What is it about?
The paper includes the following topics. - Discussion on the relation between natural human memory and technologically enhanced memory - Design of Web ads presentation to improve users' mental health - Application of a computational model of human cognition and emotion - Design of Bio-feedback (heart-rate) system connecting the computational model of human mental process - Evaluation of the system using mood induction technique, heart rate, and gaze information
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Why is it important?
We proposed a desirable relation between technology and humans as a counterbalancing model, where the system performs opposite patterns of behavior estimated from the current user's state. This approach is different from the current information environment (e.g., recommendations or searching engine), where the system aims to satisfy the user's current desires (intentions).
Perspectives
The paper was written by a multidisciplinary research team where the members' specialties include computational cognitive science, information retrieval, personal data economy, and marketing science. I hope this paper is read by people in a wide range of fields interested in humans and the current information environment issues.
Junya Morita
Shizuoka Daigaku
Read the Original
This page is a summary of: Regulating Ruminative Web Browsing Based on the Counterbalance Modeling Approach, Frontiers in Artificial Intelligence, February 2022, Frontiers,
DOI: 10.3389/frai.2022.741610.
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