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Abstract: High-level perception---the process of making sense of complex data at an abstract, conceptual level---is fundamental to human cognition. Through high-level perception, chaotic environmental stimuli are organized into the mental representations that are used throughout cognitive processing. Much work in traditional artificial intelligence has ignored the process of high-level perception, by starting with hand-coded representations. In this paper, we argue that this dismissal of perceptual... (Update)
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.... town than formalist semantics, currently there are a number of cognitive science projects such as those of Hofstadter et al. cf. [Chalmers et al. 1991; French and Hofstadter, 1991] Nenov (cf. Nenov and Dyer, 1988; Nenov, 1991] and Feldman et al. cf. Feldman et al....
.... critique of: the Logic Theorist and GPS (Dietrich, 1990) AM and Eurisco (Dietrich, 1990; Ritchie and Hanna, 1984) and BACON (Chalmers et al., 1992; Dietrich, 1990; Grabiner, 1986) In contrast, the engineering approach had successes such as: MACSYMA, DENDRAL, R1 XCON, and...
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BibTeX entry: (Update)
David J. Chalmers, Robert M. French, and Douglas R. Hofstadter, "High-Level Perception, Representation, and Analogy: A Critique of Artificial Intelligence Methodology," Technical Report CRCC-TR-49, Center for Research in Concepts and Cognition, Indiana University, March 1991. http://citeseer.ist.psu.edu/chalmers91highlevel.html More
@misc{ chalmers91highlevel,
author = "D. Chalmers and R. French and D. Hofstadter",
title = "High-Level Perception, Representation, and Analogy: A Critique of Artificial
Intelligence Methodology",
text = "David J. Chalmers, Robert M. French, and Douglas R. Hofstadter, High-Level
Perception, Representation, and Analogy: A Critique of Artificial Intelligence
Methodology, Technical Report CRCC-TR-49, Center for Research in Concepts
and Cognition, Indiana University, March 1991.",
year = "1991",
url = "citeseer.ist.psu.edu/chalmers91highlevel.html" }
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