社會公益的人工智慧: 一項調查（Computer and Society)
- 2020 年 1 月 9 日
- 筆記
社會公益人工智慧(AI4SG)是一個研究主題，旨在利用人工智慧來解決社會問題，改善世界的福祉。在過去的十年中，AI4SG得到了研究領域的廣泛關注，並取得了一些成功的應用。基於迄今為止最全面的AI4SG文獻收集和超過1000篇論文的貢獻，我們提供了一個詳細的帳戶和分析的工作下的主題，如下：(1)我們定量分析了AI4SG文獻在應用領域和AI技術方面的分布和趨勢。(2)我們提出了三種概念方法來對現有的文獻進行系統分組，並在一個統一的框架內對AI4SG的八個應用領域進行分析。(3)我們提煉出五個研究主題，它們代表了不同應用領域中AI4SG面臨的共同挑戰。(4)我們討論了5個問題，希望能夠對AI4SG研究的未來發展有所啟發。
原文標題：Computers and Society：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
原文鏈接：https://arxiv.org/abs/2001.01818