{"id":"https://openalex.org/W1980452149","doi":"https://doi.org/10.1016/0004-3702(90)90060-d","title":"The computational complexity of probabilistic inference using bayesian belief networks","display_name":"The computational complexity of probabilistic inference using bayesian belief networks","publication_year":1990,"publication_date":"1990-03-01","ids":{"openalex":"https://openalex.org/W1980452149","doi":"https://doi.org/10.1016/0004-3702(90)90060-d","mag":"1980452149"},"language":"en","primary_location":{"id":"doi:10.1016/0004-3702(90)90060-d","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0004-3702(90)90060-d","pdf_url":null,"source":{"id":"https://openalex.org/S196139623","display_name":"Artificial Intelligence","issn_l":"0004-3702","issn":["0004-3702","1872-7921"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5039985406","display_name":"Gregory F. Cooper","orcid":"https://orcid.org/0000-0002-9276-773X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gregory F. Cooper","raw_affiliation_strings":["Medical Computer Science Group, Knowledge Systems Laboratory, Stanford University, Stanford, CA 94305-5479, USA","Stanford University Stanford CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Computer Science Group, Knowledge Systems Laboratory, Stanford University, Stanford, CA 94305-5479, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University Stanford CA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039985406"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":3670,"currency":"USD","value_usd":3670},"apc_paid":null,"fwci":35.9873,"has_fulltext":false,"cited_by_count":1951,"citation_normalized_percentile":{"value":0.9981036,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"42","issue":"2-3","first_page":"393","last_page":"405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":1.0,"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":1.0,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9824000000953674,"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":0.9785000085830688,"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":0.7837511301040649},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7529468536376953},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7234569787979126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571143865585327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5622067451477051},{"id":"https://openalex.org/keywords/probabilistic-logic-network","display_name":"Probabilistic logic network","score":0.54859459400177},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.4705270528793335},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46887969970703125},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.45075318217277527},{"id":"https://openalex.org/keywords/approximate-inference","display_name":"Approximate inference","score":0.44208672642707825},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.415483295917511},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4029121398925781},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.2878628373146057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23578137159347534}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7837511301040649},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7529468536376953},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7234569787979126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571143865585327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5622067451477051},{"id":"https://openalex.org/C18998212","wikidata":"https://www.wikidata.org/wiki/Q7246856","display_name":"Probabilistic logic network","level":5,"score":0.54859459400177},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.4705270528793335},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46887969970703125},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.45075318217277527},{"id":"https://openalex.org/C2777472644","wikidata":"https://www.wikidata.org/wiki/Q16968992","display_name":"Approximate inference","level":3,"score":0.44208672642707825},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.415483295917511},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4029121398925781},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2878628373146057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23578137159347534},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0},{"id":"https://openalex.org/C203659156","wikidata":"https://www.wikidata.org/wiki/Q6934805","display_name":"Multimodal logic","level":3,"score":0.0},{"id":"https://openalex.org/C102993220","wikidata":"https://www.wikidata.org/wiki/Q387196","display_name":"Description logic","level":2,"score":0.0},{"id":"https://openalex.org/C3845977","wikidata":"https://www.wikidata.org/wiki/Q4826262","display_name":"Autoepistemic logic","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/0004-3702(90)90060-d","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0004-3702(90)90060-d","pdf_url":null,"source":{"id":"https://openalex.org/S196139623","display_name":"Artificial Intelligence","issn_l":"0004-3702","issn":["0004-3702","1872-7921"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W20626266","https://openalex.org/W26271068","https://openalex.org/W181660137","https://openalex.org/W568243818","https://openalex.org/W1495982240","https://openalex.org/W1566129741","https://openalex.org/W1573863201","https://openalex.org/W1580291728","https://openalex.org/W1593793857","https://openalex.org/W1652503362","https://openalex.org/W1998076865","https://openalex.org/W2011039300","https://openalex.org/W2015071685","https://openalex.org/W2035619190","https://openalex.org/W2036265926","https://openalex.org/W2036997711","https://openalex.org/W2051447614","https://openalex.org/W2052222137","https://openalex.org/W2065447203","https://openalex.org/W2066577300","https://openalex.org/W2077234577","https://openalex.org/W2089213868","https://openalex.org/W2143075689","https://openalex.org/W2159080219","https://openalex.org/W2568527750","https://openalex.org/W2914728526","https://openalex.org/W4211245605","https://openalex.org/W4212995600","https://openalex.org/W4248835286","https://openalex.org/W4285719527","https://openalex.org/W4289258965","https://openalex.org/W4376862038","https://openalex.org/W6600826949","https://openalex.org/W6601093276","https://openalex.org/W6607340116","https://openalex.org/W6616173123","https://openalex.org/W6629543182","https://openalex.org/W6634201350","https://openalex.org/W6634877115","https://openalex.org/W6635452821","https://openalex.org/W6637077336","https://openalex.org/W6638405007","https://openalex.org/W6654003987","https://openalex.org/W6659573362"],"related_works":["https://openalex.org/W2516546424","https://openalex.org/W50065450","https://openalex.org/W2612895134","https://openalex.org/W2298902871","https://openalex.org/W4294030873","https://openalex.org/W2129270363","https://openalex.org/W1560512119","https://openalex.org/W4293094099","https://openalex.org/W2166741250","https://openalex.org/W2096799703"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":67},{"year":2022,"cited_by_count":31},{"year":2021,"cited_by_count":71},{"year":2020,"cited_by_count":76},{"year":2019,"cited_by_count":117},{"year":2018,"cited_by_count":86},{"year":2017,"cited_by_count":54},{"year":2016,"cited_by_count":70},{"year":2015,"cited_by_count":79},{"year":2014,"cited_by_count":79},{"year":2013,"cited_by_count":117},{"year":2012,"cited_by_count":76}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}
