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arXiv 2109.09476cs.HCcs.AI
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基于平衡建模方法的网络浏览行为调控

Regulating Ruminative Web-browsing Based on the Counterbalance Modeling Approach

Shizuoka University(静冈大学)

Junya Morita, Thanakit Pitakchokchai, Giri Basanta Raj, Yusuke Yamamoto, Hiroyasu Yuhashi, Teppei Koguchi

摘要:

网络环境虽然方便了人们的日常生活,但由于与人类认知的不相容而导致的情感问题也日益严重。为了缓解网络使用过程中的负面情绪,我们开发了一个浏览器扩展,以网络广告的形式向用户展示记忆中的产品图像。该系统利用认知架构的自适应控制的正确的理性(ACT-R)作为一个模型的记忆和情感。心率传感器调节ACT-R模型参数:模型的情绪状态与用户的生理状态同步或平衡。实验表明,平衡模型抑制消极的沉思性网页浏览。作者声称,这种方法在可解释性方面是有利的。

英文摘要:

Even though the web environment facilitates daily life, emotional problems caused by its incompatibility with human cognition are becoming increasingly serious. To alleviate negative emotions during web use, we developed a browser extension that presents memorized product images to users, in the form of web advertisements. This system utilizes the cognitive architecture Adaptive Control of Thought-Rational (ACT-R) as a model of memory and emotion. A heart rate sensor modulates the ACT-R model parameters: The emotional states of the model are synchronized or counterbalanced with the physiological state of the user. An experiment demonstrates that the counterbalance model suppresses negative ruminative web browsing. The authors claim that this approach is advantageous in terms of explainability.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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