引言:推动HCAI向前发展

B. Shneiderman
{"title":"引言:推动HCAI向前发展","authors":"B. Shneiderman","doi":"10.1093/oso/9780192845290.003.0024","DOIUrl":null,"url":null,"abstract":"The central ideas of this book are the HCAI framework, design metaphors, and governance structures. These ideas clarify how human-centered thinking will help bring the powerful AI algorithms into widespread use by way of reliable, safe, and trustworthy systems. AI’s expansion from a focus on algorithms to include user experience design methods is happening in practitioner and research communities, which now regularly discuss ethics, responsible AI, fairness, explainability, and other topics. New research directions include boosting citizen science, stopping misinformation, and finding new treatments and vaccines for major diseases. The growth of research groups, conferences, journals, and research funding is an indication of interest in HCAI.","PeriodicalId":159193,"journal":{"name":"Human-Centered AI","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Introduction: Driving HCAI Forward\",\"authors\":\"B. Shneiderman\",\"doi\":\"10.1093/oso/9780192845290.003.0024\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The central ideas of this book are the HCAI framework, design metaphors, and governance structures. These ideas clarify how human-centered thinking will help bring the powerful AI algorithms into widespread use by way of reliable, safe, and trustworthy systems. AI’s expansion from a focus on algorithms to include user experience design methods is happening in practitioner and research communities, which now regularly discuss ethics, responsible AI, fairness, explainability, and other topics. New research directions include boosting citizen science, stopping misinformation, and finding new treatments and vaccines for major diseases. The growth of research groups, conferences, journals, and research funding is an indication of interest in HCAI.\",\"PeriodicalId\":159193,\"journal\":{\"name\":\"Human-Centered AI\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-01-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Human-Centered AI\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/oso/9780192845290.003.0024\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human-Centered AI","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/oso/9780192845290.003.0024","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本书的中心思想是HCAI框架、设计隐喻和治理结构。这些想法阐明了以人为本的思维将如何通过可靠、安全和值得信赖的系统,帮助强大的人工智能算法得到广泛应用。人工智能从专注于算法扩展到包括用户体验设计方法,这正在实践者和研究社区中发生,他们现在经常讨论道德、负责任的人工智能、公平性、可解释性和其他主题。新的研究方向包括促进公民科学,阻止错误信息,以及为重大疾病寻找新的治疗方法和疫苗。研究小组、会议、期刊和研究经费的增长表明了人们对HCAI的兴趣。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Introduction: Driving HCAI Forward
The central ideas of this book are the HCAI framework, design metaphors, and governance structures. These ideas clarify how human-centered thinking will help bring the powerful AI algorithms into widespread use by way of reliable, safe, and trustworthy systems. AI’s expansion from a focus on algorithms to include user experience design methods is happening in practitioner and research communities, which now regularly discuss ethics, responsible AI, fairness, explainability, and other topics. New research directions include boosting citizen science, stopping misinformation, and finding new treatments and vaccines for major diseases. The growth of research groups, conferences, journals, and research funding is an indication of interest in HCAI.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信