{"id":"https://openalex.org/W2101782549","doi":"https://doi.org/10.1016/0004-3702(95)00014-3","title":"Knowledge representation and inference in similarity networks and Bayesian multinets","display_name":"Knowledge representation and inference in similarity networks and Bayesian multinets","publication_year":1996,"publication_date":"1996-04-01","ids":{"openalex":"https://openalex.org/W2101782549","doi":"https://doi.org/10.1016/0004-3702(95)00014-3","mag":"2101782549"},"language":"en","primary_location":{"id":"doi:10.1016/0004-3702(95)00014-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0004-3702(95)00014-3","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/A5000414827","display_name":"Dan Geiger","orcid":"https://orcid.org/0000-0001-9988-0199"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Dan Geiger","raw_affiliation_strings":["Department of Computer Science, Technion Israel Institute of Technology, Haifa 32000, Israel","Department of Computer Science, Technion\u2013Israel Institute of Technology  Haifa 32000, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technion Israel Institute of Technology, Haifa 32000, Israel","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Department of Computer Science, Technion\u2013Israel Institute of Technology  Haifa 32000, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016386034","display_name":"David Heckerman","orcid":"https://orcid.org/0000-0002-4274-6084"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Heckerman","raw_affiliation_strings":["Microsoft Corporation, One Microsoft Way, Redmond, WA 98052-6399, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, One Microsoft Way, Redmond, WA 98052-6399, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000414827"],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":{"value":3670,"currency":"USD","value_usd":3670},"apc_paid":null,"fwci":5.1232,"has_fulltext":false,"cited_by_count":229,"citation_normalized_percentile":{"value":0.95709449,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"82","issue":"1-2","first_page":"45","last_page":"74"},"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9739999771118164,"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":0.9215999841690063,"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":0.6614750027656555},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5977883338928223},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.58628249168396},{"id":"https://openalex.org/keywords/conditional-independence","display_name":"Conditional independence","score":0.5214866399765015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5085247755050659},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4916401505470276},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4783884286880493},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4577646553516388},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.44621944427490234},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.44619306921958923},{"id":"https://openalex.org/keywords/conditional-probability","display_name":"Conditional probability","score":0.4358281195163727},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4313839375972748},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.41088947653770447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3834036588668823},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.36218565702438354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33676737546920776},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08038514852523804}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6614750027656555},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5977883338928223},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.58628249168396},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.5214866399765015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5085247755050659},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4916401505470276},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4783884286880493},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4577646553516388},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.44621944427490234},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.44619306921958923},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.4358281195163727},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4313839375972748},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.41088947653770447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3834036588668823},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.36218565702438354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33676737546920776},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08038514852523804},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/0004-3702(95)00014-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0004-3702(95)00014-3","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":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W6660495","https://openalex.org/W22635407","https://openalex.org/W76332699","https://openalex.org/W78622622","https://openalex.org/W181660137","https://openalex.org/W405410721","https://openalex.org/W1492518391","https://openalex.org/W1504974609","https://openalex.org/W1514583064","https://openalex.org/W1517993545","https://openalex.org/W1524313545","https://openalex.org/W1524326598","https://openalex.org/W1542492454","https://openalex.org/W1547246444","https://openalex.org/W1574396325","https://openalex.org/W1590438054","https://openalex.org/W1593793857","https://openalex.org/W1862114498","https://openalex.org/W1934306740","https://openalex.org/W1965761421","https://openalex.org/W1978304080","https://openalex.org/W1980452149","https://openalex.org/W1984567898","https://openalex.org/W1993621239","https://openalex.org/W1996748356","https://openalex.org/W2008906462","https://openalex.org/W2015824485","https://openalex.org/W2025130480","https://openalex.org/W2034009564","https://openalex.org/W2045191911","https://openalex.org/W2105228282","https://openalex.org/W2113214579","https://openalex.org/W2113677269","https://openalex.org/W2143075689","https://openalex.org/W2149337551","https://openalex.org/W2156094048","https://openalex.org/W2159080219","https://openalex.org/W2161329575","https://openalex.org/W2170112109","https://openalex.org/W2290312602","https://openalex.org/W2795580387","https://openalex.org/W2974701791","https://openalex.org/W4230142576","https://openalex.org/W4236354166","https://openalex.org/W4285719527","https://openalex.org/W6600264026","https://openalex.org/W6603210728","https://openalex.org/W6607340116","https://openalex.org/W6632763994","https://openalex.org/W6635196568","https://openalex.org/W6640415052","https://openalex.org/W6675858222","https://openalex.org/W6681979088","https://openalex.org/W6683068184","https://openalex.org/W6683963485","https://openalex.org/W6758622208","https://openalex.org/W6763547588","https://openalex.org/W6764014844"],"related_works":["https://openalex.org/W2119625582","https://openalex.org/W2374924985","https://openalex.org/W4286903091","https://openalex.org/W2071200203","https://openalex.org/W1542838181","https://openalex.org/W3207575386","https://openalex.org/W2129131532","https://openalex.org/W1450969254","https://openalex.org/W1578451285","https://openalex.org/W2952913838"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":11}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
