中圖分類號： TP391.4 文獻標識碼： A DOI：10.16157/j.issn.0258-7998.201115 中文引用格式： 郭金朋，韓敏捷，許正榮. 從算法發展研究人工智能應用問題與對策[J].電子技術應用，2021，47(7)：21-28. 英文引用格式： Guo Jinpeng，Han Minjie，Xu Zhengrong. Research on artificial intelligence application based on algorithm analysis[J]. Application of Electronic Technique，2021，47(7)：21-28.
Research on artificial intelligence application based on algorithm analysis
Guo Jinpeng1，2，Han Minjie3，Xu Zhengrong2
1.Zhejiang Uniview Technologies Co.，Ltd.，Hangzhou 310051，China； 2.School of Information and Computer，Anhui Agricultural University，Hefei 230036，China； 3.School of Life Sciences，University of Science and Technology of China, Hefei 230022, China
Abstract： AI(Artificial Intelligence) makes significant improvements with fast development of hardware improvement and algorithm iteration. Google, Baidu and other high-tech company increase investment in AI applications year by year, considering AI as a key areas. At present, artificial intelligence has become the most important technological means to lead the revolution of the information industry. However, the threat of artificial intelligence to humans is also increasing. In this paper, we analize the existing AI algorithm, explain their defects, and discuss what kinds of risks would be caused. Finally, we propose some approaches to generate more explainable, more robust, and more ethical AI system.
Key words : artificial intelligence；deep learning；algorithm；technical risk；ethical risk
