Universiti Teknologi Malaysia Institutional Repository

3D scientific data mining in ion trajectories

Mohamad Sharif, Johan and Ngadi, Md. Asri and Abd Latif, Muhammad Shafie and M. M. A., Jamil (2010) 3D scientific data mining in ion trajectories. In: 3rd International Conference on Knowledge Discovery and Data Mining, WKDD 2010, 2010, Phuket, Thailand.

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Official URL: http://dx.doi.org/10.1109/WKDD.2010.114

Abstract

In physics, structure of glass and ion trajectories are essentially based on statistical analysis of data acquired through experimental measurement and computer simulation. Invariably, the details of the structure-transport relationships in the data have been mistreated in favour of ensemble average. In this study, we demonstrate a visual approach of such relationship using surface-based visualisation schemes. In particular, we demonstrate a scientific datasets of simulated 3D time-varying model and examine the temporal correlation among ion trajectories. We propose a scheme that uses a three dimensional visual representation with colour scale for depicting the timeline events in ion trajectories and this scheme could be divided into two major part such as global and local time scale. With a collection of visual examples from this study, we demonstrate that this scheme may offer an effective tool for visually mining 3D timeline events of the ion trajectories. This work will potentially form a basis of a novel analysis tool for measuring the effectiveness of visual representation to assist physicist in identifying possible temporal association among complex and chaotic atom movements in ion trajectories.

Item Type:Conference or Workshop Item (Paper)
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System (Formerly known)
ID Code:27141
Deposited By: Liza Porijo
Deposited On:27 Jul 2012 08:22
Last Modified:27 Jul 2012 08:22

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