devising a context selection-based reasoning engine for context-aware ubiquitous computing middleware

Authors:
Donghai Guan;Weiwei Yuan;Seong Jin Cho;Andrey Gavrilov;Young-Koo Lee;Sungyoung Lee
Affiliations:
Department of Computer Engineering, Kyung Hee University, Korea;Department of Computer Engineering, Kyung Hee University, Korea;Department of Computer Engineering, Kyung Hee University, Korea;Department of Computer Engineering, Kyung Hee University, Korea;Department of Computer Engineering, Kyung Hee University, Korea;Department of Computer Engineering, Kyung Hee University, Korea
Venue:
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Year:
2007

Citing 10
Cited 3

Responsive office environments

Communications of the ACM - Special issue on computer augmented environments: back to the real world
A system architecture for context-aware mobile computing

A system architecture for context-aware mobile computing
Understanding and Using Context

Personal and Ubiquitous Computing
Issues in Developing Context-Aware Computing

HUC '99 Proceedings of the 1st international symposium on Handheld and Ubiquitous Computing
EasyLiving: Technologies for Intelligent Environments

HUC '00 Proceedings of the 2nd international symposium on Handheld and Ubiquitous Computing
Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering
A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications

Human-Computer Interaction
An infrastructure approach to context-aware computing

Human-Computer Interaction
Interaction issues in context-aware intelligent environments

Human-Computer Interaction
Input feature selection for classification problems

IEEE Transactions on Neural Networks

Context-based heterogeneous middleware integration

WMUPS '09 Proceedings of the 2009 Workshop on Middleware for Ubiquitous and Pervasive Systems
Towards an Affective Aware Home

ICOST '09 Proceedings of the 7th International Conference on Smart Homes and Health Telematics: Ambient Assistive Health and Wellness Management in the Heart of the City
A platform based on web services for context middleware integration

WebMedia '09 Proceedings of the XV Brazilian Symposium on Multimedia and the Web

Quantified Score

Hi-index	0.00

Visualization

Abstract

We propose a novel reasoning engine for context-aware ubiquitous computing middleware in this paper. Our reasoning engine supports both rulebased reasoning and machine learning reasoning. Our main contribution is to utilize feature selection method to filter the low-level contexts which are not useful for certain special high-level context reasoning. As a result, rules and learning models in the reasoning engine's knowledge base are refined since useless context have been filtered. The merits of our proposed reasoning engine are described in details in this paper.