JSAI2020

Presentation information

General Session

General Session » J-2 Machine learning

[2I5-GS-2] Machine learning: Cognition and decision support

Wed. Jun 10, 2020 3:50 PM - 5:30 PM Room I (jsai2020online-9)

座長:欅惇志((株)デンソーアイティーラボラトリ)

3:50 PM - 4:10 PM

[2I5-GS-2-01] Application of the Transformation under the Independence Constraints for Canceling Cognitive Biases

〇Toshihiro Kamishima1, Yukino Baba2, Hisashi Kashima3 (1. National Institute of Advanced Industrial Science and Technology (AIST), 2. University of Tsukuba, 3. Kyoto University)

Keywords:crowdsourcing, cognitive bias

The techniques of enhancing the independence between variables involved in a model have been exploited for removing a social bias. However, these techniques will be able to remove other kinds of biases. In this paper, we applied such techniques to remove a cognitive bias when eliciting preference data.

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