论文标题
一项有关会话搜索和生物医学应用的调查
A Survey on Conversational Search and Applications in Biomedicine
论文作者
论文摘要
本文旨在提供对话搜索（Convsearch）的根本性摘要，该方法是一种增强信息检索方法的方法，用户参与了有关信息寻求任务的对话。在这项调查中，我们主要集中在Convsearch系统的人类互动特征上，突出了动作模块的操作，可能是检索系统，提问和推荐系统。我们在知识库，自然语言处理和对话管理系统中标记了各种Convsearch研究问题以及动作模块。我们将该框架进一步分类为Convsearch，该应用程序用于用于利用临床社会技术的生物医学和医疗保健领域。最后，我们通过谈论Convsearch的挑战和问题，尤其是在生物医学中的问题来得出结论。我们的主要目的是提供来自不同领域的Convsearch组件的综合和统一愿景，这些愿景受益于医疗保健系统中的信息寻求过程。
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.
