The embodiment of the invention provides an intelligent identification method and device for a force application action based on AI and multiple sensors, and relates to the technical field of computers. The method comprises the steps that multi-dimensional data corresponding to array nodes contained in a contact surface array in target
massage operation are obtained, the array nodes are arranged at equal intervals, and each array node except boundary nodes in the array nodes at least comprises a preset number of neighbor nodes; performing
feature extraction on the respective multi-dimensional data of each array node to obtain the respective initial
feature vector of each array node, and according to the spatial
adjacency relation of each array node, updating each obtained initial
feature vector to obtain an embedded vector of the target
massage operation; and fusing the
time sequence information and the space information of the embedded vector to obtain a target modeling vector, and determining a force application
action recognition result of the target
massage operation based on the target modeling vector. In this way, the force application action can be accurately quantified and recognized through the multi-dimensional data.