{"type":"ScholarlyArticle","title":"An Examination of the Third Stage in the Analogy Process: Verification-based Analogical Learning","authors":[{"name":"Brian Falkenhainer","slug":"brian-falkenhainer","given":"Brian","family":"Falkenhainer","affiliation":""}],"abstract":"M~ny studio• of ~nalogy in Artiflci:.llntelligence have focuaed on ~n:.logy u :. heuristic mechanism to guide search ~nd aimplify problem aolving or u a buia for forming gener~lizationa . Thia paper examine• analogical leaming, where an~logy ia used to conjecture new knowledge about some domain. A theory of Verification-Baud Analogical Learning ia preaented which ~ddre11e1 the tenuous n~ture of ~nalogic~lly inferred concepti ~nd deacribea procedure• that can be used to increase confidence in the inferred knowledge. The theory describe• how ~nalogy may be uaed to diocover ~nd refine acientiflc modet. of the physical world . Ex~mplea ~re t~ken from an implemented ayatem, which diecoven qualit~tive modele of proceuea ouch u liquid flow and heat flow .","doi":null,"url":"https://ijcai.org/proceedings/1987/52","pdf":"https://ijcai.org/proceedings/1987/0052.pdf","markdown":"https://ijcai.org/proceedings/1987/52.md","bibtex":"https://ijcai.org/proceedings/1987/bibtex/52","volume":{"slug":"1987","title":"Proceedings of the Tenth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 1987","url":"https://ijcai.org/proceedings/1987/","year":1987,"location":"Milan, Italy","dates":"","editors":"John McDermott","isbn":"","publisher":"International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":"Knowledge Acquisition","track":"Knowledge Acquisition","number":52,"pages":{"first":260,"last":262},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}