Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on artificial intelligenc e is the subject of a new report. According to news originating from Zhejiang, P eople’s Republic of China, by NewsRx editors, the research stated, “This paper c onstructs a patent value assessment model for colleges and universities from two perspectives of: value identification and price prediction.” Our news correspondents obtained a quote from the research from Shaoxing Univers ity: “Firstly, 10 indicators are selected from 3 dimensions of technology, econo my, and law. Then it combines the artificial way of entropy weight TOPSIS model and the machine learning way of gradient boosting tree to realize the identifica tion of the value of university patents and the grading of the economic value of university patents. After analyzing, it can be seen that after pre-processing t he data, 10 feature items related to patent value and useful for evaluation are screened out, and the highest weights of the number of homologous patents and th e number of citations indicators are 0.1826 and 0.1274, respectively, which have the greatest influence on the economic value of high-value patents of colleges and universities. In the range of 4901-7071 of high-value patents, the assessmen t results fluctuated in the range of 1.3754-2.8395.”
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