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GlyphLink: an interactive visualization approach for semantic graphs

Çaylı, Merve and Çobanoğlu, Murat Can and Balcısoy, Selim (2013) GlyphLink: an interactive visualization approach for semantic graphs. Journal of Visual Languages and Computing (Sl), 24 (6). pp. 463-471. ISSN 1045-926X

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Official URL: http://dx.doi.org/10.1016/j.jvlc.2013.09.002

Abstract

Graph analysis by data visualization involves achieving a series of topology-based tasks. When the graph data belongs to a data domain that contains multiple node and link types, as in the case of semantic graphs, topology-based tasks become more challenging. To reduce visual complexity in semantic graphs, we propose an approach which is based on applying relational operations such as selecting and joining nodes of different types. We use node aggregation to reflect the relational operations to the graph. We introduce glyphs for representing aggregated nodes. Using glyphs lets us encode connectivity information of multiple nodes with a single glyph. We also use visual parameters of the glyph to encode node attributes or type specific information. Rather than doing the operations in the data abstraction layer and presenting the user with the resulting visualization, we propose an interactive approach where the user can iteratively apply the relational operations directly on the visualization. We present the efficiency of our method by the results of a usability study that includes a case study on a subset of the International Movie Database. The results of the controlled experiment in our usability study indicate a statistically significant contribution in reducing the completion time of the evaluation tasks.

Item Type:Article
Uncontrolled Keywords:Graph visualization; Node–link diagrams; Node aggregation; Relational operations; Glyphs
Subjects:UNSPECIFIED
ID Code:22038
Deposited By:Selim Balcısoy
Deposited On:13 Nov 2013 16:39
Last Modified:21 Jan 2014 11:03

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