{"id":"https://openalex.org/W2046880498","doi":"https://doi.org/10.1057/palgrave.jors.2601241","title":"Knowledge-based time-critical dynamic decision modelling","display_name":"Knowledge-based time-critical dynamic decision modelling","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2046880498","doi":"https://doi.org/10.1057/palgrave.jors.2601241","mag":"2046880498"},"language":"en","primary_location":{"id":"doi:10.1057/palgrave.jors.2601241","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2601241","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","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/A5100666554","display_name":"Yang Xiang","orcid":"https://orcid.org/0000-0001-5252-0831"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Y P Xiang","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088535847","display_name":"Kim Leng Poh","orcid":"https://orcid.org/0000-0003-2974-8090"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"K L Poh","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100666554"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.8526,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77394022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"53","issue":"1","first_page":"79","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9240999817848206,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9200999736785889,"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":0.7965783476829529},{"id":"https://openalex.org/keywords/influence-diagram","display_name":"Influence diagram","score":0.6729089617729187},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.573035717010498},{"id":"https://openalex.org/keywords/dynamic-decision-making","display_name":"Dynamic decision-making","score":0.5690469145774841},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4796091318130493},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4793306589126587},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4361702799797058},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39522263407707214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3875771462917328},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3253767490386963},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.31929051876068115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965783476829529},{"id":"https://openalex.org/C20837028","wikidata":"https://www.wikidata.org/wiki/Q623966","display_name":"Influence diagram","level":3,"score":0.6729089617729187},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.573035717010498},{"id":"https://openalex.org/C174988536","wikidata":"https://www.wikidata.org/wiki/Q5318965","display_name":"Dynamic decision-making","level":2,"score":0.5690469145774841},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4796091318130493},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4793306589126587},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4361702799797058},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39522263407707214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3875771462917328},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3253767490386963},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.31929051876068115},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1057/palgrave.jors.2601241","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2601241","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/63165","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/63165","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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":"Scopus","raw_type":"Article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/87057","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/87057","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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":"Scopus","raw_type":"Article"},{"id":"pmh:oai:RePEc:pal:jorsoc:v:53:y:2002:i:1:d:10.1057_palgrave.jors.2601241","is_oa":false,"landing_page_url":"http://link.springer.com/10.1057/palgrave.jors.2601241","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1519698894","https://openalex.org/W1553182805","https://openalex.org/W1578361579","https://openalex.org/W1969730915","https://openalex.org/W2029148606","https://openalex.org/W2055710074","https://openalex.org/W2094358804","https://openalex.org/W2096630263","https://openalex.org/W2107551263","https://openalex.org/W2113677269","https://openalex.org/W2127056581","https://openalex.org/W2165763581","https://openalex.org/W2341171179"],"related_works":["https://openalex.org/W787402332","https://openalex.org/W2783535077","https://openalex.org/W2368398071","https://openalex.org/W3123102830","https://openalex.org/W3022567966","https://openalex.org/W2188214825","https://openalex.org/W3005679258","https://openalex.org/W2011862483","https://openalex.org/W2539548808","https://openalex.org/W3003242261"],"abstract_inverted_index":{"Abstract":[0],"Recent":[1],"interests":[2],"in":[3,73],"dynamic":[4,46,58,74,85],"decision":[5,47,75,127],"modelling":[6,53],"have":[7,21],"led":[8],"to":[9,44,69,122],"the":[10,56,67,97,101,109,132],"development":[11],"of":[12,99,131],"several":[13],"representation":[14,51],"and":[15,33,52,105,115],"inference":[16],"methods.":[17],"These":[18],"methods":[19],"however,":[20],"limited":[22],"application":[23],"under":[24],"time-critical":[25,45,57,84,125],"conditions":[26],"where":[27],"a":[28,41,124],"trade-off":[29,111],"between":[30,112],"model":[31,104,113,116,134],"quality":[32,114],"computational":[34],"tractability":[35],"is":[36,61,94,120,137],"essential.":[37],"This":[38],"paper":[39],"presents":[40],"knowledge-based":[42,91,133],"approach":[43,65,93,119],"modelling.":[48],"A":[49,90],"knowledge":[50],"method,":[54],"called":[55],"influence":[59,86],"diagram,":[60],"proposed.":[62],"The":[63,118],"proposed":[64,95],"has":[66],"ability":[68],"represent":[70],"space-temporal":[71],"abstraction":[72],"models.":[76],"Several":[77],"algorithms":[78],"from":[79],"different":[80],"classes":[81],"for":[82,96],"solving":[83],"diagrams":[87],"are":[88],"described.":[89],"meta-reasoning":[92],"purpose":[98],"selecting":[100],"best":[102],"abstracted":[103],"algorithm":[106],"that":[107],"provide":[108],"optimal":[110],"tractability.":[117],"applied":[121],"solve":[123],"medical":[126],"problem.":[128],"An":[129],"outline":[130],"construction":[135],"procedure":[136],"also":[138],"provided.":[139]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
