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Decision Aiding to Overcome Biases in Object Identification
Joint Authors
Source
Advances in Human-Computer Interaction
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-05-07
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
Human decision makers typically use heuristics under time-pressured situations.
These heuristics can potentially degrade task performance through the impact of their associated biases.
Using object identification in image analysis as the context, this paper identifies cognitive biases that play a role in decision making.
We propose a decision support system to help overcome these biases in this context.
Results show that the decision support system improved human decision making in object identification, including metrics such as time taken to identify targets in an image set, accuracy of target identification, accuracy of target classification, and quantity of false positive identification.
American Psychological Association (APA)
Fendley, Mary& Narayanan, S.. 2012. Decision Aiding to Overcome Biases in Object Identification. Advances in Human-Computer Interaction،Vol. 2012, no. 2012, pp.1-7.
https://search.emarefa.net/detail/BIM-498276
Modern Language Association (MLA)
Fendley, Mary& Narayanan, S.. Decision Aiding to Overcome Biases in Object Identification. Advances in Human-Computer Interaction No. 2012 (2012), pp.1-7.
https://search.emarefa.net/detail/BIM-498276
American Medical Association (AMA)
Fendley, Mary& Narayanan, S.. Decision Aiding to Overcome Biases in Object Identification. Advances in Human-Computer Interaction. 2012. Vol. 2012, no. 2012, pp.1-7.
https://search.emarefa.net/detail/BIM-498276
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-498276