大数据 (Jan 2020)
Data privacy,monopoly and fairness for AI
Abstract
With the coming of the era of artificial intelligence,the value contained in big data has been deeply mined.But at the same time,the privacy and data monopoly issues of users’ sensitive data,and fairness in algorithmic decisions have become increasingly serious.In order to explore such problems,firstly,the development of data was researched,which reflects the unique producing environment of data ethics in the era of artificial intelligence,and the unique properties of these ethical issues were discussed.Then,the data monopoly,privacy disclosure and unfair decision-making were discussed one by one,whose development status and challenges were analyzed.It is concluded that the essence of current ethical issues is the non-transparency of data collection,data usage and algorithm decision,so that establishing the data transparency mechanism should be an important measure to solve these problems.
