The recommendation algorithm based on Singular Value Decomposition (SVD)++ is a widely used algorithm for its good prediction performance. However. with the rapid increase of data in smart societies. the poor computational performance of the SVD++ recommendation algorithm becomes a prominent disadvantage. https://midwaysportes.shop/product-category/collections/