Research and application of patent value rapid screening algorithm based on big data and neural network

Xinhua Zhao; Bo Li; Pingyang Jiao; Tao Han; Jianmin Zhang; Tao Liu

doi:10.1117/12.2662645

16 December 2022 Research and application of patent value rapid screening algorithm based on big data and neural network

Xinhua Zhao, Bo Li, Pingyang Jiao, Tao Han, Jianmin Zhang, Tao Liu

Author Affiliations +

Proceedings Volume 12500, Fifth International Conference on Mechatronics and Computer Technology Engineering (MCTE 2022); 125004V (2022) https://doi.org/10.1117/12.2662645
Event: 5th International Conference on Mechatronics and Computer Technology Engineering (MCTE 2022), 2022, Chongqing, China

Abstract

Compared with traditional patent data management and retrieval, this paper uses artificial intelligence and big data analysis methods to quickly screen out patents with high market promotion value from massive patent data. In addition, from the practical perspectives of promoting the transformation and promotion of achievements and improving the adaptability of patents to the needs of market development, this paper proposes a method for evaluating the value relationship between innovation and entrepreneurship achievements and patent operations. Through practical case verification, the method proposed in this paper can stimulate the potential value of patents and efficiently promote the commercialization and product transformation of patent achievements. This has reference significance for improving the transformation efficiency of scientific and technological achievements.

Citation Download Citation

Xinhua Zhao, Bo Li, Pingyang Jiao, Tao Han, Jianmin Zhang, and Tao Liu "Research and application of patent value rapid screening algorithm based on big data and neural network", Proc. SPIE 12500, Fifth International Conference on Mechatronics and Computer Technology Engineering (MCTE 2022), 125004V (16 December 2022); https://doi.org/10.1117/12.2662645

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