论文标题
人工智能的社会善良：一项调查
Artificial Intelligence for Social Good: A Survey
论文作者
论文摘要
社会善良（AI4SG）的人工智能是一个研究主题，旨在利用和推进人工智能来解决社会问题并改善世界的福祉。在过去的十年中，AI4SG通过几个成功的应用程序受到了研究社区的广泛关注。在迄今为止最全面的AI4SG文献收藏的基础上，我们以1000多篇论文贡献了论文，我们通过以下方式对主题下的作品进行了详细的帐户和分析。 （1）我们根据所使用的应用域和AI技术来定量分析AI4SG文献的分布和趋势。 （2）我们提出了三种概念方法，以系统地对现有文献进行分组，并在统一框架中分析八个AI4SG应用程序域。 （3）我们提炼了五个研究主题，这些研究主题代表了AI4SG在各个应用领域中的共同挑战。 （4）我们希望，我们希望可以阐明AI4SG研究的未来发展的五个问题。
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.
