Exercise prescription generation method based on improved collaborative filtering ItemCF algorithm
An exercise prescription and collaborative filtering technology, which is applied in computing, electrical digital data processing, special data processing applications, etc.
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[0106] Combined with the implementation below, from step 1 to step 5, an example is introduced to calculate the fitness of sports items to user input based on the improved collaborative filtering ItemCF algorithm:
[0107] Step 1.1,
[0108] Establish an exercise prescription exercise item database. Before using the invention to generate an exercise prescription for the first time, it is necessary to collect enough exercise prescription exercise items. The collection content of each exercise item includes the name of the exercise item, exercise prescription type, exercise effect, action object, and exercise intensity. , exercise duration, and exercise frequency; for example, the collection content of cycling sports is: the name of the sport is cycling, the type of exercise prescription is aerobic, and the exercise effects include fat loss and weight loss, exercise balance, decompression, and strength enhancement. For the whole body, the exercise intensity is 143bmp, the exerci...
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