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Jun, 2020
无问题的调查:一种强化学习方法
Surveys without Questions: A Reinforcement Learning Approach
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Atanu R Sinha, Deepali Jain, Nikhil Sheoran, Sopan Khosla, Reshmi Sasidharan
TL;DR
通过使用基于强化学习(RL)的方法从clickstream数据中提取代理评分(proxy ratings),无需使用调查数据进行训练。代理评分比传统的调查数据更加直观和有用,可以有效地解决调查数据存在的各种缺陷。
Abstract
The 'old world' instrument,
survey
, remains a tool of choice for firms to obtain ratings of satisfaction and experience that customers realize while interacting online with firms. While avenues for
survey
have ev
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