图书情报知识 ›› 2022, Vol. 39 ›› Issue (5): 144-156.doi: 10.13366/j.dik.2022.05.144

• 知识、学习与管理 • 上一篇    

聊天机器人在公共部门管理中的应用研究综述

姚清晨,黄璜   

  • 出版日期:2022-09-10 发布日期:2022-12-04

Literature Review of Chatbot Application in Public Sector Management

  • Online:2022-09-10 Published:2022-12-04

摘要:  [目的/意义]随着政府数字化转型的不断推进,聊天机器人技术被越来越多的公共部门采用,应用于各种治理场景,对研究现状进行梳理和分析,有助于了解新兴技术应用趋势,并为进一步探索提供研究借鉴。[研究设计/方法]首先进行文献调查,从Web of Science、中国知网和谷歌学术等数据库以及未名学术等网站中,收集与聊天机器人在公共部门应用相关的文章;然后用归纳法将当前公共部门应用聊天机器人相关研究归纳为四个方面,即定义与分类、价值与限度、主要应用场景、影响因素与用户信任及其评估。[结论/发现]对于公共部门,聊天机器人具有一般性和特别性两个方面的应用价值,同时存在技术和应用两个方面的限度,相关应用场景主要围绕公共信息服务与政民互动、政府数据开放与数据管理、突发公共事件应急管理等展开。聊天机器人的应用以及用户对聊天机器人的信任受到环境、组织、技术等诸多外部因素的影响,相应的评估框架与测评指标也涉及效率、有效性和满意度等诸多方面。[创新/价值]多维度阐述公共部门应用聊天机器人研究进展,分析研究要点和不足之处,提出未来研究方向,为后续研究提供参考。


关键词: 聊天机器人, 智能问答机器人, 公共部门, 数字政府, 智能化

Abstract: [Purpose/Significance] With the continuous advancement of the government's digital transformation, chatbot technology has been increasingly adopted by public sectors and applied in various governance scenarios. This study seeks to comb and analyze the research status to understand the application trend of emerging technologies and provide research reference for further exploration. [Design/Methodology] Literature research is first conducted to collect the current research articles related to the application of chatbots in the public sector published before October 6, 2022 from databases of Web of Science, CNKI, Google Scholar PKU Scholar and other websites.Inductive method is then used to summarize current research from four aspects: definition and classification, value and limit, main application scenarios, influencing factors, user trust and evaluation. [Findings/Conclusion] For the public sector, chatbots have both value in general and specific applications, but there are limitations in technology and application. The related application scenarios mainly focus on public information service and interaction between government and people, open government data  and data management, public emergency management. The application of chatbots and users' trust in chatbots are affected by many external factors such as environment, organization, technology and so on. The corresponding evaluation frameworks and indicators also involve efficiency, effectiveness, satisfaction and other aspects. [Originality/Value] This paper expounds the research progress of chatbots application in public sector from multiple dimensions, analyzes the key points and shortcomings of the research, and puts forward future research directions, so as to provide reference for subsequent research.


Key words: Chatbot, Intelligent question&, answering robot, Public sector, Digital government, Intelligentialize