The structure and function of explanations

T Lombrozo - Trends in cognitive sciences, 2006 - cell.com
Generating and evaluating explanations is spontaneous, ubiquitous and fundamental to our
sense of understanding. Recent evidence suggests that in the course of an individual's …

Theory-based Bayesian models of inductive learning and reasoning

JB Tenenbaum, TL Griffiths, C Kemp - Trends in cognitive sciences, 2006 - cell.com
Inductive inference allows humans to make powerful generalizations from sparse data when
learning about word meanings, unobserved properties, causal relationships, and many …

[HTML][HTML] Inductive reasoning in humans and large language models

SJ Han, KJ Ransom, A Perfors, C Kemp - Cognitive Systems Research, 2024 - Elsevier
The impressive recent performance of large language models has led many to wonder to
what extent they can serve as models of general intelligence or are similar to human …

[LIBRO][B] Doing without concepts

E Machery - 2009 - books.google.com
Over recent years, the psychology of concepts has been rejuvenated by new work on
prototypes, inventive ideas on causal cognition, the development of neo-empiricist theories …

Psychological essentialism in children

SA Gelman - Trends in cognitive sciences, 2004 - cell.com
Psychological essentialism is the idea that certain categories, such as 'lion'or 'female', have
an underlying reality that cannot be observed directly. Where does this idea come from …

[LIBRO][B] Causal models: How people think about the world and its alternatives

S Sloman, SA Sloman - 2009 - books.google.com
Human beings are active agents who can think. To understand how thought serves action
requires understanding how people conceive of the relation between cause and effect …

The native mind: biological categorization and reasoning in development and across cultures.

DL Medin, S Atran - Psychological review, 2004 - psycnet.apa.org
This article describes cross-cultural and developmental research on folk biology: that is, the
study of how people conceptualize living kinds. The combination of a conceptual module for …

Inductive reasoning

BK Hayes, E Heit, H Swendsen - Wiley interdisciplinary reviews …, 2010 - Wiley Online Library
Inductive reasoning entails using existing knowledge or observations to make predictions
about novel cases. We review recent findings in research on category‐based induction as …

Structured statistical models of inductive reasoning.

C Kemp, JB Tenenbaum - Psychological review, 2009 - psycnet.apa.org
Everyday inductive inferences are often guided by rich background knowledge. Formal
models of induction should aim to incorporate this knowledge and should explain how …

Inconsistency with prior knowledge triggers children's causal explanatory reasoning

CH Legare, SA Gelman, HM Wellman - Child development, 2010 - Wiley Online Library
What events trigger causal explanatory reasoning in young children? Children's
explanations could be triggered by either consistent events (suggesting that explanations …