脑血管介入弹簧圈领域创新人才模型数据分析
收藏资源简介:
脑血管介入弹簧圈领域数据主要通过申请该技术的专利发明人体现,企业根据自有算法对发明人专利进行检索、人工标引,有助于了解该领域技术创新人才及专利申请情况,及时关注行业动态和人才变化,为企业发展提供创新人才资源,为企业的技术咨询顾问提供合适人选建议。引导企业多加关注该领域的高创新人才的技术、观点和相关建议,并可以与不同的人才类别达成不同的合作发展意向。以上算法中提到的数据结果均在数据结构中体现。 1、数据来源:全球专利数据库中脑血管介入弹簧圈领域的发明、实用新型、外观专利的发明人; 2、数据采集:采用定量与定性相结合分析方式,通过制定检索式,进行检索分析该技术领域发明人的授权率、当前专利有效率、引用指数、以及许可指数获取最终的创新值,其中计算公式: 授权率=授权专利数量/专利数量、当前专利有效率=有效专利数量/专利数量,引用指数=被引用专利数量/引用专利数量*系数k(固定系数k=0.05)以及许可指数=许可数量*R值(固定值R=0.2);3、数据分析:根据发明人名称通过专利接口数据获取人才分析对应的数据指标,对授权率、当前专利有效率、引用指数以及许可指数4个维度的指标进行求和,总得分即为发明人对应的创新值,计算公式:创新值=授权率+当前专利有效率+引用指数+许可指数;根据每个发明人的创新值得分值区间对发明人进行人才分类,1.5以上为高创新人才、1.0-1.5为创新人才、1.0以下为普通人才;4、数据应用:通过得到的最终人才分类结果分析,为该技术领域的发展提供人才参考及指引,有助于了解和重点关注该技术领域技术变化情况,为企业和社会发展提供创新人才资源和行业技术最新动态。
Data in the field of cerebrovascular interventional coils is primarily represented by the patent inventors who have filed applications for technologies in this domain. Enterprises retrieve and manually index the patents of these inventors using their proprietary algorithms, which enables them to gain insights into technological innovation talents and patent application dynamics in this field, track industry trends and talent shifts in a timely manner, supply innovative talent resources for enterprise development, and provide suitable candidate recommendations for the enterprise's technical consultants. Enterprises are encouraged to pay greater attention to the technologies, viewpoints and relevant proposals of highly innovative talents in this field, and establish distinct cooperative development intentions with different talent categories. All data results mentioned in the aforementioned algorithms are fully reflected in the data structure. 1. Data Source: Inventors of invention patents, utility model patents and design patents in the field of cerebrovascular interventional coils from the global patent database. 2. Data Collection: A combination of quantitative and qualitative analysis methods is adopted. By formulating retrieval formulas, retrieval and analysis are conducted to obtain the final innovation value through indicators including the authorization rate, current patent validity rate, citation index and licensing index of inventors in this technical field. The specific calculation formulas are as follows: - Authorization rate = Number of authorized patents / Total number of patents - Current patent validity rate = Number of valid patents / Total number of patents - Citation index = (Number of cited patents / Number of citing patents) × Coefficient k (fixed coefficient k = 0.05) - Licensing index = Number of licenses × R value (fixed value R = 0.2) 3. Data Analysis: Corresponding data indicators for talent analysis are acquired via patent interface data based on the inventors' names. The four-dimensional indicators including authorization rate, current patent validity rate, citation index and licensing index are summed, and the total score is the innovation value corresponding to each inventor. The calculation formula is: Innovation value = Authorization rate + Current patent validity rate + Citation index + Licensing index. Inventors are classified into three talent categories based on their innovation value score intervals: Highly innovative talents (score above 1.5), Innovative talents (score between 1.0 and 1.5), and Ordinary talents (score below 1.0). 4. Data Application: Through the analysis of the final talent classification results, it provides talent reference and guidance for the development of this technical field, helps to gain insights into and focus on the technological changes in this domain, and supplies innovative talent resources and the latest industry technology dynamics for enterprise and social development.




