{"title":"基于技术接近网络的专利价值提升:医疗保健领域人工智能的实证分析","authors":"Ben Zhang, Chenxu Ming","doi":"10.1177/09717218231160441","DOIUrl":null,"url":null,"abstract":"Patent value plays an important role in the open innovation system, which can stimulate enthusiasm for research and development investment and innovation collaboration. High-value patents on artificial intelligence for healthcare can attract venture capital and encourage more enterprises to conduct research and development, thus driving the development of related industrial clusters for a smart medical system. This study focused on the mechanism of impacting the patent value from the perspective of technological proximity and made an empirical analysis by using patent data and multiple ordinary least squares regression models. The results showed that the technological proximity network extracted from patent data significantly affected patent value through the centrality measurements of patent nodes in the proximity network. Finally, the study also provided some implications for the formulation of research and development planning and technological innovation policies.","PeriodicalId":45432,"journal":{"name":"Science Technology and Society","volume":null,"pages":null},"PeriodicalIF":1.7000,"publicationDate":"2023-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Patent Value Promotion Based on the Technology Proximity Network: An Empirical Analysis of Artificial Intelligence for Healthcare\",\"authors\":\"Ben Zhang, Chenxu Ming\",\"doi\":\"10.1177/09717218231160441\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Patent value plays an important role in the open innovation system, which can stimulate enthusiasm for research and development investment and innovation collaboration. High-value patents on artificial intelligence for healthcare can attract venture capital and encourage more enterprises to conduct research and development, thus driving the development of related industrial clusters for a smart medical system. This study focused on the mechanism of impacting the patent value from the perspective of technological proximity and made an empirical analysis by using patent data and multiple ordinary least squares regression models. The results showed that the technological proximity network extracted from patent data significantly affected patent value through the centrality measurements of patent nodes in the proximity network. Finally, the study also provided some implications for the formulation of research and development planning and technological innovation policies.\",\"PeriodicalId\":45432,\"journal\":{\"name\":\"Science Technology and Society\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2023-04-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Science Technology and Society\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1177/09717218231160441\",\"RegionNum\":4,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Science Technology and Society","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1177/09717218231160441","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MANAGEMENT","Score":null,"Total":0}
Patent Value Promotion Based on the Technology Proximity Network: An Empirical Analysis of Artificial Intelligence for Healthcare
Patent value plays an important role in the open innovation system, which can stimulate enthusiasm for research and development investment and innovation collaboration. High-value patents on artificial intelligence for healthcare can attract venture capital and encourage more enterprises to conduct research and development, thus driving the development of related industrial clusters for a smart medical system. This study focused on the mechanism of impacting the patent value from the perspective of technological proximity and made an empirical analysis by using patent data and multiple ordinary least squares regression models. The results showed that the technological proximity network extracted from patent data significantly affected patent value through the centrality measurements of patent nodes in the proximity network. Finally, the study also provided some implications for the formulation of research and development planning and technological innovation policies.
期刊介绍:
Science, Technology and Society is an international journal devoted to the study of science and technology in social context. It focuses on the way in which advances in science and technology influence society and vice versa. It is a peer-reviewed journal that takes an interdisciplinary perspective, encouraging analyses whose approaches are drawn from a variety of disciplines such as history, sociology, philosophy, economics, political science and international relations, science policy involving innovation, foresight studies involving science and technology, technology management, environmental studies, energy studies and gender studies. The journal consciously endeavors to combine scholarly perspectives relevant to academic research and policy issues relating to development. Besides research articles the journal encourages research-based country reports, commentaries and book reviews.