Title :
Some algebraic aspects of semantic uncertainty and cognitive biases
Author :
Wirsching, Gunther ; Lorenz, Robert
Author_Institution :
Mathematisch-Geographische Fak., Katholische Univ. Eichstatt-Ingolstadt, Eichstatt, Germany
Abstract :
Based on the concept of representing semantic uncertainty by a valuation map which assigns to certain semantic units valuations taken from an abstract valuation set, we provide formal proofs that certain reasonable properties of the operations decision and reinforcement are related to algebraic structures on the valuation set. On the other hand, we infer from psychological research that in human behaviour reasonable operations are distorted by cognitive biases. In a final section, we connect our results to applications and propose a method for modeling the influence of certain cognitive biases.
Keywords :
algebra; cognition; psychology; set theory; abstract valuation set; algebraic aspects; algebraic structures; cognitive biases; formal proofs; human behaviour; operation decision; operations reinforcement; psychological research; semantic uncertainty; semantic unit valuation; valuation map; Computational modeling; Context; Cost accounting; Psychology; Semantics; Speech recognition; Uncertainty;
Conference_Titel :
Cognitive Infocommunications (CogInfoCom), 2014 5th IEEE Conference on
Conference_Location :
Vietri sul Mare
DOI :
10.1109/CogInfoCom.2014.7020405