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Research on the Innovation Trend Direction of Fitness Products Based on the Construction Method of Patent Knowledge Graph
Shuwei Yu, Jiongzhou Weng, Feiyang Liu, Hao Huo, Jinwei Lu, Jinhong Hu, Ming Zhang, Yue Wu
70 - 80
10.3233/FAIA231426
Research Article
Frontiers in Artificial Intelligence and Applications
Volume 383: Design Studies and Intelligence Engineering
Abstract

To accelerate fitness product development and innovation, we propose a patent knowledge graph. Using a patent database and TF-IDF, we identify key areas and terms. This forms a keyword graph with inflation word analysis, guiding innovation direction. Applying this to fitness rowing machine innovation identifies needs. Empowering R&D for swift decisions enhances competitiveness.

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