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  1. Strategies of Explanatory Abstraction in Molecular Systems Biology.Nicholaos Jones - 2018 - Philosophy of Science 85 (5):955-968.
    I consider three explanatory strategies from recent systems biology that are driven by mathematics as much as mechanistic detail. Analysis of differential equations drives the first strategy; topological analysis of network motifs drives the second; mathematical theorems from control engineering drive the third. I also distinguish three abstraction types: aggregations, which simplify by condensing information; generalizations, which simplify by generalizing information; and structurations, which simplify by contextualizing information. Using a common explanandum as reference point—namely, the robust perfect adaptation of chemotaxis (...)
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  • Perspectival Modeling.Michela Massimi - 2018 - Philosophy of Science 85 (3):335-359.
    The goal of this article is to address the problem of inconsistent models and the challenge it poses for perspectivism. I analyze the argument, draw attention to some hidden premises behind it, and deflate them. Then I introduce the notion of perspectival models as a distinctive class of modeling practices whose primary function is exploratory. I illustrate perspectival modeling with two examples taken from contemporary high-energy physics at the Large Hadron Collider at the European Organization for Nuclear Research, which are (...)
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  • Idealization and abstraction: refining the distinction.Arnon Levy - 2018 - Synthese 198 (Suppl 24):5855-5872.
    Idealization and abstraction are central concepts in the philosophy of science and in science itself. My goal in this paper is suggest an account of these concepts, building on and refining an existing view due to Jones Idealization XII: correcting the model. Idealization and abstraction in the sciences, vol 86. Rodopi, Amsterdam, pp 173–217, 2005) and Godfrey-Smith Mapping the future of biology: evolving concepts and theories. Springer, Berlin, 2009). On this line of thought, abstraction—which I call, for reasons to be (...)
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  • In and About the World: Philosophical Studies of Science and Technology.Hans Radder - 1996 - Tijdschrift Voor Filosofie 59 (2):377-377.
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  • Metaphors We Live By.George Lakoff & Mark Johnson - 1980 - Ethics 93 (3):619-621.
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  • Heuristic Appraisal: Context of Discovery or Justification?Thomas Nickles - 2006 - In Jutta Schickore & Friedrich Steinle (eds.), Revisiting Discovery and Justification: Historical and Philosophical Perspectives on the Context Distinction. Springer. pp. 159--182.
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  • (1 other version)More about metaphor.Max Black - 1977 - Dialectica 31 (3‐4):431-457.
    An elaboration and defense of the “interaction view of metaphor” introduced in the author's earlier study, “Metaphor” . Special attention is paid to the explication of the metaphors used in the earlier account.The topics discussed include: selection of the “targets” of the theory; classification of metaphors; how metaphorical statements work; relations between metaphors and similes; metaphorical thought; criteria of recognition; the “creative” aspects of metaphors; the ontological status of metaphors.Metaphors are found to be more closely connected with background models than (...)
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  • Structure‐Mapping: A Theoretical Framework for Analogy.Dedre Gentner - 1983 - Cognitive Science 7 (2):155-170.
    A theory of analogy must describe how the meaning of an analogy is derived from the meanings of its parts. In the structure‐mapping theory, the interpretation rules are characterized as implicit rules for mapping knowledge about a base domain into a target domain. Two important features of the theory are (a) the rules depend only on syntactic properties of the knowledge representation, and not on the specific content of the domains; and (b) the theoretical framework allows analogies to be distinguished (...)
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  • Epistemic Groundings of Abstraction and Their Cognitive Dimension.Sergio F. Martínez & Xiang Huang - 2011 - Philosophy of Science 78 (3):490-511.
    In the philosophy of science, abstraction has usually been analyzed in terms of the interface between our experience and the design of our concepts. The often implicit assumption here is that such interface has a definite identifiable and universalizable structure, determining the epistemic correctness of any abstraction. Our claim is that, on the contrary, the epistemic grounding of abstraction should not be reduced to the structural norms of such interface but is also related to the constraints on the cognitive processes (...)
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  • Scientific Representation: Paradoxes of Perspective.B. C. van Fraassen - 2010 - Analysis 70 (3):511-514.
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  • Respects for similarity.Douglas L. Medin, Robert L. Goldstone & Dedre Gentner - 1993 - Psychological Review 100 (2):254-278.
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  • The Explanatory Role of Abstraction Processes in Models: the Case of Aggregations.Sergio A. Gallegos - 2016 - Studies in History and Philosophy of Science Part A 56:161-167.
    Though it is held that some models in science have explanatory value, there is no conclusive agreement on what provides them with this value. One common view is that models have explanatory value vis-à-vis some target systems because they are developed using an abstraction process. Though I think this is correct, I believe it is not the whole picture. In this paper, I argue that, in addition to the well-known process of abstraction understood as an omission of features or information, (...)
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  • Perspectival models and theory unification.Alexander Rueger - 2005 - British Journal for the Philosophy of Science 56 (3):579-594.
    Given that scientific realism is based on the assumption that there is a connection between a model's predictive success and its truth, and given the success of multiple incompatible models in scientific practice, the realist has a problem. When the different models can be shown to arise as different approximations to a unified theory, however, one might think the realist to be able to accommodate such cases. I discuss a special class of models and argue that a realist interpretation has (...)
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  • Ecological Cognition and Metaphor.Thomas Wiben Jensen & Linda Greve - 2019 - Metaphor and Symbol 34 (1):1-16.
    In this article, we argue for the need to further incorporate the study of metaphor with the newest tendencies within cognitive science. We do so by presenting an ecological view of cognition as a skull-and-body-transcending activity that is deeply entangled with the environment. Grounded in empirical examples we present and examine four claims fleshing out this ecological perspective on cognition and metaphor: (a) metaphor is a product of an organism-environment-system, rather than merely a product of an inner mental process, (b) (...)
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  • (1 other version)Abstraction via generic modeling in concept formation in science.Nancy J. Nersessian - 2005 - Poznan Studies in the Philosophy of the Sciences and the Humanities 86 (1):117-144.
    Cases where analogy has played a significant role in the formation of a new scientific concept are well-documented. Yet, how is it that genuinely new representations can be constructed from existing representations? It is argued that the process of ‘generic modeling’ enables abstraction of features common to both the domain of the source of the analogy and of the target phenomena. The analysis focuses on James Clerk Maxwell's construction of the electromagnetic field concept. The mathematical representation Maxwell constructed turned out (...)
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  • Understanding metaphorical comparisons: Beyond similarity.Sam Glucksberg & Boaz Keysar - 1990 - Psychological Review 97 (1):3-18.
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  • The World Observed/The World Conceived.Hans Radder - 2008 - Critica 40 (119):67-74.
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  • (2 other versions)The Philosophy of Rhetoric.I. Richards - 1937 - Philosophical Review 46:676.
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  • Introduction: Revisiting the Context Distinction.Jutta Schickore & Friedrich Steinle - 2006 - In Jutta Schickore & Friedrich Steinle (eds.), Revisiting Discovery and Justification: Historical and Philosophical Perspectives on the Context Distinction. Springer. pp. 7--19.
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  • The explanatory role of abstraction processes in models: The case of aggregations.Sergio Armando Gallegos Ordorica - 2016 - Studies in History and Philosophy of Science Part A 56:161-167.
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  • (1 other version)Abstraction via generic modeling in concept formation in science.Nancy J. Nersessian - 2002 - Mind and Society 3 (1):129-154.
    Cases where analogy has played a significant role in the formation of a new scientific concept are well-documented. Yet, how is it that genuinely new representations can be constructed from existing representations? It is argued that the process of ‘generic modeling’ enables abstraction of features common to both the domain of the source of the analogy and of the target phenomena. The analysis focuses on James Clerk Maxwell's construction of the electromagnetic field concept. The mathematical representation Maxwell constructed turned out (...)
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  • Idealization and abstraction: A framework.Martin R. Jones - 2005 - Poznan Studies in the Philosophy of the Sciences and the Humanities 86 (1):173-218.
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