Ethical Chatbot Design for Reducing Negative Effects of Biased Data and Unethical Conversations

J. Bang, S. Kim, Jang Won Nam, Dong-Geun Yang
{"title":"Ethical Chatbot Design for Reducing Negative Effects of Biased Data and Unethical Conversations","authors":"J. Bang, S. Kim, Jang Won Nam, Dong-Geun Yang","doi":"10.1109/PlatCon53246.2021.9680760","DOIUrl":null,"url":null,"abstract":"AI technology is being introduced into various public and private service domains, transforming existing computing systems or creating new ones. While AI technologies can provide benefits to humans and society, the unexpected consequences (e.g., malfunctions) of AI systems can cause social losses. For this reason, research on ethical design for the development of AI-based systems is becoming important. In this paper, from existing studies on AI ethics, general guidelines such as transparency, explainability, predictability, accountability, fairness, privacy, and control for the ethical design of AI systems are reviewed. And, based on the ethical design guidelines, we discuss ethical design to reduce the negative effects of biased data and unethical dialogues in AI-based conversational chatbots.","PeriodicalId":344742,"journal":{"name":"2021 International Conference on Platform Technology and Service (PlatCon)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Platform Technology and Service (PlatCon)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PlatCon53246.2021.9680760","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

AI technology is being introduced into various public and private service domains, transforming existing computing systems or creating new ones. While AI technologies can provide benefits to humans and society, the unexpected consequences (e.g., malfunctions) of AI systems can cause social losses. For this reason, research on ethical design for the development of AI-based systems is becoming important. In this paper, from existing studies on AI ethics, general guidelines such as transparency, explainability, predictability, accountability, fairness, privacy, and control for the ethical design of AI systems are reviewed. And, based on the ethical design guidelines, we discuss ethical design to reduce the negative effects of biased data and unethical dialogues in AI-based conversational chatbots.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
减少有偏见的数据和不道德的对话的负面影响的道德聊天机器人设计
人工智能技术正在被引入各种公共和私人服务领域,改变现有的计算系统或创建新的计算系统。虽然人工智能技术可以为人类和社会带来好处,但人工智能系统的意外后果(例如故障)可能会造成社会损失。因此,研究基于人工智能的系统开发的伦理设计变得非常重要。本文从现有的人工智能伦理研究中,回顾了人工智能系统伦理设计的一般准则,如透明度、可解释性、可预测性、问责性、公平性、隐私性和控制。并且,基于道德设计准则,我们讨论了道德设计,以减少基于人工智能的会话聊天机器人中有偏见的数据和不道德对话的负面影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Automatic Stroke Medical Ontology Augmentation with Standard Medical Terminology and Unstructured Textual Medical Knowledge [PlatCon 2021 Front cover] Transparent Web of Things Discovery in Constrained Networks based on mDNS/DNS-SD [Copyright notice] Design and Implementation of Real-time Bio Signals Management System based on HL7 FHIR for Healthcare Services
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1