The invention relates to the technical field of treatment and healing of depression patients, and discloses a depression patient AI treatment and healing interaction and note generation method based on
natural language processing, which comprises the following steps: step 1, constructing a
natural language processing model; step 2, psychological assessment and emotion analysis; 3, a personalized
chemotherapy healing
interaction strategy; step 4, a note generation function; and 5, evaluating and feeding back the
treatment effect. According to the depression patient AI healing interaction and note generation method based on
natural language processing, depression healing is converted into an online
reinforcement learning problem, the
rehabilitation effect of the patient is taken as an instant reward, an
interaction strategy is taken as an action space, the quality of a strategy
library is automatically improved through continuous iteration, and compared with static script type dialogue, the method has the advantages that the efficiency is greatly improved; the
system can dynamically adjust parameters according to three factors of emotion level improvement, interaction duration and satisfaction, achieves the purpose of'understanding patients more than using ', enables a strategy
library to be periodically and globally retrained after a large amount of crowd data is converged, remarkably shortens the single-time healing effectiveness time, and improves the overall
rehabilitation efficiency.