{"id":"https://openalex.org/W4290948642","doi":"https://doi.org/10.1145/3534678.3542890","title":"The KDD 2022 Workshop on Causal Discovery (CD2022)","display_name":"The KDD 2022 Workshop on Causal Discovery (CD2022)","publication_year":2022,"publication_date":"2022-08-12","ids":{"openalex":"https://openalex.org/W4290948642","doi":"https://doi.org/10.1145/3534678.3542890"},"language":"en","primary_location":{"id":"doi:10.1145/3534678.3542890","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3534678.3542890","pdf_url":null,"source":{"id":"https://openalex.org/S4363608767","display_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-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/A5035846381","display_name":"Thuc Duy Le","orcid":"https://orcid.org/0000-0002-9732-4313"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Thuc Duy Le","raw_affiliation_strings":["University of South Australia, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383342","display_name":"Lin Liu","orcid":"https://orcid.org/0000-0003-2843-5738"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lin Liu","raw_affiliation_strings":["University of South Australia, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079458476","display_name":"Emre K\u0131c\u0131man","orcid":"https://orcid.org/0000-0001-5429-468X"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emre Kiciman","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019928653","display_name":"Sofia Triantafyllou","orcid":null},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]},{"id":"https://openalex.org/I4210163356","display_name":"Crete University Press","ror":"https://ror.org/05fdghr47","country_code":"GR","type":"other","lineage":["https://openalex.org/I4210163356"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sofia Triantafyllou","raw_affiliation_strings":["University of Crete, Galos-Rethymnon, Greece"],"affiliations":[{"raw_affiliation_string":"University of Crete, Galos-Rethymnon, Greece","institution_ids":["https://openalex.org/I4210163356","https://openalex.org/I142617266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Liu","raw_affiliation_strings":["Arizona State University, Arizona, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Arizona, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035846381"],"corresponding_institution_ids":["https://openalex.org/I170239107"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07250593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4884","last_page":"4885"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.996399998664856,"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":0.996399998664856,"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/T11719","display_name":"Data Quality and Management","score":0.9483000040054321,"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"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9365000128746033,"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/observational-study","display_name":"Observational study","score":0.7047591209411621},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6145955324172974},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6101601719856262},{"id":"https://openalex.org/keywords/scientific-discovery","display_name":"Scientific discovery","score":0.551232635974884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5510714650154114},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.47755441069602966},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4729171395301819},{"id":"https://openalex.org/keywords/causal-structure","display_name":"Causal structure","score":0.46623775362968445},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.42360448837280273},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3351551294326782},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2792985439300537},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.15993988513946533},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1584395468235016},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08294478058815002}],"concepts":[{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.7047591209411621},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6145955324172974},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6101601719856262},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.551232635974884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5510714650154114},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.47755441069602966},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4729171395301819},{"id":"https://openalex.org/C163504300","wikidata":"https://www.wikidata.org/wiki/Q2364925","display_name":"Causal structure","level":2,"score":0.46623775362968445},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.42360448837280273},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3351551294326782},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2792985439300537},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.15993988513946533},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1584395468235016},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08294478058815002},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3534678.3542890","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3534678.3542890","pdf_url":null,"source":{"id":"https://openalex.org/S4363608767","display_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4309924728","https://openalex.org/W4241263224","https://openalex.org/W2776946813","https://openalex.org/W1186822516","https://openalex.org/W3005795556","https://openalex.org/W2887509103","https://openalex.org/W2908053812","https://openalex.org/W4205365706","https://openalex.org/W2155678792","https://openalex.org/W3176706489"],"abstract_inverted_index":{"Causal":[0],"relationships":[1,28,66],"have":[2,79],"been":[3,59,80],"utilized":[4],"in":[5,21,63,72],"almost":[6],"all":[7],"disciplines,":[8],"and":[9,71],"the":[10,22,73],"research":[11],"into":[12],"causal":[13,27,65],"discovery":[14],"has":[15,58],"attracted":[16],"a":[17],"lot":[18],"of":[19,34],"attention":[20],"last":[23],"few":[24,75],"years.":[25],"Traditionally,":[26],"are":[29],"identified":[30],"by":[31,85],"making":[32],"use":[33],"interventions":[35],"or":[36,47,53],"randomized":[37],"controlled":[38],"experiments.":[39],"However,":[40],"conducting":[41],"such":[42],"experiments":[43],"is":[44],"often":[45],"expensive":[46],"even":[48],"impossible":[49],"due":[50],"to":[51,82],"cost":[52],"ethical":[54],"concerns.":[55],"Therefore,":[56],"there":[57],"an":[60],"increasing":[61],"interest":[62],"discovering":[64],"based":[67],"on":[68],"observational":[69],"data,":[70],"past":[74],"decades,":[76],"significant":[77],"contributions":[78],"made":[81],"this":[83],"field":[84],"computer":[86],"scientists.":[87]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
