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The analysis of user behaviour of a network management training tool using a neural network

Donelan, H; Pattinson, C and Palmer-Brown, D (2006). The analysis of user behaviour of a network management training tool using a neural network. Journal of Systemics, Cybernetics and Informatics, 3(5)

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Abstract

A novel method for the analysis and interpretation of data that describes the interaction between trainee network managers and a network management training tool is presented. A simulation based approach is currently being used to train network managers, through the use of a simulated network. The motivation is to provide a tool for exposing trainees to a life like situation without disrupting a live network. The data logged by this system describes the detailed interaction between trainee network manager and simulated network. The work presented here provides an analysis of this interaction data that enables an assessment of the capabilities of the trainee network manager as well as an understanding of how the network management tasks are being approached. A neural network architecture is implemented in order to perform an exploratory data analysis of the interaction data. The neural network employs a novel form of continuous self-organisation to discover key features in the data and thus provide new insights into the learning and teaching strategies employed.

Item Type: Journal Article
ISSN: 1690-4524
Keywords: network management; simulation based training tool; neural networks; data analysis
Academic Unit/Department: Mathematics, Computing and Technology > Computing & Communications
Item ID: 5637
Depositing User: Helen Donelan
Date Deposited: 24 Oct 2006
Last Modified: 25 Nov 2014 05:51
URI: http://oro.open.ac.uk/id/eprint/5637
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