黑箱中的骰子:使用不可理解算法的用户体验
Dice in the Black Box: User Experiences with an Inscrutable Algorithm
摘要:
我们证明,用户可能倾向于将过多的信任放在被认为是智能的黑盒算法中。我们部署了一个算法,据称评估用户的写作情感写作的积极性和消极性。实际上,算法以随机方式响应。我们定性地研究路径,以信任用户在测试系统时遵循。鉴于用户可能会信任表现出“智能行为”的系统,我们建议采取纠正措施。
英文摘要:
We demonstrate that users may be prone to place an inordinate amount of trust in black box algorithms that are framed as intelligent. We deploy an algorithm that purportedly assesses the positivity and negativity of a users' writing emotional writing. In actuality, the algorithm responds in a random fashion. We qualitatively examine the paths to trust that users followed while testing the system. In light of the ease with which users may trust systems exhibiting "intelligent behavior" we recommend corrective approaches.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。