{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T03:39:12Z","timestamp":1771299552197,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,12,2]],"date-time":"2021-12-02T00:00:00Z","timestamp":1638403200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,12,2]]},"DOI":"10.1145\/3460210.3493584","type":"proceedings-article","created":{"date-parts":[[2021,11,24]],"date-time":"2021-11-24T23:13:17Z","timestamp":1637795597000},"page":"105-112","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Differential Causal Rules Mining in Knowledge Graphs"],"prefix":"10.1145","author":[{"given":"Lucas","family":"Simonne","sequence":"first","affiliation":[{"name":"LISN, CNRS (UMR 9015), Paris Saclay University, Orsay, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nathalie","family":"Pernelle","sequence":"additional","affiliation":[{"name":"LIPN, CNRS (UMR 7030), Sorbonne Paris Nord University, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fatiha","family":"Sa\u00efs","sequence":"additional","affiliation":[{"name":"LISN, CNRS (UMR 9015), Paris Saclay University, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rallou","family":"Thomopoulos","sequence":"additional","affiliation":[{"name":"INRAE (UMR IATE), Montpellier, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,12,2]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Ramasco Andrea Lancichinetti, Filippo Radicchi and Santo Fortunato","author":"Jos\u00e9","year":"2011","unstructured":"Jos\u00e9 J. Ramasco Andrea Lancichinetti, Filippo Radicchi and Santo Fortunato . 2011 . Finding statistically significant communities in networks. PLoS One ( 2011). Jos\u00e9 J. Ramasco Andrea Lancichinetti, Filippo Radicchi and Santo Fortunato. 2011. Finding statistically significant communities in networks. PLoS One (2011)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488425"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1093\/pan\/mpr013"},{"key":"e_1_3_2_1_5_1","unstructured":"Georgi Kobilarov Christian Bizer S\u00f6ren Auer and Jens Lehmann. 2009. DBpedia - A Linked Data Hub and Data Source for Web Applications and Enterprises. Georgi Kobilarov Christian Bizer S\u00f6ren Auer and Jens Lehmann. 2009. DBpedia - A Linked Data Hub and Data Source for Web Applications and Enterprises."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.5555\/2606262.2606572"},{"key":"e_1_3_2_1_7_1","volume-title":"International Florida Artificial Intelligence Research Society Conference .","author":"Munch Melanie","unstructured":"Melanie Munch , Juliette Dibie , Pierre-Henri Wuillemin , and Cristina E. Manfredotti . 2019. Towards Interactive Causal Relation Discovery Driven by an Ontology . In International Florida Artificial Intelligence Research Society Conference . Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, and Cristina E. Manfredotti. 2019. Towards Interactive Causal Relation Discovery Driven by an Ontology. In International Florida Artificial Intelligence Research Society Conference ."},{"key":"e_1_3_2_1_8_1","volume-title":"Webb","author":"Novak Petra Kralj","year":"2009","unstructured":"Petra Kralj Novak , Nada Lavravc , and Geoffrey I . Webb . 2009 . Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining. J. Mach. Learn. Res . , Vol. 10 (June 2009), 377--403. Petra Kralj Novak, Nada Lavravc, and Geoffrey I. Webb. 2009. Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining. J. Mach. Learn. Res. , Vol. 10 (June 2009), 377--403."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.14778\/3229863.3236231"},{"key":"e_1_3_2_1_10_1","unstructured":"Judea Pearl. 2009. Causality .Cambridge University Press. Judea Pearl. 2009. Causality .Cambridge University Press."},{"key":"e_1_3_2_1_11_1","volume-title":"Bernardo Cuenca Grau, and Ian Horrocks","author":"Petrova Alina","year":"2017","unstructured":"Alina Petrova , Evgeny Sherkhonov , Bernardo Cuenca Grau, and Ian Horrocks . 2017 . Entity comparison in RDF graphs . , Vol. 10587 LNCS ( 2017), 526--541. Alina Petrova, Evgeny Sherkhonov, Bernardo Cuenca Grau, and Ian Horrocks. 2017. Entity comparison in RDF graphs . , Vol. 10587 LNCS (2017), 526--541."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3148011.3148032"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0037350"},{"key":"e_1_3_2_1_14_1","unstructured":"Nicolas Salliou Patrick Taillandier and Rallou Thomopoulos. 2019. VITAMIN project (VegetarIan Transition Argument ModellINg) . Nicolas Salliou Patrick Taillandier and Rallou Thomopoulos. 2019. VITAMIN project (VegetarIan Transition Argument ModellINg) ."},{"key":"e_1_3_2_1_15_1","volume-title":"Matching methods for causal inference: A review and a look forward. Statistical science : a review journal of the Institute of Mathematical Statistics","author":"Stuart Elizabeth A.","year":"2010","unstructured":"Elizabeth A. Stuart . 2010. Matching methods for causal inference: A review and a look forward. Statistical science : a review journal of the Institute of Mathematical Statistics , Vol. 25 , 1 ( 2010 ), 1--21. Elizabeth A. Stuart. 2010. Matching methods for causal inference: A review and a look forward. Statistical science : a review journal of the Institute of Mathematical Statistics , Vol. 25, 1 (2010), 1--21."},{"key":"e_1_3_2_1_16_1","first-page":"227","article-title":"Explaining odds ratios","volume":"19","author":"Szumilas Magdalena","year":"2010","unstructured":"Magdalena Szumilas . 2010 . Explaining odds ratios . Journal of the Canadian Academy of Child and Adolescent Psychiatry l'adolescent , Vol. 19 (2010), 227 . Magdalena Szumilas. 2010. Explaining odds ratios. Journal of the Canadian Academy of Child and Adolescent Psychiatry l'adolescent , Vol. 19 (2010), 227.","journal-title":"Journal of the Canadian Academy of Child and Adolescent Psychiatry l'adolescent"},{"key":"e_1_3_2_1_17_1","unstructured":"Rallou Thomopoulos Nicolas Salliou Patrick Taillandier and Alberto Tonda. 2020. Consumers' Motivations towards Environment-Friendly Dietary Changes: An Assessment of Trends Related to the Consumption of Animal Products . In Handbook of Climate Change Across the Food Supply Chain. Rallou Thomopoulos Nicolas Salliou Patrick Taillandier and Alberto Tonda. 2020. Consumers' Motivations towards Environment-Friendly Dietary Changes: An Assessment of Trends Related to the Consumption of Animal Products . In Handbook of Climate Change Across the Food Supply Chain."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1080\/00031305.1982.10482778","article-title":"Simpson's Paradox in Real Life","volume":"36","author":"Wagner Clifford H.","year":"1982","unstructured":"Clifford H. Wagner . 1982 . Simpson's Paradox in Real Life . The American Statistician , Vol. 36 , 1 (1982), 46 -- 48 . Clifford H. Wagner. 1982. Simpson's Paradox in Real Life. The American Statistician , Vol. 36, 1 (1982), 46--48.","journal-title":"The American Statistician"},{"key":"e_1_3_2_1_19_1","volume-title":"8th International Conference on Learning Representations, ICLR 2020","author":"Wang Po-Wei","year":"2020","unstructured":"Po-Wei Wang , Daria Stepanova , Csaba Domokos , and J. Zico Kolter . 2020. Differentiable learning of numerical rules in knowledge graphs . In 8th International Conference on Learning Representations, ICLR 2020 , Addis Ababa, Ethiopia, April 26--30 , 2020 . Po-Wei Wang, Daria Stepanova, Csaba Domokos, and J. Zico Kolter. 2020. Differentiable learning of numerical rules in knowledge graphs. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26--30, 2020 ."}],"event":{"name":"K-CAP '21: Knowledge Capture Conference","location":"Virtual Event USA","acronym":"K-CAP '21","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence"]},"container-title":["Proceedings of the 11th Knowledge Capture Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3460210.3493584","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3460210.3493584","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:16Z","timestamp":1750191136000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3460210.3493584"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,2]]},"references-count":19,"alternative-id":["10.1145\/3460210.3493584","10.1145\/3460210"],"URL":"https:\/\/doi.org\/10.1145\/3460210.3493584","relation":{},"subject":[],"published":{"date-parts":[[2021,12,2]]},"assertion":[{"value":"2021-12-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}