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The influence of context on information processing

机译:背景对信息处理的影响

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The main research question of this study is how the processing of information relates to different contextual characteristics. More specifically, how the context is associated with efficiency of information processing (success and speed), size of chunks, speed of chunk processing and the recall of a chunk. The research domain was the game of chess. The efficiency of information processing and the chunk characteristics were defined with the reconstruction of sequences of chess moves. Context variables were defined using a slightly adapted chess program. Variables on information dispersion, deviation, complexity and positivity were extracted in each chess position. Overall, the results showed that higher dispersion and complexity and lower positivity of information in a context lead to less efficient information processing. The results support the assumptions of the cognitive load theory about the negative effects of external factors burden on information processing and working memory. Our results also support the ACT-R theory, which suggests that more frequent information has a higher activation level and can therefore be retrieved more easily and quickly. The results are also congruent with the positivity effect, which proposes that it is easier to remember positive information than negative information. The findings of our study can be beneficial for the development of intelligent tutoring systems and the design of human-computer interaction systems.
机译:本研究的主要研究问题是如何处理信息的关系涉及不同的上下文特征。更具体地,上下文如何与信息处理的效率(成功和速度),块大小,块处理的速度和块的召回的效率相关联。研究领域是国际象棋的游戏。利用国际象棋序列的重建定义了信息处理的效率和块特征。使用略微适应的国际象棋程序定义上下文变量。在每个棋子位置提取信息分散,偏差,复杂性和阳性的变量。总体而言,结果表明,在上下文中的信息较高的分散和复杂性和较低的阳性导致更有效的信息处理。结果支持认知负荷理论对信息处理和工作记忆的负担负担的负面影响的假设。我们的结果还支持ACT-R理论,这表明更频繁的信息具有更高的激活水平,因此可以更容易且快速地检索。结果也与积极效应一致,这提出了比否定信息更容易记住积极信息。我们研究的调查结果可能有利于开发智能辅导系统和人机交互系统的设计。

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