431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.493806928396225},{"id":"https://openalex.org/C101112237","wikidata":"https://www.wikidata.org/wiki/Q4874481","display_name":"Bayesian statistics","level":4,"score":0.44026950001716614},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.43804651498794556},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3623277544975281},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3533680737018585},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.30262210965156555},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15052324533462524},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1017/s026988890200019x","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s026988890200019x","pdf_url":null,"source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.25.90","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.25.90","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ia.uned.es/~fjdiez/papers/explanation-bn.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W15960165","https://openalex.org/W20574559","https://openalex.org/W26924883","https://openalex.org/W30055058","https://openalex.org/W42705453","https://openalex.org/W54118280","https://openalex.org/W67692466","https://openalex.org/W101442828","https://openalex.org/W122180839","https://openalex.org/W158482055","https://openalex.org/W200068307","https://openalex.org/W1495982240","https://openalex.org/W1499239143","https://openalex.org/W1511107244","https://openalex.org/W1526554357","https://openalex.org/W1546613574","https://openalex.org/W1546981760","https://openalex.org/W1550110123","https://openalex.org/W1551898291","https://openalex.org/W1567717648","https://openalex.org/W1576425911","https://openalex.org/W1577418821","https://openalex.org/W1680966883","https://openalex.org/W1719177231","https://openalex.org/W1849613881","https://openalex.org/W1871240813","https://openalex.org/W1964459360","https://openalex.org/W1980300316","https://openalex.org/W1989486129","https://openalex.org/W1994853484","https://openalex.org/W2005336011","https://openalex.org/W2014798403","https://openalex.org/W2026588881","https://openalex.org/W2030721126","https://openalex.org/W2037309121","https://openalex.org/W2040667141","https://openalex.org/W2048737604","https://openalex.org/W2053307880","https://openalex.org/W2057279252","https://openalex.org/W2072893471","https://openalex.org/W2094584576","https://openalex.org/W2100883737","https://openalex.org/W2113214579","https://openalex.org/W2113677269","https://openalex.org/W2131039686","https://openalex.org/W2134844944","https://openalex.org/W2137077420","https://openalex.org/W2139443348","https://openalex.org/W2139507823","https://openalex.org/W2142910214","https://openalex.org/W2148807518","https://openalex.org/W2153307446","https://openalex.org/W2155239488","https://openalex.org/W2155519265","https://openalex.org/W2159080219","https://openalex.org/W2160206597","https://openalex.org/W2169736085","https://openalex.org/W2171265988","https://openalex.org/W2175216453","https://openalex.org/W2178448128","https://openalex.org/W2501295278","https://openalex.org/W2561422619","https://openalex.org/W3162099472"],"related_works":["https://openalex.org/W299368792","https://openalex.org/W2372988341","https://openalex.org/W2025423151","https://openalex.org/W4214872087","https://openalex.org/W2068793003","https://openalex.org/W2407375987","https://openalex.org/W3049691116","https://openalex.org/W2100539273","https://openalex.org/W3081214562","https://openalex.org/W2950975704"],"abstract_inverted_index":{"One":[0],"of":[1,8],"the":[2,6,15,32,41],"key":[3],"factors":[4],"for":[5,46],"acceptance":[7],"expert":[9],"systems":[10],"in":[11,48],"real-world":[12],"domains":[13],"is":[14],"ability":[16],"to":[17,44],"explain":[18],"their":[19],"reasoning":[20],"(Buchanan":[21],"&amp;":[22,26],"Shortliffe,":[23],"1984;":[24],"Henrion":[25],"Druzdzel,":[27],"1990).":[28],"This":[29],"paper":[30],"describes":[31],"basic":[33],"properties":[34],"that":[35],"characterise":[36],"explanation":[37,47],"methods":[38,42],"and":[39],"reviews":[40],"developed":[43],"date":[45],"Bayesian":[49],"networks.":[50]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
