Abstract ThemeScape Map (Clarivate Analytics, n.d.) is a data analytics tool provided by Derwent Innovation. It is used by patent researchers and R&D experts to generate quick patent intelligence (HG Insights, 2020). It is a general practice that users plot the map by using the default settings recommended by Derwent Innovation, but this default setting may not yield the most optimized results as desired. In this paper, the author contributes to the empirical study on the impacts of the combination of the different types of patent information to be used in ThemeScape Map when clustering patent data. As a result, this paper recommends patent analysts to include Patent Classification and DWPI data when plotting ThemeScape Map in order to achieve more optimized results.

中文翻译：

---

专利信息对 Derwent Innovation 的 ThemeScape 地图中聚类的影响

Abstract ThemeScape Map（Clarivate Analytics，nd）是德温特创新提供的数据分析工具。专利研究人员和研发专家使用它来快速生成专利情报（HG Insights，2020）。用户通常使用 Derwent Innovation 推荐的默认设置绘制地图，但此默认设置可能无法产生所需的最优化结果。在本文中，作者对在聚类专利数据时将在 ThemeScape Map 中使用的不同类型的专利信息组合的影响进行了实证研究。因此，本文建议专利分析师在绘制 ThemeScape Map 时包含专利分类和 DWPI 数据，以实现更优化的结果。