From similarity to inference
Graduate studies at Western
|Abstract||We advance a theory of inductive reasoning based on similarity, and test it on arguments involving mammal categories. To measure similarity, we quantified the overlap of neural activation in left Brodmann area 37 (lBA37) in response to pictures of different categories; the choice of lBA37 is motivated by previous literature. The theory was tested against estimated probability judgments for 160 arguments generated from 16 categories and a common predicate. The theory’s predictions (based on neural similarity) correlate strongly with these estimates. Other brain regions in the ventral visual pathway yield similarities that also allow the model to predict inductive judgments accurately whereas use of rated similarity in place of neural similarity is less successful. We conclude by extending the theory to aspects of causal reasoning and considering the relation between similarity and feature ratings of categories.|
|Keywords||No keywords specified (fix it)|
No categories specified
(categorize this paper)
|External links||This entry has no external links. Add one.|
|Through your library||Only published papers are available at libraries|
Similar books and articles
Beata Konikowska (1997). A Logic for Reasoning About Relative Similarity. Studia Logica 58 (1):185-226.
Matthew Weber & Daniel Osherson (2010). Similarity and Induction. Review of Philosophy and Psychology 1 (2):245-264.
Christopher Gauker (2007). A Critique of the Similarity Space Theory of Concepts. Mind and Language 22 (4):317–345.
Eva Feder Kittay (1982). The Creation of Similarity: A Discussion of Metaphor in Light of Tversky's Theory of Similarity. PSA: Proceedings of the Biennial Meeting of the Philosophy of Science Association 1982:394 - 405.
Oscar Vilarroya (2005). In Search of Radical Similarity. Behavioral and Brain Sciences 28 (1):35-35.
Gary Marcus (2005). Opposites Detract: Why Rules and Similarity Should Not Be Viewed as Opposite Ends of a Continuum. Behavioral and Brain Sciences 28 (1):28-29.
Emmanuel M. Pothos (2005). The Rules Versus Similarity Distinction. Behavioral and Brain Sciences 28 (1):1-14.
Sorry, there are not enough data points to plot this chart.
Added to index2009-01-28
Recent downloads (6 months)0
How can I increase my downloads?