{"id":"https://openalex.org/W2910676349","doi":"https://doi.org/10.1007/s41060-018-0168-0","title":"Data-driven discovery of causal interactions","display_name":"Data-driven discovery of causal interactions","publication_year":2019,"publication_date":"2019-01-12","ids":{"openalex":"https://openalex.org/W2910676349","doi":"https://doi.org/10.1007/s41060-018-0168-0","mag":"2910676349"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-018-0168-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-018-0168-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","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/A5001831841","display_name":"Saisai Ma","orcid":"https://orcid.org/0000-0002-4425-8332"},"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":"Saisai Ma","raw_affiliation_strings":["School of IT and Mathematical Sciences, University of South Australia, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of IT and Mathematical Sciences, 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":["School of IT and Mathematical Sciences, University of South Australia, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of IT and Mathematical Sciences, University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012177739","display_name":"Jiuyong Li","orcid":"https://orcid.org/0000-0002-9023-1878"},"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":"Jiuyong Li","raw_affiliation_strings":["School of IT and Mathematical Sciences, University of South Australia, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of IT and Mathematical Sciences, University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"last","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":false,"raw_author_name":"Thuc Duy Le","raw_affiliation_strings":["School of IT and Mathematical Sciences, University of South Australia, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of IT and Mathematical Sciences, University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001831841"],"corresponding_institution_ids":["https://openalex.org/I170239107"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.00987887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":"3","first_page":"285","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9973000288009644,"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":0.9973000288009644,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9919000267982483,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/data-science","display_name":"Data science","score":0.5127028226852417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4339638948440552},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33213692903518677},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.32576265931129456},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18374723196029663}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5127028226852417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4339638948440552},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33213692903518677},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.32576265931129456},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18374723196029663}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41060-018-0168-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-018-0168-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:urm_publish:9916418594401831","is_oa":false,"landing_page_url":"https://find.library.unisa.edu.au/discovery/fulldisplay/alma9916418594401831/61USOUTHAUS_INST:ROR","pdf_url":null,"source":{"id":"https://openalex.org/S4306402528","display_name":"UniSA Research Outputs Repository (University of South Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170239107","host_organization_name":"University of South Australia","host_organization_lineage":["https://openalex.org/I170239107"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W144423133","https://openalex.org/W310013537","https://openalex.org/W1622753297","https://openalex.org/W1821170358","https://openalex.org/W1859289281","https://openalex.org/W1877170500","https://openalex.org/W1901355268","https://openalex.org/W1942633596","https://openalex.org/W1957379630","https://openalex.org/W1968398154","https://openalex.org/W1971918017","https://openalex.org/W1986544387","https://openalex.org/W1989377468","https://openalex.org/W1994262758","https://openalex.org/W1998977949","https://openalex.org/W2094133309","https://openalex.org/W2113129311","https://openalex.org/W2116872017","https://openalex.org/W2130460526","https://openalex.org/W2131878646","https://openalex.org/W2132917208","https://openalex.org/W2138794796","https://openalex.org/W2140501356","https://openalex.org/W2146512944","https://openalex.org/W2150290224","https://openalex.org/W2150291618","https://openalex.org/W2159482845","https://openalex.org/W2163199119","https://openalex.org/W2169476035","https://openalex.org/W2242514529","https://openalex.org/W2567545459","https://openalex.org/W2736443773","https://openalex.org/W2756527420","https://openalex.org/W3098060673","https://openalex.org/W3123582712","https://openalex.org/W3133236490","https://openalex.org/W4213047199","https://openalex.org/W4213076706","https://openalex.org/W4239572876","https://openalex.org/W4239728164","https://openalex.org/W4253588582","https://openalex.org/W4285719527","https://openalex.org/W4294216483","https://openalex.org/W4302435280","https://openalex.org/W6762050013"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-01-25T00:00:00"}
