Title :
On truth, belief and knowledge
Author :
Topsøe, Flemming
Author_Institution :
Dept. of Math. Sci., Univ. of Copenhagen, Copenhagen, Denmark
fDate :
June 28 2009-July 3 2009
Abstract :
Truth, belief and knowledge are important aspects of the overall concept of information. Speculating over the possible connections between these entities, new concepts come up naturally and also, specific relationships among them are derived. In particular, a relatively narrow class of measures of entropy and divergence are isolated which have special interpretations related to the world of which we are a part. The classical Shannon world and the world of a black hole may be conceived as extreme examples. Emphasis is on the underlying philosophy and the resulting cognitive paradigm which allows for an interaction between truth, belief and knowledge. The specific concepts which emerge are basically known and, apart from the central concepts related to Shannon theory, they were introduced by Havrda and Charvat, by Daroczy, by Lindhard and Nielsen and by Tsallis.
Keywords :
cognitive systems; information theory; Shannon theory; belief; cognitive paradigm; divergence; entropy; knowledge; truth; Bayesian methods; Entropy; Particle measurements; Probability distribution; Solids; Tail;
Conference_Titel :
Information Theory, 2009. ISIT 2009. IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4312-3
Electronic_ISBN :
978-1-4244-4313-0
DOI :
10.1109/ISIT.2009.5205905