Multi-con: exploring graphs by fast switching among multiple contexts

  • Authors:
  • Ying Tu

  • Affiliations:
  • The Ohio State University, Columbus, OH

  • Venue:
  • Proceedings of the International Conference on Advanced Visual Interfaces
  • Year:
  • 2010

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Abstract

Focus+Context is a popular and effective technique for graph exploration. While previous works concentrate on studying how to display focal nodes with a single context, we argue that it is often difficult to select an optimal context for a complex graph exploration task in practice. In this paper, we propose Multi-Con, a technique to allow users viewing multiple contexts to explore graphs more effectively and efficiently. Our idea is to let users define multiple contexts to reveal different aspects of the graph and enable users to switch between these contexts quickly and interactively in a single view during exploration. Multi-Con provides two key features to ensure the effectiveness and efficiency when using multiple contexts for graph exploration. First, it can achieve good legibility when displaying foci with each context in limited viewing space. In addition, it allows users to switch between contexts smoothly and quickly. We have conducted a case study with social network data extracted from paper authorship relations on three major conferences in computer architecture and systems areas. The results have shown that Multi-Con can help users quickly learn the relationship between foci and the rest of the network in multiple aspects.