Accession Number:

AD1087804

Title:

The Eye is the Window to Working Memory: How to Improve Multitasking Decisions Using Eye Data

Descriptive Note:

Technical Report,15 Jul 2017,14 Jul 2018

Corporate Author:

Rijksuniversiteit Groningen Groningen Netherlands

Report Date:

2019-01-21

Pagination or Media Count:

14.0

Abstract:

Interruption management systems have as a goal to defer interruptions to a moment of low workload for the user, minimizing the costs of interruptions, and reducing risks. In this research we have explored whether eye-data can serve as a basis for such a decision. Exploring multiple datasets and paradigms we found that such a system is feasible, assuming alterations in workload are not too rapid. The most successful classifier is based on the boosted tree algorithm, leading to a classification accuracy of 74 percent.

Subject Categories:

  • Human Factors Engineering and Man Machine Systems
  • Psychology

Distribution Statement:

APPROVED FOR PUBLIC RELEASE