Intelligent Open Spaces: Using Neural Networks for Prediction of Requested Resources in Smart Spaces

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2008 11th IEEE International Conference on Computational Science and Engineering

July 16-July 18

ISBN: 978-0-7695-3193-9

	ASCII Text	x
	Amgad Madkour, Ahmed Sameh, "Intelligent Open Spaces: Using Neural Networks for Prediction of Requested Resources in Smart Spaces," Computational Science and Engineering, IEEE International Conference on, pp. 132-138, 2008 11th IEEE International Conference on Computational Science and Engineering, 2008.

	BibTex	x
	@article{ 10.1109/CSE.2008.35, author = {Amgad Madkour and Ahmed Sameh}, title = {Intelligent Open Spaces: Using Neural Networks for Prediction of Requested Resources in Smart Spaces}, journal ={Computational Science and Engineering, IEEE International Conference on}, volume = {0}, year = {2008}, isbn = {978-0-7695-3193-9}, pages = {132-138}, doi = {http://doi.ieeecomputersociety.org/10.1109/CSE.2008.35}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computational Science and Engineering, IEEE International Conference on TI - Intelligent Open Spaces: Using Neural Networks for Prediction of Requested Resources in Smart Spaces SN - 978-0-7695-3193-9 SP132 EP138 A1 - Amgad Madkour, A1 - Ahmed Sameh, PY - 2008 KW - Pervasive Computing KW - Neural Networks VL - 0 JA - Computational Science and Engineering, IEEE International Conference on ER -

Amgad Madkour

Ahmed Sameh

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSE.2008.35

This paper describes how Open Spaces, a smart spaces pervasive architecture, can be used to capture human behavior and accordingly provide intelligent allocation responses to user requests. Our results show that learning the collective resource allocations and navigational patterns of users inside a particular location generates better predictions than learning per user.

Index Terms:

Pervasive Computing, Neural Networks

Citation:

Amgad Madkour, Ahmed Sameh, "Intelligent Open Spaces: Using Neural Networks for Prediction of Requested Resources in Smart Spaces," cse, pp.132-138, 2008 11th IEEE International Conference on Computational Science and Engineering, 2008

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