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人工智能技术赋能心理学研究的现状、途径及挑战

The Status, Approach and Challenges of Artificial Intelligence-Empowered Psychological Research

摘要:人类已经进入人工智能时代,开展日益复杂的心理学研究亟需创新性的数据收集和处理手段,人工智能及相关技术能够进行生态化、动态、多元、精准的数据收集,并能够处理海量、多模态的数据,可以弥补传统心理学研究手段的不足。因此,与人工智能的结合是未来心理学发展的一大方向。同时,在心理学的智能化进程中也不能过度依靠数据驱动的研究方法。融合自上而下的理论驱动和自下而上的数据驱动手段在智能化心理学研究中也是至关重要的。

英文摘要:Human beings have entered the era of artificial intelligence (AI), and it is in urgent need of innovative data collection and processing methods to carry out increasingly complex psychological research. AI and related technology can help collect more ecologically valid, dynamic, diverse, and accurate data, and analyze massive and multi-modal data, which makes up for the deficiency of traditional methods. Therefore, incorporating AI is a major direction of the future development of psychological research. In the meantime, it is also important to not rely too much on an AI-based data-driven approach. The integration of top-down theory-driven and bottom-up data-driven approaches is also crucial in intelligent psychological research.

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[V1] 2022-09-19 22:18:20 chinaXiv:202209.00132V1 下载全文
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