基于多模态认知的安全警示标识认知效率和场景优化

    Multimodal Cognition-Driven Optimization of Comprehension Efficiency and Situational Placement for Safety Warning Signs

    • 摘要: 针对复杂施工环境下安全警示标识认知效率不足的问题,构建眼动追踪与主观问卷相结合的多模态评估框架,利用两者融合分析,系统量化警示牌在井下受限空间、地表开阔区及亮暗交界带等真实场景中的注意力分配规律。研究发现,狭窄通道中部警示牌显著提升视觉捕获效率,地表施工区5 ~ 7 m高度布局可平衡遮挡与可见性矛盾,昏暗环境视觉捕捉强度显著低于明亮环境,而亮暗交界处亮区吸引首次注视速度更快。LED灯牌的干扰导致警示牌认知深度显著衰减,总注视时间减少71%、注视次数降低73%,揭示其视觉干扰效应,弥补了现有研究多关注静态标识特性的不足。因此,针对复杂水利水电施工环境,应建立“狭窄居中、开阔置下、地表中高、趋光防扰”的安全警示适配场景,可有效提升工作人员的安全认知,降低事故风险。

       

      Abstract: Addressing the issue of insufficient comprehension efficiency of safety warning signs in complex construction environments, the research constructs a multimodal assessment framework combining eye-tracking and subjective questionnaires, and employs integrated analysis of both to systematically quantify the patterns of attention allocation toward warning signs in real-world scenarios such as confined underground spaces, open surface areas, and light-dark transition zones. The research finds: warning signs placed centrally in narrow passages significantly enhance visual capture efficiency; a layout at heights of 5-7 meters in surface construction zones can balance the conflict between occlusion and visibility; visual capture intensity is significantly lower in dim environments compared to bright ones, while bright areas within light-dark transition zones attract initial fixation faster. Interference from LED signs leads to a significant attenuation in the cognitive depth of warning signs, with total fixation duration reduced by 71% and fixation count decreased by 73%, revealing their attentional resource competition effect and compensating for the inadequacy of existing research that predominantly focuses on static sign characteristics. Therefore, for complex water conservancy and hydropower construction environments, establishing context-adapted safety warning strategies characterized by "centrally in narrow spaces, lower in open areas, medium-high on surfaces, and proximity to light sources while preventing interference" can effectively enhance workers' safety awareness and reduce accident risks.

       

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