Model-Based Reasoning Science, Technology, Values

Machine generated contents note: Metaphor-Based Values in Scientific Models 1 -- Mark Johnson -- Analogy in Scientific Discovery: The Case of Johannes Kepler 21 -- Dedre Gentner -- Model Experiments and Models in Experiments 41 -- Mary S.Morgan -- Models, Simulations, and Experiments 59 -- Francesco Guala -- Calibration of Models in Experiments 75 -- Marcel Boumans -- The Development of Scientific Taxonomies 95 -- Hanne Andersen -- Production, Science and Epistemology.An Overview on New 113 -- Models and Scenarios -- Simone Turchetti, Mauro Capocci, Elena Gagliasso -- Modeling Practices and "Tradition" 127 -- Elke Kurz-Milcke and Laura Martignon -- Modeling Data: Analogies in Neural Networks, Simulated 147 -- Annealing and Genetic Algorithms -- Daniela M.Bailer-Jones and Coryn A.L.Bailer-Jones -- Perceptual Simulation in Analogical Problem Solving 167 -- David L.Craig, Nancy J.Nersessian, and Richard Catrambone -- Building Demand Models to Improve Environmental Policy Process 191 -- Bryan G.Norton -- Toward a Computational Model of Hypothesis 209 -- Formation and Model Building in Science -- Joseph Phillips, Gary Livingston, and Bruce Buchanan -- Models as Parts of Distributed Cognitive Systems 227 -- Ronald N.Giere -- Conceptual Models, Inquiry and the Problem of Deriving Normative 243 -- Claims from a Naturalistic Base -- Andrew Ward -- Dynamic Imagery: A Computational Model of Motion and Visual 259 -- Analogy -- David Croft and Paul Thagard -- Model-Based Reasoning and Similarity in the World 275 -- Qiming Yu -- Epistemic Artifacts: Michael Faraday's Search for the Optical 287 -- Effects of Gold -- Ryan D.Tweney -- Epistemic Mediators and Model-Based Discovery in Science 305 -- Lorenzo Magnani -- Deterministic Models and the "Unimportance of the Inevitable" 331 -- Claudio Pizzi -- Mental Models in Conceptual Development 353 -- Stella Vosniadou -- Modeling Core Knowledge and Practices in a Computational 369 -- Approach to Innovation Process -- Stefania Bandini and Sara Manzoni -- Subject Index 399