Performance Comparisons between Force-directed Algorithms on Structured Data Analysis

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Conference Proceeding
Proceedings of ICVRV 2017, 2017
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Force-directed algorithms have been widely applied in practical data visualization area due to their capabilities of producing good layouts, which follows metrics for graph drawing aesthetics, yet evaluation the performance of relevant algorithms is still a challenge, since layout quality is largely relying on personal judgement and/or methods’ input parameters, and most aesthetics criteria conflict with each other. This study evaluates the performance measurements of four algorithms in terms of seven commonly applied aesthetic criteria and demonstrates the experimental framework.
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