DimpVis

Contributors

Brittany Kondo, Christopher Collins

Abstract

In time-varying information visualizations, changes in data values over time are most often shown through animation, or through interaction with a time slider widget. We introduce a new direct manipulation technique for interacting with visual items in information visualizations to enable exploration of the time dimension. This interaction is guided by visual hint paths which indicate how a selected data item changes through the time dimension of a visualization. Using DimpVis, navigation through time is controlled by manipulating any data item along its hint path. All other items are updated to reflect the new time. We illustrate how DimpVis can applied to time-varying scatter plots, bar charts, pie charts and heatmaps. Results from a comparative, task-oriented evaluation of DimpVis, the slider and static multiple images show that DimpVis for the scatterplot significantly out performed multiple images, was quantitatively competitive with the slider and was subjectively preferred by participants.

Publications

  • B. Kondo and C. Collins, “DimpVis: Exploring Time-varying Information Visualizations by Direct Manipulation,” IEEE Trans. on Visualization and Computer Graphics (Proc. of the IEEE Conf. on Information Visualization), vol. 20, iss. 12, pp. 2003-2012, 2014.
    [Bibtex] [PDF] [DOI]
    @Article{Kon2014b,
      title={DimpVis: Exploring Time-varying Information Visualizations by Direct Manipulation},
      author={Kondo, Brittany and Collins, Christopher},
      journal={IEEE Trans. on Visualization and Computer Graphics (Proc. of the IEEE Conf. on Information Visualization)},
      month = dec, 
      volume = 20, 
      number = 12,
      year = 2014,
     pages = {2003 -- 2012},
     doi = {10.1109/TVCG.2014.2346250}
    }

Interactive slides from IEEE VIS 2014

  • B. Kondo, “Object-centric Temporal Navigation for Dynamic Information Visualizations,” Master Thesis, 2014.
    [Bibtex] [PDF]
    @MastersThesis{Kon2014a,
      author =    {Brittany Kondo},
      title =    {Object-centric Temporal Navigation for Dynamic Information Visualizations},
      school =    {University of Ontario Institute of Technology},
      year =    2014
    }

Demo

Try our demo!

DimpVis using Vega

Gallery

Video

 

Acknowledgements

 

Research

Guidance in the human–machine analytics process

H-Matrix: Hierarchical Matrix for Visual Analysis of Cross-Linguistic Features in Large Learner Corpora

A Visual Analytics Framework for Adversarial Text Generation

Design by Immersion: A Transdisciplinary Approach to Problem-Driven Visualizations

Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections

Discriminability Tests for Visualization Effectiveness and Scalability

Saliency Deficit and Motion Outlier Detection in Animated Scatterplots

ActiveInk: (Th)Inking with Data

Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution

ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics

Detecting Negative Emotion for Mixed Initiative Visual Analytics

EduApps – Supporting Non-Native English Speakers to Overcome Language Transfer Effects

Metatation: Annotation as Implicit Interaction to Bridge Close and Distant Reading

DataTours: A Data Narratives Framework

Perceptual Biases in Font Size as a Data Encoding

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework

Abbreviating Text Labels on Demand

NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations

ConToVi: Multi-Party Conversation Exploration using Topic-Space Views

PhysioEx: Visual Analysis of Physiological Event Streams

Using Visual Analytics of Heart Rate Variation to Aid in Diagnostics

Off-Screen Desktop

PivotSlice

Reading Comprehension on Mobile Devices

#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media

Balancing Clutter and Information in Large Hierarchical Visualizations

Lexichrome

SentimentState: Exploring Sentiment Analysis on Twitter

Facilitating Discourse Analysis with Interactive Visualization

DimpVis

Glidgets

TandemTable

Simple Multi-Touch Toolkit

Exploring Text Entities with Descriptive Non-photorealistic Rendering

Investigating the Semantic Patterns of Passwords

Bubble Sets: Revealing Set Relations with Isocontours over Existing Visualizations

Parallel Tag Clouds to Explore Faceted Text Corpora

VisLink: Revealing Relationships Amongst Visualizations

DocuBurst: Visualizing Document Content using Language Structure

Tabletop Text Entry Techniques

Lattice Uncertainty Visualization: Understanding Machine Translation and Speech Recognition

WordNet Visualization

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