The estimated changes in the mind will cause the tree to distort and blur in real time!
We would like to introduce a case where we were responsible for the system planning, UI design, machine learning model, and application development of a system that estimates the "transience of the mind" from digital pen and biometric data. Focusing on drawing trees, we analyzed the collected data in real-time to estimate the transience of the mind and reflected it on the drawn tree. We collected pen data and biometric data to analyze the various ways of drawing trees, organizing common patterns, rare patterns, pen movements, and color usage. By combining the state of the canvas, user behavior, and biometric data, we developed a model to estimate how efficient or inefficient yet creative the user's behavior is, thereby estimating the transience of the mind. [Case Overview] - Organized common and rare patterns of trees, pen movements, and color usage. - Developed a model to estimate the efficiency or inefficiency yet creativity of user behavior by combining the state of the canvas, user behavior, and biometric data. *For more details, please refer to the related links or feel free to contact us.
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We aim to develop products and services with high UX through design consulting that generates ideas and designs using a human-centered design approach, and engineering that can realize (PoC, development, implementation) those designs. In product and service development, the challenges of what kind of system should be built and what kind of services should be provided can only be properly addressed through business design and planning, which are upstream processes beyond idea generation and requirement definition. To achieve this, the collaboration of both engineers and designers is essential. By having designers and engineers work together from the very beginning phases to design business and user experiences, we can create products that are user-friendly and functionally adequate, thus developing products that balance user experience and functionality. To realize this, our company focuses on having designers and engineers work as one team, rather than in separate roles, to pursue the creation of user-friendly products.