The invention discloses an intelligent ring
early warning system for multi-dimensional hand action monitoring, and relates to the technical field of intelligent rings, and the
system comprises a
data acquisition module, a gesture extraction module, a behavior judgment module, an early warning module and a personalized module. According to the invention, scene-based and personalized judgment is adopted, and
addiction critical points in different situations are accurately adapted, the behavior judgment module calculates behavior diversity indexes based on the distribution of three types of hand operation units and dynamically judges the
addiction risk in combination with scene information and a personalized attention baseline, and the personalized module dynamically judges the
addiction risk through clustering analysis of historical behaviors of a user. Different use scenes are divided, and the exclusive judgment
base line of each scene is continuously updated, so that the
system not only can adapt to
risk identification of easily addicted scenes, but also can dynamically adjust the judgment standard along with user behavior
habit changes, it is ensured that critical points about to be addicted can be accurately perceived in various scenes, misjudgment or missed judgment caused by general standards is avoided, and the user experience is improved. And the early warning accuracy is improved.