Observing strategies of drawing data representations

Colarusso, Fiorenzo, Cheng, Peter C-H, Garcia Garcia, Grecia, Raggi, Daniel and Jamnik, Mateja (2021) Observing strategies of drawing data representations. The 12th International Conference on the Theory and Application of Diagrams (DIAGRAMS 2021), online, 28th - 30th September 2021. Published in: 12th International Conference, Diagrams 2021, Virtual, September 28–30, 2021, Proceedings. 12909 537-552. Springer ISSN 0302-9743 ISBN 9783030860615

[img] PDF - Accepted Version
Restricted to SRO admin only until 22 September 2022.

Download (2MB)

Abstract

New methods for the assessment of drawing strategies are examined that focus on the analysis of perceptual chunking. The methods are demonstrated with four diverse participants as they copied a line-graph and a bar-chart. Video recordings of the transcriptions were analysed stroke by stroke. Diverse global drawing strategies were used for the line graph whereas all four participants used a similar approach on the bar-chart, but with local differences. Performance fluency varied substantially, particularly in stimuli viewing frequency. Differences in behaviours can be explained in terms of how they perceptually chunked the stimuli. Sample GOMS models were constructed in order to verify that chunking explains the drawing strategies. The potential of using drawing transcription tasks to assess users’ competence with graphs and charts is discussed.

Item Type: Conference Proceedings
Schools and Departments: School of Engineering and Informatics > Informatics
Related URLs:
SWORD Depositor: Mx Elements Account
Depositing User: Mx Elements Account
Date Deposited: 28 Jul 2021 09:26
Last Modified: 01 Mar 2022 10:53
URI: http://sro.sussex.ac.uk/id/eprint/100804

View download statistics for this item

📧 Request an update
Project NameSussex Project NumberFunderFunder Ref
Automating Representation Choice for AI ToolsG2972EPSRC-ENGINEERING & PHYSICAL SCIENCES RESEARCH COUNCILUnset