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Quantum Information Dynamics and Open World Science

Widdows, Dominic & Bruza, Peter D. (2007) Quantum Information Dynamics and Open World Science. In Bruza, Peter D., Lawless, W., van Rijsbergen, C.J., & Sofge, D. (Eds.) AAAI Spring Symposium on Quantum Interaction 2007, March 26-28, 2007, Stanford University, California.

Abstract

One of the fundamental insights of quantum mechanics is that complete knowledge of the state of a quantum system is not possible. Such incomplete knowledge of a physical system is the norm rather than the exception. This is becoming increasingly apparent as we apply scientific methods to increasingly complex situations. Empirically intensive disciplines in the biological, human, and geosciences all operate in situations where valid conclusions must be drawn, but deductive completeness is impossible.

This paper argues that such situations are emerging examples of {it Open World} Science. In this paradigm, scientific models are known to be acting with incomplete information. Open World models acknowledge their incompleteness, and respond positively when new information becomes available. Many methods for creating Open World models have been explored analytically in quantitative disciplines such as statistics, and the increasingly mature area of machine learning.

This paper examines the role of quantum theory and quantum logic in the underpinnings of Open World models, examining the importance of structural features of such as non-commutativity, degrees of similarity, induction, and the impact of observation. Quantum mechanics is not a problem around the edges of classical theory, but is rather a secure bridgehead in the world of science to come.

Impact and interest:

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ID Code: 15298
Item Type: Conference Paper
Additional URLs:
Keywords: quantum interaction, semantic space
ISBN: 9781577353171
Subjects: Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Expert Systems (080105)
Australian and New Zealand Standard Research Classification > PHILOSOPHY AND RELIGIOUS STUDIES (220000) > PHILOSOPHY (220300)
Divisions: Past > QUT Faculties & Divisions > Faculty of Science and Technology
Copyright Owner: Copyright 2007 AAAI Press
Copyright Statement: Reproduced in accordance with the copyright policy of the publisher.
Deposited On: 06 Nov 2008
Last Modified: 29 Feb 2012 23:36

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