Literature DB >> 28829298

Pathways for Theoretical Advances in Visualization.

Min Chen, Georges Grinstein, Chris R Johnson, Jessie Kennedy, Melanie Tory.   

Abstract

There is little doubt that having a theoretic foundation will benefit the field of visualization, including its main subfields. Because there has been a substantial amount of work on taxonomies and conceptual models in the visualization literature and some recent work on theoretic frameworks, such a theoretic foundation is not a foolish or impractical ambition. This article asks, "How can we build a theoretic foundation for visualization collectively as a community?" The authors envision the pathways for four different aspects of a theoretic foundation: taxonomies and ontologies, principles and guidelines, conceptual models and theoretic frameworks, and quantitative laws and theoretic systems.

Entities:  

Year:  2017        PMID: 28829298      PMCID: PMC5819994          DOI: 10.1109/MCG.2017.3271463

Source DB:  PubMed          Journal:  IEEE Comput Graph Appl        ISSN: 0272-1716            Impact factor:   2.088


  5 in total

1.  An Algebraic Process for Visualization Design.

Authors:  Gordon Kindlmann; Carlos Scheidegger
Journal:  IEEE Trans Vis Comput Graph       Date:  2014-12       Impact factor: 4.579

2.  Top scientific visualization research problems.

Authors:  Chris Johnson
Journal:  IEEE Comput Graph Appl       Date:  2004 Jul-Aug       Impact factor: 2.088

3.  A design space of visualization tasks.

Authors:  Hans-Jörg Schulz; Thomas Nocke; Magnus Heitzler; Heidrun Schumann
Journal:  IEEE Trans Vis Comput Graph       Date:  2013-12       Impact factor: 4.579

4.  Verifying volume rendering using discretization error analysis.

Authors:  Tiago Etiene; Daniel Jönsson; Timo Ropinski; Carlos Scheidegger; João L D Comba; Luis Gustavo Nonato; Robert M Kirby; Anders Ynnerman; Cláudio T Silva
Journal:  IEEE Trans Vis Comput Graph       Date:  2014-01       Impact factor: 4.579

5.  Ontologies in biological data visualization.

Authors:  Sheelagh Carpendale; Min Chen; Daniel Evanko; Nils Gehlenborg; Carsten Gorg; Larry Hunter; Francis Rowland; Margaret-Anne Storey; Hendrik Strobelt
Journal:  IEEE Comput Graph Appl       Date:  2014 Mar-Apr       Impact factor: 2.088

  5 in total
  1 in total

1.  A Bounded Measure for Estimating the Benefit of Visualization (Part I): Theoretical Discourse and Conceptual Evaluation.

Authors:  Min Chen; Mateu Sbert
Journal:  Entropy (Basel)       Date:  2022-01-31       Impact factor: 2.524

  1 in total

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