Recommendation method for visual training

Abstract

The invention discloses a visual training recommendation method, and belongs to the technical field of visual training. The method comprises the following steps: step 1, acquiring information; step 2, the obtained information is processed; 3, constructing a model training data set; 4, representing the features of the user and the training item as sparse vectors; step 5, outputting the recommendation probability of the training item to the user, and optimizing model parameters of an embedding layer and a multi-head attention network layer; and step 6, constructing a recommendation probability matrix, and selecting training items with the first ten recommendation probabilities to form a visual training formula of the user. The visual training formula in the visual training system can be automatically generated, personalized requirements of users can be met, the training effect is improved, and the problems that resources of doctors and technicians are insufficient and the like are solved.

Description

technical field [0001] The invention belongs to the technical field of visual training, and particularly relates to a method for recommending visual training. Background technique [0002] Visual training refers to the use of optical or psychophysical methods to generate a certain cognitive load on the binocular visual system, thereby improving the visual function and visual comfort of the visual system, and achieving the purpose of improving and repairing abnormal binocular vision. [0003] The traditional visual training mainly focuses on training such as wearing glasses, covering, needle threading, and light stimulation, with single methods and little effect. In recent years, there have been more and more researches and applications of multimedia vision training systems, such as adaptive vision training systems for children and online vision training systems based on cognitive theory. [0004] The multimedia vision training systems currently on the market can provide use...

AI Technical Summary

Problems solved by technology

[0009] In view of the above-mentioned problems existing in the prior art, the purpose of the present invention is to provide a recommendation method for visual training, which can not only realize the automatic generation of visual training formulas in the visual training system, but also meet the individual needs of users and improve the training effect. and address issues such as insufficient resources for doctors and technicians

Images