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Research on research evaluation

Social Epistemology 10 (2):209 – 250 (1996)

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  1. The Unbearable Shallow Understanding of Deep Learning.Alessio Plebe & Giorgio Grasso - 2019 - Minds and Machines 29 (4):515-553.
    This paper analyzes the rapid and unexpected rise of deep learning within Artificial Intelligence and its applications. It tackles the possible reasons for this remarkable success, providing candidate paths towards a satisfactory explanation of why it works so well, at least in some domains. A historical account is given for the ups and downs, which have characterized neural networks research and its evolution from “shallow” to “deep” learning architectures. A precise account of “success” is given, in order to sieve out (...)
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  • The Shift in Academic Quality Control.Søren Barlebo Rasmussen & Sven Hemlin - 2006 - Science, Technology, and Human Values 31 (2):173-198.
    Quality control is an important and integrated part of the scientific system. However, developments in science and society are changing quality control into quality monitoring. New, virtual, and fluid organizational forms are emerging. Common boundaries are seen as being broken down as, for example, in the “triple helix” and the “mode 2” concepts. The stakeholders in science are showing an interest in being more involved in science. They want their evaluation criteria to be used, and they want evaluations to be (...)
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