Method for Inference of Operators' Thoughts from Eye Movement Data in Nuclear Power Plants

Sometimes, we need or try to figure out somebody's thoughts from his or her behaviors such as eye movement, facial expression, gestures, and motions. In safety-critical and complex systems such as nuclear power plants, the inference of operators' thoughts (understanding or diagnosis of a current situation) might provide a lot of opportunities for useful applications, such as development of an improved operator training program, a new type of operator support system, and human performance measures for human factor validation. In this experimental study, a novel method for inference of an operator's thoughts from his or her eye movement data is proposed and evaluated with a nuclear power plant simulator. In the experiments, about 80% of operators' thoughts can be inferred correctly using the proposed method.
Publisher
KOREAN NUCLEAR SOC
Issue Date
2016-02
Language
ENG
Keywords

ATTENTIONAL-RESOURCE EFFECTIVENESS; OPTIMAL CONTROL MODEL; SITUATION ASSESSMENT; QUEUEING MODEL; HUMAN RESPONSE; VALIDATION; TIME

Citation

NUCLEAR ENGINEERING AND TECHNOLOGY, v.48, no.1, pp.129 - 143

ISSN
1738-5733
DOI
10.1016/j.net.2015.09.004
URI
http://hdl.handle.net/10203/207666
Appears in Collection
NE-Journal Papers(저널논문)
Files in This Item
There are no files associated with this item.
  • Hit : 155
  • Download : 0
  • Cited 0 times in thomson ci
This item is cited by other documents in WoS
⊙ Detail Information in WoSⓡClick to seewebofscience_button
⊙ Cited 1 items in WoSClick to see citing articles inrecords_button

qr_code

  • mendeley

    citeulike


rss_1.0 rss_2.0 atom_1.0