{"id":"https://openalex.org/W1976065897","doi":"https://doi.org/10.1177/003754979105600409","title":"CAUSIM: A rule-based causal simulation system","display_name":"CAUSIM: A rule-based causal simulation system","publication_year":1991,"publication_date":"1991-04-01","ids":{"openalex":"https://openalex.org/W1976065897","doi":"https://doi.org/10.1177/003754979105600409","mag":"1976065897"},"language":"en","primary_location":{"id":"doi:10.1177/003754979105600409","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754979105600409","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","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/A5111860308","display_name":"LiMin Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Li-Min Fu","raw_affiliation_strings":["Complex Systems and Simulation Group Computer and Information Sciences Department University of Florida Gainesville, Florida 32611"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complex Systems and Simulation Group Computer and Information Sciences Department University of Florida Gainesville, Florida 32611","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111860308"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":1.079,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.79978844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"56","issue":"4","first_page":"251","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9991000294685364,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9991000294685364,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9945999979972839,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9889000058174133,"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/computer-science","display_name":"Computer science","score":0.714747428894043},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6676764488220215},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.6255109310150146},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.47979193925857544},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4385858178138733},{"id":"https://openalex.org/keywords/causal-analysis","display_name":"Causal analysis","score":0.4193319082260132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33086633682250977},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2680618166923523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13652145862579346},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10086482763290405},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.09205761551856995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.714747428894043},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6676764488220215},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.6255109310150146},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.47979193925857544},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4385858178138733},{"id":"https://openalex.org/C2987525970","wikidata":"https://www.wikidata.org/wiki/Q96374569","display_name":"Causal analysis","level":2,"score":0.4193319082260132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33086633682250977},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2680618166923523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13652145862579346},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10086482763290405},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.09205761551856995},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/003754979105600409","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754979105600409","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","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":17,"referenced_works":["https://openalex.org/W95258504","https://openalex.org/W318441196","https://openalex.org/W1495982240","https://openalex.org/W2001598892","https://openalex.org/W2035967924","https://openalex.org/W2053190303","https://openalex.org/W2067815139","https://openalex.org/W2071305561","https://openalex.org/W2075129888","https://openalex.org/W2093976733","https://openalex.org/W2143075689","https://openalex.org/W2168986749","https://openalex.org/W2176685946","https://openalex.org/W2912848477","https://openalex.org/W4240118367","https://openalex.org/W4245351484","https://openalex.org/W4376862038"],"related_works":["https://openalex.org/W1602072618","https://openalex.org/W4213421478","https://openalex.org/W2496475388","https://openalex.org/W1988627926","https://openalex.org/W4313422683","https://openalex.org/W3081089957","https://openalex.org/W2282241851","https://openalex.org/W2494911050","https://openalex.org/W2611947649","https://openalex.org/W1976065897"],"abstract_inverted_index":{"Researchers":[0],"have":[1],"felt":[2],"that":[3],"expert":[4],"perfor":[5],"mance":[6],"must":[7],"also":[8],"rest":[9],"on":[10],"knowledge":[11,27],"of":[12,55,71,119,125],"deep":[13],"models":[14],"which":[15,50,91],"relate":[16],"underlying":[17],"causal":[18,26,45,132],"variables":[19,99],"to":[20,33,66,79,106],"observable":[21],"facts.":[22,116],"Simulation":[23],"based":[24],"upon":[25],"is":[28,64,77],"an":[29,135],"impor":[30],"tant":[31],"method":[32],"infer":[34,67],"possible":[35,82],"consequences":[36],"from":[37],"given":[38],"situations.":[39],"This":[40],"paper":[41],"presents":[42],"a":[43],"rule-based":[44],"simulation":[46,58,63,76,102,112,133],"system":[47],"called":[48],"CAUSIM,":[49],"basically":[51],"offers":[52],"two":[53],"kinds":[54],"simulation:":[56],"backward":[57],"and":[59,95,114,130],"forward":[60,75],"simulation.":[61],"Backward":[62],"used":[65],"the":[68,108,111,123],"instant":[69],"behavior":[70,94],"specific":[72],"attributes,":[73],"whereas":[74],"taken":[78],"arrive":[80],"at":[81],"overall":[83],"scenarios.":[84],"In":[85],"addition,":[86],"CAUSIM":[87,120],"invokes":[88],"constraint":[89],"rules":[90,103],"describe":[92],"incompatible":[93],"values":[96],"among":[97],"related":[98],"before":[100],"applying":[101],"in":[104,122,134],"order":[105],"obviate":[107],"inconsistencies":[109],"between":[110],"result":[113],"existing":[115],"The":[117],"strength":[118],"lies":[121],"capability":[124],"perform":[126],"ing":[127],"both":[128],"qualitative":[129],"quantitative":[131],"integrated":[136],"environment.":[137]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}