论文标题
非洲创新绩效的建模，可视化和分析
Modeling, Visualization, and Analysis of African Innovation Performance
论文作者
论文摘要
在本文中，我们讨论了创新绩效的概念和出现，以及如何量化它，主要与全球创新指数的数据一起工作，重点是非洲创新绩效。我们简要概述了有关使用机器学习来建模创新性能，并使用简单的机器学习技术，通过使用堆栈跨流开发人员调查的见解来分析和预测“移动应用创建指标”的现有文献。此外，我们还构建和比较模型，以预测全球创新指数的创新输出子指数。
In this paper we discuss the concepts and emergence of Innovation Performance, and how to quantify it, primarily working with data from the Global Innovation Index, with emphasis on the African Innovation Performance. We briefly overview existing literature on using machine learning for modeling innovation performance, and use simple machine learning techniques, to analyze and predict the "Mobile App Creation Indicator" from the Global Innovation Index, by using insights from the stack-overflow developers survey. Also, we build and compare models to predict the Innovation Output Sub-index, also from the Global Innovation Index.
