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  1. Number Concepts: An Interdisciplinary Inquiry.Richard Samuels & Eric Snyder - 2024 - Cambridge University Press.
    This Element, written for researchers and students in philosophy and the behavioral sciences, reviews and critically assesses extant work on number concepts in developmental psychology and cognitive science. It has four main aims. First, it characterizes the core commitments of mainstream number cognition research, including the commitment to representationalism, the hypothesis that there exist certain number-specific cognitive systems, and the key milestones in the development of number cognition. Second, it provides a taxonomy of influential views within mainstream number cognition research, (...)
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  • Children's Understanding of the Natural Numbers’ Structure.Jennifer Asmuth, Emily M. Morson & Lance J. Rips - 2018 - Cognitive Science 42 (6):1945-1973.
    When young children attempt to locate numbers along a number line, they show logarithmic (or other compressive) placement. For example, the distance between “5” and “10” is larger than the distance between “75” and “80.” This has often been explained by assuming that children have a logarithmically scaled mental representation of number (e.g., Berteletti, Lucangeli, Piazza, Dehaene, & Zorzi, 2010; Siegler & Opfer, 2003). However, several investigators have questioned this argument (e.g., Barth & Paladino, 2011; Cantlon, Cordes, Libertus, & Brannon, (...)
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  • Categories of Large Numbers in Line Estimation.David Landy, Arthur Charlesworth & Erin Ottmar - 2017 - Cognitive Science 41 (2):326-353.
    How do people stretch their understanding of magnitude from the experiential range to the very large quantities and ranges important in science, geopolitics, and mathematics? This paper empirically evaluates how and whether people make use of numerical categories when estimating relative magnitudes of numbers across many orders of magnitude. We hypothesize that people use scale words—thousand, million, billion—to carve the large number line into categories, stretching linear responses across items within each category. If so, discontinuities in position and response time (...)
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  • Learning to represent exact numbers.Barbara W. Sarnecka - 2015 - Synthese 198 (Suppl 5):1001-1018.
    This article focuses on how young children acquire concepts for exact, cardinal numbers. I believe that exact numbers are a conceptual structure that was invented by people, and that most children acquire gradually, over a period of months or years during early childhood. This article reviews studies that explore children’s number knowledge at various points during this acquisition process. Most of these studies were done in my own lab, and assume the theoretical framework proposed by Carey. In this framework, the (...)
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  • An empirically feasible approach to the epistemology of arithmetic.Markus Pantsar - 2014 - Synthese 191 (17):4201-4229.
    Recent years have seen an explosion of empirical data concerning arithmetical cognition. In this paper that data is taken to be philosophically important and an outline for an empirically feasible epistemological theory of arithmetic is presented. The epistemological theory is based on the empirically well-supported hypothesis that our arithmetical ability is built on a protoarithmetical ability to categorize observations in terms of quantities that we have already as infants and share with many nonhuman animals. It is argued here that arithmetical (...)
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  • Estimating Large Numbers.David Landy, Noah Silbert & Aleah Goldin - 2013 - Cognitive Science 37 (5):775-799.
    Despite their importance in public discourse, numbers in the range of 1 million to 1 trillion are notoriously difficult to understand. We examine magnitude estimation by adult Americans when placing large numbers on a number line and when qualitatively evaluating descriptions of imaginary geopolitical scenarios. Prior theoretical conceptions predict a log-to-linear shift: People will either place numbers linearly or will place numbers according to a compressive logarithmic or power-shaped function (Barth & Paladino, ; Siegler & Opfer, ). While about half (...)
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  • Where our number concepts come from.Susan Carey - 2009 - Journal of Philosophy 106 (4):220-254.
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  • Characterizing exact arithmetic abilities before formal schooling.Chi-Chuan Chen, Selim Jang, Manuela Piazza & Daniel C. Hyde - 2023 - Cognition 238 (C):105481.
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  • Epistemic Limitations and Precise Estimates in Analog Magnitude Representation.Justin Halberda - 2016 - In A. Baron & D. Barner (eds.), Core Knowledge and Conceptual Change. Oxford University Press. pp. 167-186.
    This chapter presents a re-understanding of the contents of our analog magnitude representations (e.g., approximate duration, distance, number). The approximate number system (ANS) is considered, which supports numerical representations that are widely described as fuzzy, noisy, and limited in their representational power. The contention is made that these characterizations are largely based on misunderstandings—that what has been called “noise” and “fuzziness” is actually an important epistemic signal of confidence in one’s estimate of the value. Rather than the ANS having noisy (...)
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  • Numerical Activities and Information Learned at Home Link to the Exact Numeracy Skills in 5–6 Years-Old Children.Silvia Benavides-Varela, Brian Butterworth, Francesca Burgio, Giorgio Arcara, Daniela Lucangeli & Carlo Semenza - 2016 - Frontiers in Psychology 7.
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  • Fractions: the new frontier for theories of numerical development.Robert S. Siegler, Lisa K. Fazio, Drew H. Bailey & Xinlin Zhou - 2013 - Trends in Cognitive Sciences 17 (1):13-19.
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  • From numerical concepts to concepts of number.Lance J. Rips, Amber Bloomfield & Jennifer Asmuth - 2008 - Behavioral and Brain Sciences 31 (6):623-642.
    Many experiments with infants suggest that they possess quantitative abilities, and many experimentalists believe that these abilities set the stage for later mathematics: natural numbers and arithmetic. However, the connection between these early and later skills is far from obvious. We evaluate two possible routes to mathematics and argue that neither is sufficient: (1) We first sketch what we think is the most likely model for infant abilities in this domain, and we examine proposals for extrapolating the natural number concept (...)
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  • Differential Development of Children’s Understanding of the Cardinality of Small Numbers and Zero.Silvia Pixner, Verena Dresen & Korbinian Moeller - 2018 - Frontiers in Psychology 9.
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  • Grey parrot number acquisition: The inference of cardinal value from ordinal position on the numeral list.Irene M. Pepperberg & Susan Carey - 2012 - Cognition 125 (2):219-232.
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  • Bootstrapping in a language of thought: A formal model of numerical concept learning.Steven T. Piantadosi, Joshua B. Tenenbaum & Noah D. Goodman - 2012 - Cognition 123 (2):199-217.
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  • The Linguistic Analogy: Motivations, Results, and Speculations.Susan Dwyer, Bryce Huebner & Marc D. Hauser - 2010 - Topics in Cognitive Science 2 (3):486-510.
    Inspired by the success of generative linguistics and transformational grammar, proponents of the linguistic analogy (LA) in moral psychology hypothesize that careful attention to folk-moral judgments is likely to reveal a small set of implicit rules and structures responsible for the ubiquitous and apparently unbounded capacity for making moral judgments. As a theoretical hypothesis, LA thus requires a rich description of the computational structures that underlie mature moral judgments, an account of the acquisition and development of these structures, and an (...)
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  • The meaning of 'most': Semantics, numerosity and psychology.Paul Pietroski, Jeffrey Lidz, Tim Hunter & Justin Halberda - 2009 - Mind and Language 24 (5):554-585.
    The meaning of 'most' can be described in many ways. We offer a framework for distinguishing semantic descriptions, interpreted as psychological hypotheses that go beyond claims about sentential truth conditions, and an experiment that tells against an attractive idea: 'most' is understood in terms of one-to-one correspondence. Adults evaluated 'Most of the dots are yellow', as true or false, on many trials in which yellow dots and blue dots were displayed for 200 ms. Displays manipulated the ease of using a (...)
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  • Don't throw the baby out with the math water: Why discounting the developmental foundations of early numeracy is premature and unnecessary.Kevin Muldoon, Charlie Lewis & Norman Freeman - 2008 - Behavioral and Brain Sciences 31 (6):663-664.
    We see no grounds for insisting that, because the concept natural number is abstract, its foundations must be innate. It is possible to specify domain general learning processes that feed into more abstract concepts of numerical infinity. By neglecting the messiness of children's slow acquisition of arithmetical concepts, Rips et al. present an idealized, unnecessarily insular, view of number development.
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  • Can statistical learning bootstrap the integers?Lance J. Rips, Jennifer Asmuth & Amber Bloomfield - 2013 - Cognition 128 (3):320-330.
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  • Do analog number representations underlie the meanings of young children’s verbal numerals?Susan Carey, Anna Shusterman, Paul Haward & Rebecca Distefano - 2017 - Cognition 168 (C):243-255.
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  • What’s So Special About Reasoning? Rationality, Belief Updating, and Internalism.Wade Munroe - 2023 - Ergo: An Open Access Journal of Philosophy 10.
    In updating our beliefs on the basis of our background attitudes and evidence we frequently employ objects in our environment to represent pertinent information. For example, we may write our premises and lemmas on a whiteboard to aid in a proof or move the beads of an abacus to assist in a calculation. In both cases, we generate extramental (that is, occurring outside of the mind) representational states, and, at least in the case of the abacus, we operate over these (...)
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  • Is thirty-two three tens and two ones? The embedded structure of cardinal numbers.Diego Guerrero, Jihyun Hwang, Brynn Boutin, Tom Roeper & Joonkoo Park - 2020 - Cognition 203 (C):104331.
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  • Comparing Data Sets: Implicit Summaries of the Statistical Properties of Number Sets.Bradley J. Morris & Amy M. Masnick - 2015 - Cognitive Science 39 (1):156-170.
    Comparing datasets, that is, sets of numbers in context, is a critical skill in higher order cognition. Although much is known about how people compare single numbers, little is known about how number sets are represented and compared. We investigated how subjects compared datasets that varied in their statistical properties, including ratio of means, coefficient of variation, and number of observations, by measuring eye fixations, accuracy, and confidence when assessing differences between number sets. Results indicated that participants implicitly create and (...)
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  • Counting and the ontogenetic origins of exact equality.Rose M. Schneider, Erik Brockbank, Roman Feiman & David Barner - 2022 - Cognition 218 (C):104952.
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  • Where the Sidewalk Ends: The Limits of Social Constructionism.David Peterson - 2012 - Journal for the Theory of Social Behaviour 42 (4):465-484.
    The sociology of knowledge is a heterogeneous set of theories which generally focuses on the social origins of meaning. Strong arguments, epitomized by Durkheim's late work, have hypothesized that the very concepts our minds use to structure experience are constructed through social processes. This view has come under attack from theorists influenced by recent work in developmental psychology that has demonstrated some awareness of these categories in pre-socialized infants. However, further studies have shown that the innate abilities infants display differ (...)
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  • Mental Magnitudes and Increments of Mental Magnitudes.Matthew Katz - 2013 - Review of Philosophy and Psychology 4 (4):675-703.
    There is at present a lively debate in cognitive psychology concerning the origin of natural number concepts. At the center of this debate is the system of mental magnitudes, an innately given cognitive mechanism that represents cardinality and that performs a variety of arithmetical operations. Most participants in the debate argue that this system cannot be the sole source of natural number concepts, because they take it to represent cardinality approximately while natural number concepts are precise. In this paper, I (...)
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  • Counting and arithmetic principles first.Rochel Gelman - 2008 - Behavioral and Brain Sciences 31 (6):653-654.
    The meaning and function of counting are subservient to the arithmetic principles of ordering, addition, and subtraction for positive cardinal values. Beginning language learners can take advantage of their nonverbal knowledge of counting and arithmetic principles to acquire sufficient knowledge of their initial verbal instantiations and move onto a relevant learning path to assimilate input for more advanced, abstract understandings.
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  • The approximate number system represents magnitude and precision.Charles R. Gallistel - 2021 - Behavioral and Brain Sciences 44.
    Numbers are symbols manipulated in accord with the axioms of arithmetic. They sometimes represent discrete and continuous quantities, but they are often simply names. Brains, including insect brains, represent the rational numbers with a fixed-point data type, consisting of a significand and an exponent, thereby conveying both magnitude and precision.
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