Understanding the Role and Value of Interaction: First Steps

Visual Analytics strongly emphasizes the importance of interaction. However, until now, interaction is only sparingly treated as subject matter on its own. How and why interactivity is beneficial to gain insight and make decisions is mostly left in the dark. Due to this lack of initial direction, it seems important to make further attempts in facilitating a deeper understanding of the concept of interactivity. Therefore, different perspectives towards interactivity are discussed and cognitive theories and models are investigated. The main aim of this paper is to broaden the view on interaction and spark further discussion towards a sound theoretical grounding for the field.

[1]  P. Thagard,et al.  Mind: Introduction to Cognitive Science , 1996 .

[2]  Deborah Richards,et al.  Is interactivity actually important , 2006 .

[3]  W. R. Howard Acting with Technology: Activity Theory and Interaction Design , 2007 .

[4]  Ben Shneiderman,et al.  Direct Manipulation: A Step Beyond Programming Languages , 1983, Computer.

[5]  Robert Spence,et al.  Information Visualization: Design for Interaction (2nd Edition) , 2006 .

[6]  Colin Ware,et al.  Information Visualization: Perception for Design , 2000 .

[7]  Kristin A. Cook,et al.  Illuminating the Path: The Research and Development Agenda for Visual Analytics , 2005 .

[8]  Michael D. Byrne,et al.  Cognitive Architecture , 2003 .

[9]  Chris North,et al.  An Insight-Based Longitudinal Study of Visual Analytics , 2006, IEEE Transactions on Visualization and Computer Graphics.

[10]  Jonathan Steuer,et al.  Defining virtual reality: dimensions determining telepresence , 1992 .

[11]  William Ribarsky,et al.  Capturing Reasoning Process through User Interaction , 2010, EuroVAST@EuroVis.

[12]  E. Hutchins Cognition in the wild , 1995 .

[13]  D. Norman The psychology of everyday things , 1990 .

[14]  Lucy Suchman Plans and situated actions: the problem of human-machine communication , 1987 .

[15]  John T. Stasko,et al.  The Science of Interaction , 2009, Inf. Vis..

[16]  M. Sheelagh T. Carpendale,et al.  Guest Editors' Introduction: Interacting with Digital Tabletops , 2006, IEEE Computer Graphics and Applications.

[17]  John T. Stasko,et al.  Toward a Deeper Understanding of the Role of Interaction in Information Visualization , 2007, IEEE Transactions on Visualization and Computer Graphics.

[18]  Heidi Lam,et al.  A Framework of Interaction Costs in Information Visualization , 2008, IEEE Transactions on Visualization and Computer Graphics.

[19]  William Ribarsky,et al.  Visual analytics for complex concepts using a human cognition model , 2008, 2008 IEEE Symposium on Visual Analytics Science and Technology.

[20]  Donald A. Norman,et al.  Things That Make Us Smart: Defending Human Attributes In The Age Of The Machine , 1993 .

[21]  John T. Stasko,et al.  Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective , 2010, IEEE Transactions on Visualization and Computer Graphics.

[22]  Allen Newell,et al.  The psychology of human-computer interaction , 1983 .

[23]  John O'Mullane,et al.  DIRECT MANIPULATION INTERFACES FOR LEARNING APPLIED TO STATISTICS , 2008 .

[24]  Daniel F. Keefe Integrating Visualization and Interaction Research to Improve Scientific Workflows , 2010, IEEE Computer Graphics and Applications.

[25]  StaskoJohn,et al.  Toward a Deeper Understanding of the Role of Interaction in Information Visualization , 2007 .

[26]  Jennifer Stromer-Galley,et al.  Interactivity-as-Product and Interactivity-as-Process , 2004, Inf. Soc..

[27]  John T. Stasko,et al.  Distributed Cognition as a Theoretical Framework for Information Visualization , 2008, IEEE Transactions on Visualization and Computer Graphics.

[28]  Paul Dourish,et al.  Where the action is , 2001 .