{"id":"https://openalex.org/W1546383415","doi":"https://doi.org/10.1007/978-3-540-45231-7_49","title":"Guided Incremental Construction of Belief Networks","display_name":"Guided Incremental Construction of Belief Networks","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1546383415","doi":"https://doi.org/10.1007/978-3-540-45231-7_49","mag":"1546383415"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-45231-7_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45231-7_49","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/303bd68f-0597-4e4e-b548-382e04f3aed0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028501178","display_name":"Charles Sutton","orcid":"https://orcid.org/0000-0002-0041-3820"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles A. Sutton","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","University of Massachusetts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076598733","display_name":"Brendan Burns","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brendan Burns","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","University of Massachusetts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017273810","display_name":"Clayton T. Morrison","orcid":"https://orcid.org/0000-0002-3606-0078"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clayton Morrison","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","University of Massachusetts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108230279","display_name":"Paul R. Cohen","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul R. Cohen","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","University of Massachusetts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Amherst, MA, 01002, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3824,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80839599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"533","last_page":"543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9965999722480774,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8776350021362305},{"id":"https://openalex.org/keywords/blackboard","display_name":"Blackboard (design pattern)","score":0.7598223090171814},{"id":"https://openalex.org/keywords/blackboard-system","display_name":"Blackboard system","score":0.674574077129364},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6356223225593567},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5631695985794067},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5492447018623352},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5354424118995667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5217279195785522},{"id":"https://openalex.org/keywords/belief-revision","display_name":"Belief revision","score":0.4793075621128082},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.42619097232818604},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36753782629966736},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32260769605636597},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.24614453315734863},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21548274159431458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8776350021362305},{"id":"https://openalex.org/C2778308757","wikidata":"https://www.wikidata.org/wiki/Q23601418","display_name":"Blackboard (design pattern)","level":2,"score":0.7598223090171814},{"id":"https://openalex.org/C157273737","wikidata":"https://www.wikidata.org/wiki/Q1753023","display_name":"Blackboard system","level":3,"score":0.674574077129364},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6356223225593567},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5631695985794067},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5492447018623352},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5354424118995667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5217279195785522},{"id":"https://openalex.org/C128913409","wikidata":"https://www.wikidata.org/wiki/Q3566063","display_name":"Belief revision","level":2,"score":0.4793075621128082},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.42619097232818604},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36753782629966736},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32260769605636597},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.24614453315734863},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21548274159431458},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-540-45231-7_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45231-7_49","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.12.2577","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.12.2577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-eksl.cs.umass.edu/papers/sutton-ijcai03.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.14.5313","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.14.5313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-eksl.cs.umass.edu/papers/aiid-architecture-ida-03.pdf","raw_type":"text"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/303bd68f-0597-4e4e-b548-382e04f3aed0","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/303bd68f-0597-4e4e-b548-382e04f3aed0","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sutton, C A, Burns, B, Morrison, C & Cohen, P R 2003, Guided Incremental Construction of Belief Networks. in M R. Berthold, H-J Lenz, E Bradley, R Kruse & C Borgelt (eds), Advances in Intelligent Data Analysis V : 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003. Proceedings. Lecture Notes in Computer Science, vol. 2810, pp. 533-543. https://doi.org/10.1007/978-3-540-45231-7_49","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/303bd68f-0597-4e4e-b548-382e04f3aed0","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11820/303bd68f-0597-4e4e-b548-382e04f3aed0","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/303bd68f-0597-4e4e-b548-382e04f3aed0","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/303bd68f-0597-4e4e-b548-382e04f3aed0","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sutton, C A, Burns, B, Morrison, C & Cohen, P R 2003, Guided Incremental Construction of Belief Networks. in M R. Berthold, H-J Lenz, E Bradley, R Kruse & C Borgelt (eds), Advances in Intelligent Data Analysis V : 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003. Proceedings. Lecture Notes in Computer Science, vol. 2810, pp. 533-543. https://doi.org/10.1007/978-3-540-45231-7_49","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6399999856948853,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W24764861","https://openalex.org/W637411437","https://openalex.org/W1483839075","https://openalex.org/W1505839237","https://openalex.org/W1510802921","https://openalex.org/W1563726162","https://openalex.org/W1581645897","https://openalex.org/W1615454278","https://openalex.org/W1746680969","https://openalex.org/W1968833464","https://openalex.org/W2051768896","https://openalex.org/W2098073422","https://openalex.org/W2110575115","https://openalex.org/W2117844156","https://openalex.org/W2122410182","https://openalex.org/W2127056581","https://openalex.org/W2130404257","https://openalex.org/W2159080219","https://openalex.org/W2165488962","https://openalex.org/W2166638406","https://openalex.org/W2318485605","https://openalex.org/W2570377675","https://openalex.org/W2914420373","https://openalex.org/W3012173924","https://openalex.org/W4242499140"],"related_works":["https://openalex.org/W4231402822","https://openalex.org/W2385023133","https://openalex.org/W2279528337","https://openalex.org/W2254498469","https://openalex.org/W2161257492","https://openalex.org/W4230931601","https://openalex.org/W2146750700","https://openalex.org/W2123085253","https://openalex.org/W4247061306","https://openalex.org/W2292205192"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
