Spatial Transformations in Graph Comprehension

Abstract

Although it is apparent that people are able to make inferences from graphs, it is presently unclear how they do so, even from simple graphs. Current theories of graph comprehension are largely silent about the processes by which such inferences are made ( e.g., Freedman and Shah, 2002; Pinker, 1990). The authors propose that people use spatial reasoning, in the form of spatial transformations (Trafton, Trickett, and Mintz, in press), to answer inferential questions. Spatial transformations are cognitive operations that a person performs on internal or external visualizations, such as graphs. They occur when people must mentally create or delete something (e.g., a line) on the image to facilitate problem solving, and may be related to hypothetical drawing (Shimojima and Fukaya, 2003). This paper investigates the use of spatial transformations when people need to make inferences from graphs.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2004
Accession Number
ADA480332

Entities

People

  • J. Gregory Trafton
  • Susan B. Trickett

Organizations

  • United States Naval Research Laboratory

Tags

DTIC Thesaurus Topics

  • Abstracts
  • Accuracy
  • Artificial Intelligence
  • Availability
  • Classification
  • Comprehension
  • Contracts
  • Information Operations
  • Instructions
  • Military Research
  • Monitoring
  • Psychology
  • Reasoning
  • Security
  • Standards
  • Universities

Fields of Study

  • Psychology

Readers

  • Artificial Intelligence
  • Graph Algorithms and Convex Optimization.

Technology Areas

  • AI & ML