Chatbots are intelligent conversational computer systems designed to mimic human conversation to enable automated online guidance and support. The increased benefits of chatbots led to their wide adoption by many industries in order to provide virtual assistance to customers. Chatbots utilise methods and algorithms from two Artificial Intelligence domains: Natural Language Processing and Machine Learning. However, there are many challenges and limitations in their application. In this survey we review recent advances on chatbots, where Artificial Intelligence and Natural Language processing are used. We highlight the main challenges and limitations of current work and make recommendations for future research investigation.
翻译:聊天室是智能的谈话式计算机系统,旨在模仿人类对话,以便实现自动化在线指导和支持。聊天室的好处增加,导致许多行业广泛采用,以便向客户提供虚拟援助。聊天室利用两个人工智能领域的方法和算法:自然语言处理和机器学习。然而,在应用方面存在着许多挑战和限制。在本次调查中,我们审查了聊天室方面的最新进展,其中使用了人工智能和自然语言处理。我们强调了当前工作的主要挑战和局限性,并为今后的研究调查提出建议。