The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale

作者：

Highlights：

• We crowdsource truthfulness judgments using seven dimensions rather than just one.

• Judgments over the seven dimensions of truthfulness are sound and reliable.

• The seven dimensions are independent, not redundant, and measure different aspects.

• Multidimensional truthfulness may inform more explainable and transparent systems.

摘要

•We crowdsource truthfulness judgments using seven dimensions rather than just one.•Judgments over the seven dimensions of truthfulness are sound and reliable.•The seven dimensions are independent, not redundant, and measure different aspects.•Multidimensional truthfulness may inform more explainable and transparent systems.

论文关键词：Truthfulness,Crowdsourcing,Misinformation,Explainability

论文评审过程：Received 28 January 2021, Revised 14 July 2021, Accepted 27 July 2021, Available online 18 August 2021, Version of Record 18 August 2021.

论文官网地址：https://doi.org/10.1016/j.ipm.2021.102710