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文章基本信息

  • 标题:Decision Aiding to Overcome Biases in Object Identification
  • 本地全文:下载
  • 作者:Mary Fendley ; S. Narayanan
  • 期刊名称:Advances in Human-Computer Interaction
  • 印刷版ISSN:1687-5893
  • 电子版ISSN:1687-5907
  • 出版年度:2012
  • 卷号:2012
  • DOI:10.1155/2012/790304
  • 出版社:Hindawi Publishing Corporation
  • 摘要: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.
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