Map or Gantt? Which Diagram Helps Viewers Best in Spatio-Temporal Data Exploration Tasks?

Leonie Bosveld-de Smet, Daniel Houben

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

    Abstract

    In this paper we investigate the effectiveness and efficiency of two two-dimensional static visual representations of spatio-temporal data, a map-based and a Gantt-based diagram, in their support of various information retrieval tasks. The map-based diagram is characterized by a natural spatial arrangement of locations on a schematic map. The Gantt-based one represents time naturally as a linearly ordered set of time intervals from left to right. A within-subject empirical experiment has been conducted, in which participants were asked to verify queries about persons, locations, and time intervals. The formulation of the queries was based on (i) Bertin’s three reading levels, (ii) certain cognitive operations, and (iii) different syntactic orders of expressions denoting persons, locations and times. Response correctness and response time were recorded. With respect to response accuracy, both diagrams support viewers well in nearly all information retrieval tasks. Regarding efficiency, the map-based diagram elicited significantly faster response times than the Gantt-based one, except for queries with time in focus. The results suggest that map-based diagrams require less search and reasoning effort of viewers to retrieve the information asked for in the task types used in this study.

    Original languageEnglish
    Title of host publicationDiagrammatic Representation and Inference 11th International Conference, Diagrams 2020, Tallinn, Estonia, August 24–28, 2020, Proceedings
    EditorsAhti-Veikko Pietarinen, Peter Chapman, Leonie Bosveld-de Smet, Valeria Giardino, James Corter, Sven Linker
    PublisherSpringer
    Pages357–364
    Number of pages8
    ISBN (Electronic)978-3-030-54249-8
    ISBN (Print)978-3-030-54248-1
    Publication statusPublished - 2020
    Event11th International Conference on the Theory and Application of Diagrams - Online, Talinn, Estonia
    Duration: 24-Aug-202028-Aug-2020

    Conference

    Conference11th International Conference on the Theory and Application of Diagrams
    Abbreviated titleDiagrams 2020
    CountryEstonia
    CityTalinn
    Period24/08/202028/08/2020

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