神经传感:了解对地点的情感反应的新方法

IF 2.1 3区 地球科学 Q2 GEOGRAPHY Transactions in GIS Pub Date : 2024-09-14 DOI:10.1111/tgis.13244
Bo Zhao, Jiaxin Feng, Yuzhi Sun, Xiaohui Chang, Shih‐Lung Shaw
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引用次数: 0

摘要

随着 GIS 逐渐渗透到我们的日常生活中,将情感因素纳入 GIS 技术的设计和使用变得越来越重要。虽然现有的方法(如自我报告和人工智能增强技术)在收集情感因素方面非常普遍,但它们往往忽略了实时情感细微差别以及与地理参考数据和其他伴随数据的同步性。为了弥合这一差距,我们引入了 "神经传感",这是一种将脑电图(EEG)与地理信息系统(GIS)技术相结合的新方法,用于定量测量对地点的情绪反应。这种方法提供了一个独特的视角,可以在物理与虚拟的混合环境中了解人类的动态,尤其是通过深入了解我们的精神世界。为了证明神经传感技术的实用性,我们设计了一项试验性实证研究,分析对地理环境的情感反应。这种方法拓宽了地理信息系统方法论的领域,从遥感和社会传感到神经传感方法。通过这项研究,我们强调了物理-虚拟混合世界中心理层面的重要性,并鼓励 GIS 科学家在 GIS 分析中重视人类的体验和感受。
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Neural Sensing: Toward a New Approach to Understanding Emotional Responses to Place
As GIS progressively permeates our everyday lives, it becomes increasingly significant to incorporate emotional factors into the design and use of GIS technologies. While existing methods such as self‐report and AI‐enhanced techniques prevail in collecting emotional factors, they often miss real‐time emotional nuances and synchronization with geographically referenced and other accompanying data. To bridge this gap, we introduce “Neural Sensing,” a novel approach that combines Electroencephalogram (EEG) with GIS technologies to quantitatively measure emotional responses to places. This approach offers a unique lens to understand human dynamics in a hybrid physical–virtual realm, especially by delving into our mental worlds. To demonstrate the utility of Neural Sensing, we have designed a pilot empirical study to analyze emotional reactions to geographical environments. This approach broadens the domain of GIS methodologies from remote sensing and social sensing to a neural sensing approach. Through this study, we underscore the importance of the mental dimension of the hybrid physical–virtual world and encourage GIScientists to emphasize human experiences and feelings in GIS analyses.
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来源期刊
Transactions in GIS
Transactions in GIS GEOGRAPHY-
CiteScore
4.60
自引率
8.30%
发文量
116
期刊介绍: Transactions in GIS is an international journal which provides a forum for high quality, original research articles, review articles, short notes and book reviews that focus on: - practical and theoretical issues influencing the development of GIS - the collection, analysis, modelling, interpretation and display of spatial data within GIS - the connections between GIS and related technologies - new GIS applications which help to solve problems affecting the natural or built environments, or business
期刊最新文献
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