多质融合心理测量技术的发展与挑战

Development and challenges of neuro-stimulus fusion to consciousness

多质融合心理测量技术研究已经走过八年的历程,它没有摒弃心理测量这一传统意识活动的研究手段,而是通过增加现代认知神经技术和人工智能技术元素,赋予这项传统研究新的生命。本文通过回顾心理测量与意识研究关系的历史渊源,从多质融合心理测量技术的基本思想和意识研究观两个方面论述了多质融合的理论基础及研究价值,随后围绕意识唤醒效应、自然语料库建立、多质数据融合分析三个多质融合的研究方向,阐述了多质融合的研究方法、研究进展及存在的挑战。多质融合心理测量是一项创新性工作,它将为传统心理测量技术带来崭新的发展前景。然而,其最大的挑战是多质数据融合模型的构建与标准确立,这将是多质融合心理测量走向应用的壁垒。

The research of neuro-stimulus fusion to consciousness(NSFC)has gone through eight years.It does not abandon psychological measurement,one of the traditional methods of consciousness research,but gives new life to this traditional research by adding modern cognitive neurotechnology and artificial intelligence technology elements.By reviewing the historical origin of the relationship between psychometrics and consciousness research,this paper discusses the theoretical basis and research value of NSFC from two aspects:the basic idea of NSFC and the concept of consciousness research.Then,it expounds the research methods,research progress and existing challenges of NSFC from three research directions:consciousness awakening effect,establishment of natural corpus and analysis of multi-model data fusion.NSFC is an innovative work,which will bring new prospects for the development of traditional psychometrics.However,the biggest challenge is the construction and standard establishment of multi-modal data fusion model,which becomes a barrier to the application of this technology.