Title :
Low-level cognitive process model for symbol grounding in context-aware system
Author :
Manabe, Yusuke ; Fujita, Shigeru ; Konno, Susumu ; Hara, Hideki ; Sugawara, Kenji
Author_Institution :
Dept. of Inf. & Network Sci., Chiba Inst. of Technol., Narashino, Japan
Abstract :
This paper proposes a low-level cognitive process model as a part of context-aware systems that can recognize situations in real space as well as provide suitable information or services to users based on the recognized situations. Generally context-aware systems need to deal with sensory data (non-symbolic processing) as well as language resources such as Web (symbolic processing). In this paper, we employ symbol grounding perspective and propose a neural network-based models for converting sensory data into symbolic representation. In addition, this paper exhibits an evidence for a basic question “why do we take a symbol grounding perspective?” in the view point of accessibility of symbolic representation inside systems.
Keywords :
cognitive systems; neural nets; ubiquitous computing; Web symbolic processing; context aware system; low level cognitive process model; neural network based model; symbol grounding; symbolic representation; Computational modeling; Context modeling;
Conference_Titel :
Cognitive Informatics & Cognitive Computing (ICCI*CC ), 2011 10th IEEE International Conference on
Conference_Location :
Banff, AB
Print_ISBN :
978-1-4577-1695-9
DOI :
10.1109/COGINF.2011.6016148