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Information aggregation and collective intelligence beyond the wisdom of crowds
In humans and other gregarious animals, collective decision-making is a robust behavioural
feature of groups. Pooling individual information is also fundamental for modern societies, in …
feature of groups. Pooling individual information is also fundamental for modern societies, in …
The role of metacognition in human social interactions
CD Frith - … Transactions of the Royal Society B: Biological …, 2012 - royalsocietypublishing.org
Metacognition concerns the processes by which we monitor and control our own cognitive
processes. It can also be applied to others, in which case it is known as mentalizing. Both …
processes. It can also be applied to others, in which case it is known as mentalizing. Both …
Wisdom or madness? Comparing crowds with expert evaluation in funding the arts
In fields as diverse as technology entrepreneurship and the arts, crowds of interested
stakeholders are increasingly responsible for deciding which innovations to fund, a privilege …
stakeholders are increasingly responsible for deciding which innovations to fund, a privilege …
Signatures of a statistical computation in the human sense of confidence
Human confidence judgments are thought to originate from metacognitive processes that
provide a subjective assessment about one's beliefs. Alternatively, confidence is framed in …
provide a subjective assessment about one's beliefs. Alternatively, confidence is framed in …
Making better decisions in groups
We review the literature to identify common problems of decision-making in individuals and
groups. We are guided by a Bayesian framework to explain the interplay between past …
groups. We are guided by a Bayesian framework to explain the interplay between past …
Metacognition: computation, biology and function
Many complex systems maintain a self-referential check and balance. In animals, such
reflective monitoring and control processes have been grouped under the rubric of …
reflective monitoring and control processes have been grouped under the rubric of …
A computational framework for the study of confidence in humans and animals
Confidence judgements, self-assessments about the quality of a subject's knowledge, are
considered a central example of metacognition. Prima facie, introspection and self-report …
considered a central example of metacognition. Prima facie, introspection and self-report …
Shared responsibility in collective decisions
Research investigating collective decision-making has focused primarily on the
improvement of accuracy in collective decisions and less on the motives that drive …
improvement of accuracy in collective decisions and less on the motives that drive …
Explicit representation of confidence informs future value-based decisions
Humans can reflect on decisions and report variable levels of confidence. But why maintain
an explicit representation of confidence for choices that have already been made and …
an explicit representation of confidence for choices that have already been made and …
Comparing Bayesian and non-Bayesian accounts of human confidence reports
Humans can meaningfully report their confidence in a perceptual or cognitive decision. It is
widely believed that these reports reflect the Bayesian probability that the decision is correct …
widely believed that these reports reflect the Bayesian probability that the decision is correct …