DocumentCode
729366
Title
Aware system, aware unit and aware logic
Author
Qiangfu Zhao
Author_Institution
Dept. of Comput. & Inf. Syst., Univ. of Aizu, Aizuwakamatsu, Japan
fYear
2015
fDate
24-26 June 2015
Firstpage
42
Lastpage
47
Abstract
In recent years, various aware systems have been developed in the context of ubiquitous computing to improve the quality of services (QoS). The ultimate goal of awareness computing (AC) is to establish a win-win relation between producers and consumers. On the other hand, the main purpose of computational awareness (CA) is to understand the mechanism of awareness in human or animal brains, so that awareness, consciousness, and even intelligence can be realized step-by-step in computing machines. In this paper, we first provide a formal definition of aware systems, and then consider a way to build interpretable aware systems based on 3-valued logic. Some primary experiments show that it is possible to realize interpretable aware systems via discretizing multilayer feedforward neural network.
Keywords
formal logic; multilayer perceptrons; quality of service; ubiquitous computing; 3-valued logic; QoS; animal brain; aware logic; aware unit; awareness computing; computational awareness; computing machine; formal definition; human brain; interpretable aware system; multilayer feedforward neural network; quality of services; ubiquitous computing; win-win relation; Context; Context modeling; Gold; Inductors; Neurons; Sensors; Training; Computational awareness; aware logic; aware system; aware unit; awareness computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on
Conference_Location
Gdynia
Print_ISBN
978-1-4799-8320-9
Type
conf
DOI
10.1109/CYBConf.2015.7175904
Filename
7175904
Link To Document