社会公益的人工智能:一项调查（CS CY）
- 2020 年 1 月 14 日
- 笔记
社会公益人工智能(AI4SG)是一个研究主题，旨在利用和促进人工智能来解决社会问题，改善世界的福祉。在过去的十年中，AI4SG得到了研究领域的广泛关注，并取得了一些成功的应用。基于迄今为止最全面的AI4SG文献收集和超过1000篇论文的贡献，我们提供了一个详细的帐户和分析的工作下的主题如下。(1)定量分析了AI4SG文献在应用领域和AI技术方面的分布和趋势。(2)我们提出了三种概念方法来对现有的文献进行系统的分组，并在一个统一的框架内对AI4SG的八个应用领域进行分析。(3)我们提炼出五个研究主题，它们代表了不同应用领域中AI4SG面临的共同挑战。(4)我们讨论了5个问题，希望能够对AI4SG研究的未来发展有所启发。
原文题目：Artificial Intelligence for Social Good: A Survey
原文：Artificial intelligence for social good (AI4SG) is a research theme that aims to use and advance artificial intelligence to address societal issues and improve the well-being of the world. AI4SG has received lots of attention from the research community in the past decade with several successful applications. Building on the most comprehensive collection of the AI4SG literature to date with over 1000 contributed papers, we provide a detailed account and analysis of the work under the theme in the following ways. (1) We quantitatively analyze the distribution and trend of the AI4SG literature in terms of application domains and AI techniques used. (2) We propose three conceptual methods to systematically group the existing literature and analyze the eight AI4SG application domains in a unified framework. (3) We distill five research topics that represent the common challenges in AI4SG across various application domains. (4) We discuss five issues that, we hope, can shed light on the future development of the AI4SG research.
原文作者：Zheyuan Ryan Shi, Claire Wang, Fei Fang
原文地址：https://arxiv.org/abs/2001.01818
