网络搜索过程中的认知活动

Md. Hedayetul Islam Shovon, N. Nandagopal, J. Du, Vijayalakshmi Ramasamy, Bernadine Cocks
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引用次数: 3

摘要

上网搜索或上网冲浪是许多人日常生活的一部分,但人们对上网搜索时大脑的活动知之甚少。这些知识对于更好地理解搜索系统和搜索任务所施加的认知需求是必不可少的。目前的研究通过在三个Web搜索任务阶段(查询制定、查看搜索结果列表和阅读每个单独的内容页面)中使用归一化传递熵(NTE)从EEG数据构建脑网络来促进这一理解。这项研究进一步有助于对构建的脑网络的连通性分析,因为它是一种先进的定量技术,可以通过不同的脑区域来探索脑功能。通过这一方法,我们发现在网络搜索任务的三个阶段,认知活动是不同的,在网络搜索任务的三个阶段,不同的大脑区域变得更加活跃。值得注意的是,与查看结果列表或阅读内容页相比,查询公式在皮质区域之间产生了更高的交互。这些发现将对Web搜索引擎和搜索界面的改进产生影响。
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Cognitive Activity during Web Search
Searching on the Web or Net-surfing is a part of everyday life for many people, but little is known about the brain activity during Web searching. Such knowledge is essential for better understanding of the cognitive demands imposed by the search system and search tasks. The current study contributes to this understanding by constructing brain networks from EEG data using normalized transfer entropy (NTE) during three Web search task stages: query formulation, viewing of a search result list and reading each individual content page. This study further contributes to the connectivity analysis of the constructed brain networks, since it is an advanced quantitative technique which enables the exploration of brain function by distinct and varied brain areas. By using this approach, we identified that the cognitive activities during the three stages of Web searching are different, with various brain areas becoming more active during the three Web search task stages. Of note, query formulation generated higher interaction between cortical regions than viewing a result list or reading a content page. These findings will have implications for the improvement of Web search engines and search interfaces.
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