The work aims to solve the problem of how to quickly define the needs of product research and development and determine the innovative design direction of new products by the method of constructing the patent knowledge graph of fitness products. Based on the public patent database of the Intellectual Property Office, the TF-IDF algorithm was used to summarize the hot