This paper aims to provide a radical rundown on Conversation Search (ConvSearch), an approach to enhance the information retrieval method where users engage in a dialogue for the information-seeking tasks. In this survey, we predominantly focused on the human interactive characteristics of the ConvSearch systems, highlighting the operations of the action modules, likely the Retrieval system, Question-Answering, and Recommender system. We labeled various ConvSearch research problems in knowledge bases, natural language processing, and dialogue management systems along with the action modules. We further categorized the framework to ConvSearch and the application is directed toward biomedical and healthcare fields for the utilization of clinical social technology. Finally, we conclude by talking through the challenges and issues of ConvSearch, particularly in Bio-Medicine. Our main aim is to provide an integrated and unified vision of the ConvSearch components from different fields, which benefit the information-seeking process in healthcare systems.
翻译:本文旨在提供一个关于对话搜索(Convearch)的彻底快速运行(Convention Search),这是一种加强信息检索方法的方法,用户可借此参与信息搜索任务的对话。在这次调查中,我们主要侧重于ConvSearch系统的人的交互特征,突出行动单元的运作,很可能是检索系统、问题查询和建议系统。我们在知识基础、自然语言处理和对话管理系统以及行动模块中标出了各种ConvSearch研究问题。我们进一步将框架归类为ConvSearch,应用针对生物医学和保健领域,以便利用临床社会技术。最后,我们通过讨论ConvSearch的挑战和问题,特别是在生物医学领域。我们的主要目的是提供不同领域的ConvSearch组成部分的综合和统一愿景,使保健系统的信息查询进程受益。