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Frequent pattern-based graph exploration

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Visual graph exploration can help the users have an intuitive impression about a dataset for the first time. However, it is better to provide some guidance so that the users can quickly locate the “interesting” or “informative” area in the graph. Then they can start the next stage of sense-making. We propose a visual exploration system which provides some frequent sub-graphs extracted from the whole graph, and the relationship between them. Thus, users can raise their study questions more quickly when they first confront a graph dataset. We evaluate our exploration system with two datasets. Specifically, we demonstrate how to raise a question and find the answer with our system, which validates the effectiveness of this project.

Original languageEnglish
Title of host publicationProceedings of the 12th International Symposium on Visual Information Communication and Interaction, VINCI 2019
PublisherAssociation for Computing Machinery
ISBN (Electronic)9781450376266
DOIs
StatePublished - 20 Sep 2019
Externally publishedYes
Event12th International Symposium on Visual Information Communication and Interaction, VINCI 2019 - Shanghai, China
Duration: 20 Sep 201922 Sep 2019

Publication series

NameACM International Conference Proceeding Series

Conference

Conference12th International Symposium on Visual Information Communication and Interaction, VINCI 2019
Country/TerritoryChina
CityShanghai
Period20/09/1922/09/19

Keywords

  • Graph exploration
  • Graph mining
  • Graph visualization
  • Visualization

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