人工智能与心理健康:评论文章

Debajani Deka
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引用次数: 0

摘要

人工智能一词最初是由计算机科学家约翰-麦卡锡提出的,他将其定义为制造智能机器的科学和工程。这位 "人工智能之父 "在 1950 年撰写了一篇题为 "计算机械与智能 "的文章,讨论了将机器视为智能机器的原因。人工智能有助于加快疾病检测。它有助于了解疾病的进展,改进药物/治疗剂量,发现创新的治疗方法。大多数用于精神病风险筛查的人工智能工具是聊天机器人和大规模社交媒体数据分析。聊天机器人是一种基于自然语言处理技术的计算机程序,允许以文本对话的形式进行人机交互。世界上第一个聊天机器人 ELIZA 设计于 20 世纪 60 年代,它通过识别用户输入文本中的关键字来响应特殊规则。心理保健领域的聊天机器人包括 Tess、Florence、Buoy Health 和 Your。Md.除了自然语言处理,聊天机器人采用的机器学习方法还包括自然语言理解、人工神经网络和递归神经网络。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence and mental health: a review article
The term AI was originally coined by a computer scientist, John McCarthy, who defined it as the science and engineering of making intelligent machines. The father of AI authored a 1950 article, “Computing Machinery and intelligence” that discussed the reasons for considering a machine to be intelligent. Artificial intelligence is useful to facilitate faster disease detection. It helps to understand disease progression, improve medication/treatment dosages, and discover innovative treatments. The artificial intelligence tools mostly used for psychosis risk screening are chatbots and large-scale social media data analysis. Chatbot is a computer program that allows human-computer interactions in the form of textual dialogue based on the technology of natural language processing. The world's first chatbot, ELIZA, was designed in the 1960s and responds to special rules by recognizing keywords in user-entered text. Chatbots in the mental healthcare field include Tess, Florence, Buoy Health, and Your. Md. In addition to natural language processing, the machine learning methods adopted by chatbots also include natural language understanding, artificial neural networks, and recurrent neural networks.
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