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arXiv 1802.09100cs.AIcs.HC
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聊天机器人可以决定我的饮食吗?:解决Chatbot应用于膳食推荐的挑战

Can a Chatbot Determine My Diet?: Addressing Challenges of Chatbot Application for Meal Recommendation

University of Trento(特伦托大学)

Ahmed Fadhil

摘要:

营养不良会导致免疫力下降,增加对疾病的易感性,损害身心发育,降低生产力。会话代理可以作为虚拟教练支持人们,但是构建这样的系统仍然有其相关的挑战和限制。本文描述了在健康营养推荐的背景下聊天机器人系统的背景和动机。我们讨论了当前与聊天机器人应用相关的挑战,我们解决了挑战的技术,理论,行为和社会方面。然后,我们提出了一个管道,供开发人员作为指导方针,以实现理论和技术上强大的聊天机器人系统。

英文摘要:

Poor nutrition can lead to reduced immunity, increased susceptibility to disease, impaired physical and mental development, and reduced productivity. A conversational agent can support people as a virtual coach, however building such systems still have its associated challenges and limitations. This paper describes the background and motivation for chatbot systems in the context of healthy nutrition recommendation. We discuss current challenges associated with chatbot application, we tackled technical, theoretical, behavioural, and social aspects of the challenges. We then propose a pipeline to be used as guidelines by developers to implement theoretically and technically robust chatbot systems.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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