{"id":"https://openalex.org/W20908645","doi":"https://doi.org/10.1007/978-94-011-5014-9_1","title":"Introduction to Inference for Bayesian Networks","display_name":"Introduction to Inference for Bayesian Networks","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W20908645","doi":"https://doi.org/10.1007/978-94-011-5014-9_1","mag":"20908645"},"language":"en","primary_location":{"id":"doi:10.1007/978-94-011-5014-9_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-94-011-5014-9_1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning in Graphical Models","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/A5113499210","display_name":"Robert G. Cowell","orcid":null},"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"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Robert Cowell","raw_affiliation_strings":["City University, London, UK","The School of Mathematics, Actuarial Science and Statistics, City University, Northampton Square, London, EC1E 0HT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University, London, UK","institution_ids":["https://openalex.org/I180825142"]},{"raw_affiliation_string":"The School of Mathematics, Actuarial Science and Statistics, City University, Northampton Square, London, EC1E 0HT, UK","institution_ids":["https://openalex.org/I180825142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113499210"],"corresponding_institution_ids":["https://openalex.org/I180825142"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.01020083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9232000112533569,"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":0.9232000112533569,"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/inference","display_name":"Inference","score":0.6484939455986023},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5998660922050476},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5526354312896729},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5209197402000427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4886372685432434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44365575909614563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41223111748695374}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6484939455986023},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5998660922050476},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5526354312896729},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5209197402000427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4886372685432434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44365575909614563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41223111748695374}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-94-011-5014-9_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-94-011-5014-9_1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning in Graphical Models","raw_type":"book-chapter"},{"id":"mag:20908645","is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=308574.308643","pdf_url":null,"source":{"id":"https://openalex.org/S4306463626","display_name":"MIT Press eBooks","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":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"MIT Press eBooks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W30853191","https://openalex.org/W1593793857","https://openalex.org/W2069469807","https://openalex.org/W2148018895","https://openalex.org/W4388323202","https://openalex.org/W6633795710","https://openalex.org/W7000852851"],"related_works":["https://openalex.org/W2186616986","https://openalex.org/W323385950","https://openalex.org/W2599419015","https://openalex.org/W2380053192","https://openalex.org/W59201822","https://openalex.org/W3039304662","https://openalex.org/W2099403556","https://openalex.org/W2765614331","https://openalex.org/W2505280361","https://openalex.org/W2913495559","https://openalex.org/W3146404850","https://openalex.org/W3017236955","https://openalex.org/W2786950797","https://openalex.org/W2493767581","https://openalex.org/W3015885870","https://openalex.org/W3213823339","https://openalex.org/W256514095","https://openalex.org/W2292055877","https://openalex.org/W1989020770","https://openalex.org/W2339585231"],"abstract_inverted_index":null,"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
