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首页> 外文会议>IEEE International Conference on Mobile Data Management >A Chatbot for Psychiatric Counseling in Mental Healthcare Service Based on Emotional Dialogue Analysis and Sentence Generation
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A Chatbot for Psychiatric Counseling in Mental Healthcare Service Based on Emotional Dialogue Analysis and Sentence Generation

机译：基于情感对话分析和句子生成的心理医疗咨询中的聊天机器人

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There are early studies to attempt users for psychiatric counseling with chatbot. They lead to changes in drinking habit based on intervention approach via chat bot. The application does not consider the user's psychiatric status through the conversations, continuous user monitoring, and ethical judgment in the intervention. We contend that more accurate and continuous emotion recognition gives better satisfaction to users who need mental health care. In addition, appropriate clinical psychological response based on ethical responses is as well. We suggest a conversational service for psychiatric counseling that is adapted methodologies to understand counseling contents based on of high-level natural language understanding (NLU), and emotion recognition based on multi-modal approach. The methodologies enable continuous observation of emotional changes sensitively. In addition, the case-based counseling response model that combines ethical judgment model provides a suitable response to clinical psychiatric counseling.
机译：有一些早期研究试图通过聊天机器人尝试向用户提供心理咨询。他们通过聊天机器人的干预方法导致了饮酒习惯的改变。该应用程序不会通过对话，持续的用户监视和干预中的道德判断来考虑用户的精神状态。我们认为，更准确，更连续的情感识别可以为需要精神保健的用户带来更好的满意度。另外，基于伦理反应的适当临床心理反应也是合适的。我们建议针对精神病咨询的对话服务，该方法应采用适合于基于高级自然语言理解（NLU）和基于多模式方法的情绪识别的方法来理解咨询内容的方法。该方法可以敏感地连续观察情绪变化。此外，结合了道德判断模型的基于案例的咨询响应模型为临床精神病咨询提供了合适的响应。

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