人工智能与数据的学术研究分析报告1
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人工智能与数据的学术研究分析报告
Artificial Intelligence and Data Research Report
方建勇
1
（余姚 浙江 315400）
[
摘要
]
无论在产业界，还是在大众媒体报道中，人工智能大热。对于学界来说，我们还是要保持
一个平常心，毕竟这不是一个学界可以炒作的概念，尽管大家对人工智能的未来充满期待。人工
智能有两个重要的基础因数来支撑，一是大到足够充分的数据，尽管数据是需要不断积累的，包
括自然数据，也包括经验数据；二是算法，在不同应用领域，加上数据样本空间的量级差异，不
同算法表现出来的各种效能也是有差异的。本文主要针对人工智能与数据相结合的领域，分析了
学术界历年来的总体研究状况，以期在广度与深度上对该领域的研究分布作一个概要性的陈述。
[关键词] 人工智能 数据 算法 学术研究 分析报告
[Abstract]
Whether in the industry, or in the mass media reports, artificial
intelligence hot. For the academic community, we still have to maintain a sense of
balance, after all, this is not a society can speculation concept, although everyone
on the future of artificial intelligence full of expectations. Artificial
intelligence has two important basic factors to support, one is large enough to full
data, although the data is the need to continue to accumulate, including natural data,
including empirical data; the second is the algorithm, in different applications,
plus data The magnitude of the sample space is different, and the performance of the
different algorithms is different. This paper mainly focuses on the field of
artificial intelligence and data, and analyzes the overall research status of
academic circles over the years, with a view to making a summary statement on the
distribution of research in this field in breadth and depth.
[Key words] Artificial intelligence; Data; Algorithm; Academic research; Analysis
report
1 引言
1
方建勇 男，
1978
年生，
1998
年考入浙江大学数学系，中国工业与应用数学学会会员，中国物流学会会员，资深
IT
项目经理，资
深 IT 工程师，资深 DBA（大型数据库管理员），浙江大学历史系硕士研究生学历，浙江大学数学与应用数学专业本科毕业，理学
学士学位。
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