{"id":"https://openalex.org/W1502667581","doi":"https://doi.org/10.1007/978-3-540-85066-3_4","title":"The Causal Interpretation of Bayesian Networks","display_name":"The Causal Interpretation of Bayesian Networks","publication_year":2008,"publication_date":"2008-09-09","ids":{"openalex":"https://openalex.org/W1502667581","doi":"https://doi.org/10.1007/978-3-540-85066-3_4","mag":"1502667581"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-85066-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85066-3_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","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/A5059657954","display_name":"Kevin B. Korb","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kevin B. Korb","raw_affiliation_strings":["Clayton School of Information Technology, Monash University, Clayton, Victoria, 3800, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Clayton, Victoria, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059359207","display_name":"Ann E. Nicholson","orcid":"https://orcid.org/0000-0002-2269-9823"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ann E. Nicholson","raw_affiliation_strings":["Clayton School of Information Technology, Monash University, Clayton, Victoria, 3800, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Clayton, Victoria, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":0.676,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.75875723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9871000051498413,"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":0.9394999742507935,"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":0.7805904150009155},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.6968194842338562},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.6886735558509827},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6520049571990967},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.610595166683197},{"id":"https://openalex.org/keywords/causal-structure","display_name":"Causal structure","score":0.5879174470901489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5684859752655029},{"id":"https://openalex.org/keywords/causation","display_name":"Causation","score":0.5547825694084167},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5475921034812927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5096502304077148},{"id":"https://openalex.org/keywords/causal-reasoning","display_name":"Causal reasoning","score":0.44819676876068115},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.43400701880455017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4110970199108124},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3867071270942688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2648620307445526},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.23576194047927856},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18722161650657654},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.08341249823570251}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7805904150009155},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.6968194842338562},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.6886735558509827},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6520049571990967},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.610595166683197},{"id":"https://openalex.org/C163504300","wikidata":"https://www.wikidata.org/wiki/Q2364925","display_name":"Causal structure","level":2,"score":0.5879174470901489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5684859752655029},{"id":"https://openalex.org/C166151441","wikidata":"https://www.wikidata.org/wiki/Q4923601","display_name":"Causation","level":2,"score":0.5547825694084167},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5475921034812927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5096502304077148},{"id":"https://openalex.org/C115086926","wikidata":"https://www.wikidata.org/wiki/Q17004651","display_name":"Causal reasoning","level":3,"score":0.44819676876068115},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.43400701880455017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4110970199108124},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3867071270942688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2648620307445526},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.23576194047927856},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18722161650657654},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.08341249823570251},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-85066-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85066-3_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W49510287","https://openalex.org/W75331897","https://openalex.org/W86076975","https://openalex.org/W97261337","https://openalex.org/W174411717","https://openalex.org/W268213910","https://openalex.org/W1506104239","https://openalex.org/W1506948338","https://openalex.org/W1524326598","https://openalex.org/W1528353690","https://openalex.org/W1560981369","https://openalex.org/W1565693361","https://openalex.org/W1568555062","https://openalex.org/W1570448133","https://openalex.org/W1603086384","https://openalex.org/W1607940017","https://openalex.org/W1906739562","https://openalex.org/W1934306740","https://openalex.org/W1980452149","https://openalex.org/W1989020770","https://openalex.org/W2000194310","https://openalex.org/W2001422634","https://openalex.org/W2017660912","https://openalex.org/W2037541287","https://openalex.org/W2047575372","https://openalex.org/W2055509010","https://openalex.org/W2055904739","https://openalex.org/W2069911671","https://openalex.org/W2076174330","https://openalex.org/W2076970715","https://openalex.org/W2080828514","https://openalex.org/W2084814109","https://openalex.org/W2084829134","https://openalex.org/W2094837707","https://openalex.org/W2118284503","https://openalex.org/W2123393305","https://openalex.org/W2137819283","https://openalex.org/W2140501356","https://openalex.org/W2142857211","https://openalex.org/W2167856137","https://openalex.org/W2170112109","https://openalex.org/W2273358835","https://openalex.org/W2283174528","https://openalex.org/W2491030098","https://openalex.org/W2788357305","https://openalex.org/W2894257070","https://openalex.org/W2973707419","https://openalex.org/W3127702745","https://openalex.org/W3133236490","https://openalex.org/W4213125692","https://openalex.org/W4231129421","https://openalex.org/W4234001667","https://openalex.org/W4245842615","https://openalex.org/W4246001022","https://openalex.org/W4250143236","https://openalex.org/W4250296836","https://openalex.org/W4255871753","https://openalex.org/W4285719527","https://openalex.org/W4300995828","https://openalex.org/W4301444986","https://openalex.org/W4302423442"],"related_works":["https://openalex.org/W1767411471","https://openalex.org/W2740541622","https://openalex.org/W1600059215","https://openalex.org/W2784306284","https://openalex.org/W173644421","https://openalex.org/W2138361718","https://openalex.org/W3207539315","https://openalex.org/W2085455107","https://openalex.org/W2025218202","https://openalex.org/W1970695652"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}