{"id":"https://openalex.org/W2020892848","doi":"https://doi.org/10.1142/s0218213005002235","title":"THE HUGIN TOOL FOR PROBABILISTIC GRAPHICAL MODELS","display_name":"THE HUGIN TOOL FOR PROBABILISTIC GRAPHICAL MODELS","publication_year":2005,"publication_date":"2005-06-01","ids":{"openalex":"https://openalex.org/W2020892848","doi":"https://doi.org/10.1142/s0218213005002235","mag":"2020892848"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213005002235","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213005002235","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","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/A5084283099","display_name":"Anders L. Madsen","orcid":"https://orcid.org/0000-0003-0633-9411"},"institutions":[{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"ANDERS L. MADSEN","raw_affiliation_strings":["Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]},{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111464108","display_name":"Frank Jensen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"FRANK JENSEN","raw_affiliation_strings":["Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]},{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028706118","display_name":"Uffe Kj\u00e6rulff","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"UFFE B. KJ\u00c6RULFF","raw_affiliation_strings":["Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]},{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037225188","display_name":"Michael Lang","orcid":"https://orcid.org/0000-0002-5738-7280"},"institutions":[{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"MICHAEL LANG","raw_affiliation_strings":["Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5, DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]},{"raw_affiliation_string":"Hugin Expert A/S, Gasv\u00e6rksvej 5,  DK-9000 Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084283099"],"corresponding_institution_ids":["https://openalex.org/I4210148437"],"apc_list":null,"apc_paid":null,"fwci":5.937,"has_fulltext":false,"cited_by_count":100,"citation_normalized_percentile":{"value":0.95949626,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"03","first_page":"507","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":0.9998999834060669,"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/T11106","display_name":"Data Management and Algorithms","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11719","display_name":"Data Quality and Management","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8992981910705566},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.7724984884262085},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6507859230041504},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6137394905090332},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5583535432815552},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5539770722389221},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5485029816627502},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5247547626495361},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5196822285652161},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46743860840797424},{"id":"https://openalex.org/keywords/influence-diagram","display_name":"Influence diagram","score":0.4481467604637146},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3274349570274353},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32027876377105713},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.10388392210006714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8992981910705566},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.7724984884262085},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6507859230041504},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6137394905090332},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5583535432815552},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5539770722389221},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5485029816627502},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5247547626495361},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5196822285652161},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46743860840797424},{"id":"https://openalex.org/C20837028","wikidata":"https://www.wikidata.org/wiki/Q623966","display_name":"Influence diagram","level":3,"score":0.4481467604637146},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3274349570274353},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32027876377105713},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.10388392210006714},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218213005002235","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213005002235","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/103f2480-d13f-11db-b8b8-000ea68e967b","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/103f2480-d13f-11db-b8b8-000ea68e967b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Madsen, A L, Jensen, F, Kj\u00e6rulff, U B & Lang, M 2005, 'The Hugin Tool for Probabilistic Graphical Models', International Journal on Artificial Intelligence Tools, vol. 14, no. 3, pp. 507-543.","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W111380827","https://openalex.org/W284239745","https://openalex.org/W391985582","https://openalex.org/W1513861746","https://openalex.org/W1544729927","https://openalex.org/W1549899114","https://openalex.org/W1593793857","https://openalex.org/W1975062332","https://openalex.org/W1985733932","https://openalex.org/W1989926363","https://openalex.org/W2013567125","https://openalex.org/W2015242077","https://openalex.org/W2031076941","https://openalex.org/W2034009564","https://openalex.org/W2034109855","https://openalex.org/W2034647518","https://openalex.org/W2046584898","https://openalex.org/W2132434674","https://openalex.org/W2148018895","https://openalex.org/W4299670631"],"related_works":["https://openalex.org/W3183113072","https://openalex.org/W2187019487","https://openalex.org/W2126934800","https://openalex.org/W2057939309","https://openalex.org/W1715419791","https://openalex.org/W2776613281","https://openalex.org/W643788828","https://openalex.org/W2158940596","https://openalex.org/W2007136816","https://openalex.org/W2070797946"],"abstract_inverted_index":{"As":[0],"the":[1,15,47,51,60,68,71],"framework":[2],"of":[3,38,50,59,70],"probabilistic":[4],"graphical":[5],"models":[6],"becomes":[7],"increasingly":[8],"popular":[9],"for":[10,17,20,33],"knowledge":[11],"representation":[12],"and":[13,36,41,54,77],"inference,":[14],"need":[16],"efficient":[18],"tools":[19],"its":[21],"support":[22],"is":[23,28],"increasing.":[24],"The":[25],"Hugin":[26,52,72],"Tool":[27,53,73],"a":[29],"general":[30],"purpose":[31],"tool":[32],"construction,":[34],"maintenance,":[35],"deployment":[37],"Bayesian":[39],"networks":[40],"influence":[42],"diagrams.":[43],"This":[44],"paper":[45],"surveys":[46],"key":[48],"functionality":[49],"reports":[55,66],"on":[56,67,74],"new":[57],"advances":[58],"tool.":[61],"Furthermore,":[62],"an":[63],"empirical":[64],"analysis":[65],"efficiency":[69],"common":[75],"inference":[76],"learning":[78],"tasks.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
