Smart Coach—A Recommendation System for Young Football Athletes

A Systematic Literature Review of Intelligent Data Analysis Methods for Smart Sport Training

“…The least research was related to the planning phase of the training, where the real human coaches still prevail. The planning phase research was related to creating training (exercise) plannin g (e.g., [55][56][57]61,106,126]), nutrition planning (e.g., [55,151]), and full framework approaches (e.g., [78,131,145]), which were related to all training phases. Identifying (2.RQ ) the most SST supported sports research was presented previously on the Figure 5, where it was shown that the most research was done in the domains of soccer (12 papers • [78-89]), running (11 papers • [64-74]), and weight lifting (9 papers • [110][111][112][113][114][115][116][117][118]).…”

“…Soccer was also the most popular individual sport researched in the SST research, and was the focus of research in 12 different papers (Table 11). All of the training stages were researched at least once in the field of soccer training research, with one research study [78] related to all the phases of training research. Some of the main researched topics include: injury prediction, prevention and recovery [79][80][81], match analysis [82][83][84], and performed training analysis [85][86][87].…”

AI Coach: Deep Human Pose Estimation and Analysis for Personalized Athletic Training Assistance

“…Найменше досліджень було пов'язано з фазою планування тренувань, де досі переважають живі тренери. Дослідження на етапі планування присв'ячені створенню планів тренувань (фізичних вправ) [97], [98], [99], планування харчування [100] та комплексному формуванню [101], [102]. -Планування -відсутні дослідження щодо баскетболу, метання молота, веслування, настільного тенісу, тенісу, скелелазіння, гольфу, хокею, карате, стрибків на лижах, лижного спорту та йоги.…”