An Integrated Context Generation Scheme based on Ant Colony System


The KIPS Transactions:PartA, Vol. 16, No. 2, pp. 135-142, Apr. 2009
10.3745/KIPSTA.2009.16.2.135,   PDF Download:

Abstract

With the development of ubiquitous computing technology, the number of HCI applications is increasing, where they utilize various contexts to provide adaptive services to users according to the change of contexts, and also, technologies for collecting various sensor data and generating integrated contexts get more important. However, the research on the collection and integration of multi-sensor data is not sufficient when we consider the various utilization areas of the integrated contexts. In particular, they have some problems to be solved such as duplication of the context data and the high system load. In this paper, we propose an integrated context generation scheme based on Ant Colony System. Proposed scheme generates the context data as a form of XML and avoids the generation of unnecessary context information by detecting the repeated sensor information based on the ant colony system. As a result of detections, we reduce wasted resources and repositories when the integrated context is created. We also reduce the overhead for reasoning.


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Cite this article
[IEEE Style]
D. H. Kang, H. S. Jang, C. H. Song, Y. I. Eom, "An Integrated Context Generation Scheme based on Ant Colony System," The KIPS Transactions:PartA, vol. 16, no. 2, pp. 135-142, 2009. DOI: 10.3745/KIPSTA.2009.16.2.135.

[ACM Style]
Dong Hyun Kang, Hyun Su Jang, Chang Hwan Song, and Young Ik Eom. 2009. An Integrated Context Generation Scheme based on Ant Colony System. The KIPS Transactions:PartA, 16, 2, (2009), 135-142. DOI: 10.3745/KIPSTA.2009.16.2.135.