{"id":"https://openalex.org/W2807935334","doi":"https://doi.org/10.24963/ijcai.2018/260","title":"Counterfactual Resimulation for Causal Analysis of Rule-Based Models","display_name":"Counterfactual Resimulation for Causal Analysis of Rule-Based Models","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2807935334","doi":"https://doi.org/10.24963/ijcai.2018/260","mag":"2807935334"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2018/260","doi":"https://doi.org/10.24963/ijcai.2018/260","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/260","pdf_url":"https://www.ijcai.org/proceedings/2018/0260.pdf","source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.ijcai.org/proceedings/2018/0260.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5105977516","display_name":"Jonathan Laurent","orcid":"https://orcid.org/0000-0002-8477-1560","observed_orcids":["https://orcid.org/0000-0002-8477-1560"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Laurent","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jean Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jean Yang","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067812040","display_name":"Walter Fontana","orcid":"https://orcid.org/0000-0003-4062-9957","observed_orcids":["https://orcid.org/0000-0003-4062-9957"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walter Fontana","raw_affiliation_strings":["Harvard Medical School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard Medical School","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.7344,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98504673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1882","last_page":"1890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10778","display_name":"Philosophy of Biology and Scientific Explanation","score":0.6029999852180481,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10778","display_name":"Philosophy of Biology and Scientific Explanation","score":0.6029999852180481,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.21789999306201935,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.07090000063180923,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/counterfactual-thinking","display_name":"counterfactual reasoning","score":0.8629999756813049},{"id":"https://openalex.org/keywords/rule-based-modeling","display_name":"rule-based models","score":0.9279999732971191},{"id":"https://openalex.org/keywords/causality-analysis","display_name":"causal analysis","score":0.6299999952316284},{"id":"https://openalex.org/keywords/causal-explanation","display_name":"causal explanation","score":0.699999988079071},{"id":"https://openalex.org/keywords/agent-based-modeling","display_name":"agent-based modeling","score":0.6259999871253967},{"id":"https://openalex.org/keywords/complex-systems-dynamics","display_name":"complex systems dynamics","score":0.5590000152587891}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.9785246849060059},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.7435442209243774},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6885422468185425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.617965042591095},{"id":"https://openalex.org/C71889745","wikidata":"https://www.wikidata.org/wiki/Q1783264","display_name":"Counterfactual conditional","level":3,"score":0.5673980712890625},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.4916604161262512},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.452392041683197},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.43970388174057007},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.41691046953201294},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3414040803909302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28231924772262573},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.16533291339874268},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09794455766677856},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2018/260","doi":"https://doi.org/10.24963/ijcai.2018/260","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/260","pdf_url":"https://www.ijcai.org/proceedings/2018/0260.pdf","source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2018/260","doi":"https://doi.org/10.24963/ijcai.2018/260","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/260","pdf_url":"https://www.ijcai.org/proceedings/2018/0260.pdf","source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3048660544","display_name":null,"funder_award_id":"W911NF-14-1-","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G3424441068","display_name":null,"funder_award_id":"W911NF-14-1","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G4932002657","display_name":null,"funder_award_id":"W911NF-14-1-0367","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G8424281303","display_name":null,"funder_award_id":"W911NF-14-1-0367","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807935334.pdf","grobid_xml":"https://content.openalex.org/works/W2807935334.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1606710205","https://openalex.org/W2137819283","https://openalex.org/W2155418451","https://openalex.org/W2169193349","https://openalex.org/W2294984090","https://openalex.org/W2303100661","https://openalex.org/W2595356539","https://openalex.org/W4235588577"],"related_works":["https://openalex.org/W7130509031","https://openalex.org/W2609588453","https://openalex.org/W2974243576","https://openalex.org/W2741663316","https://openalex.org/W4307481876","https://openalex.org/W3110922436","https://openalex.org/W4323244292","https://openalex.org/W7046355253","https://openalex.org/W1561260487","https://openalex.org/W1576238869"],"abstract_inverted_index":{"Models":[0],"based":[1],"on":[2],"rules":[3],"that":[4,46,88,96],"express":[5],"local":[6],"and":[7,129],"heterogeneous":[8],"mechanisms":[9],"of":[10,25,36,51,78,85,125,127],"stochastic":[11],"interactions":[12],"between":[13,131],"structured":[14],"agents":[15],"are":[16,72,97],"an":[17],"important":[18],"tool":[19],"for":[20],"investigating":[21],"the":[22,38,102],"dynamical":[23],"behavior":[24],"complex":[26],"systems,":[27],"especially":[28],"in":[29,67,76,123],"molecular":[30],"biology.":[31],"Given":[32],"a":[33,43,49,83,106],"simulated":[34],"trace":[35,104],"events,":[37],"challenge":[39,91],"is":[40,64],"to":[41,101,111,121],"construct":[42],"causal":[44],"diagram":[45],"explains":[47],"how":[48,116],"phenomenon":[50],"interest":[52],"occurred.":[53],"Counterfactual":[54],"analysis":[55],"can":[56],"provide":[57,82],"distinctive":[58],"insights,":[59],"but":[60],"its":[61],"standard":[62],"definition":[63],"not":[65,73],"applicable":[66],"rule-based":[68],"models":[69],"because":[70],"they":[71],"readily":[74],"expressible":[75],"terms":[77,124],"structural":[79],"equations.":[80],"We":[81,113],"semantics":[84],"counterfactual":[86,94,117],"statements":[87],"addresses":[89],"this":[90],"by":[92],"sampling":[93],"trajectories":[95],"probabilistically":[98],"as":[99,105],"close":[100],"factual":[103],"given":[107],"intervention":[108],"permits":[109],"them":[110],"be.":[112],"then":[114],"show":[115],"dependencies":[118],"give":[119],"rise":[120],"explanations":[122],"relations":[126],"enablement":[128],"prevention":[130],"events.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2018-06-21T00:00:00"}
