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{ "pk": 26939, "title": "Analogical Inferences in Causal Systems", "subtitle": null, "abstract": "Analogical and causal reasoning theories both seek to explainpatterns of inductive inference. Researchers have claimed thatreasoning scenarios incorporating aspects of both analogicalcomparison and causal thinking necessitate a new model of in-ductive inference (Holyoak, Lee, & Lu, 2010; Lee & Holyoak,2008). This paper takes an opposing position, arguing that fea-tures of analogical models make correct claims about infer-ence patterns found among causal analogies, including analo-gies with both generative and preventative relations. Experi-ment 1 demonstrates that analogical inferences for these kindsof causal systems can be explained by alignment of relationalstructure, including higher-order relations. Experiment 2 fur-ther demonstrates that inferences strengthened by matchinghigher-order relations are not guided by the transfer of prob-abilistic information about a cause from base to target. Weconclude that causal analogies behave like analogies in gen-eral—analogical mapping provides candidate inferences whichcan then be reasoned about in the target.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "analogy; causality; structure mapping theory; in-ductive inferences" } ], "section": "Talks: Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/9cq5c1r7", "frozenauthors": [ { "first_name": "Matthew", "middle_name": "", "last_name": "Myers", "name_suffix": "", "institution": "Northwestern University", "department": "" }, { "first_name": "Dedre", "middle_name": "", "last_name": "Gentner", "name_suffix": "", "institution": "Northwestern University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2017-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26939/galley/16575/download/" } ] }