TextTile: An Interactive Visualization Tool for Seamless Exploratory Analysis of Structured Data and Unstructured Text

Cristian Felix, Anshul Vikram Pandey, Enrico Bertini

    Research output: Contribution to journalArticle

    Abstract

    We describe TextTile, a data visualization tool for investigation of datasets and questions that require seamless and flexible analysis of structured data and unstructured text. TextTile is based on real-world data analysis problems gathered through our interaction with a number of domain experts and provides a general purpose solution to such problems. The system integrates a set of operations that can interchangeably be applied to the structured as well as to unstructured text part of the data to generate useful data summaries. Such summaries are then organized in visual tiles in a grid layout to allow their analysis and comparison. We validate TextTile with task analysis, use cases and a user study showing the system can be easily learned and proficiently used to carry out nontrivial tasks.

    Original languageEnglish (US)
    Article number7539549
    Pages (from-to)161-170
    Number of pages10
    JournalIEEE Transactions on Visualization and Computer Graphics
    Volume23
    Issue number1
    DOIs
    StatePublished - Jan 1 2017

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    Data visualization
    Tile
    Visualization

    Keywords

    • Exploratory Text Analysis
    • Knowledge Discovery
    • Text Visualization

    ASJC Scopus subject areas

    • Software
    • Signal Processing
    • Computer Vision and Pattern Recognition
    • Computer Graphics and Computer-Aided Design

    Cite this

    TextTile : An Interactive Visualization Tool for Seamless Exploratory Analysis of Structured Data and Unstructured Text. / Felix, Cristian; Pandey, Anshul Vikram; Bertini, Enrico.

    In: IEEE Transactions on Visualization and Computer Graphics, Vol. 23, No. 1, 7539549, 01.01.2017, p. 161-170.

    Research output: Contribution to journalArticle

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