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Development of Machine Learning Applications for Chemical Objects
IOP Conference Series: Materials Science and Engineering Pub Date : 2020-12-02 , DOI: 10.1088/1757-899x/990/1/012001
A Setiawan 1 , S Rostianingsih 1 , CI Halim 1
Affiliation  

Machine learning is a method used to create programs that can learn from data or applications. In contrast to ordinary static computer programs, machine learning programs are programs designed to be able to learn on their own. Machine learning technology has been widely applied in various fields, including in chemistry. Currently the introduction of basic chemical objects is a study that has many concepts that are easy for beginners to understand and imagine, such as atomic structure and molecular shape in chemical bonds. So that an alternative learning media is needed in order to improve understanding of the concept of chemical objects interactively. Machine learning technology is expected to provide a more realistic interaction and is an advancement of a promising technological method that can motivate users to engage in a more active learning system.



中文翻译:

化学对象机器学习应用程序的开发

机器学习是一种用于创建可以从数据或应用程序中学习的程序的方法。与普通的静态计算机程序相反,机器学习程序是设计为能够自行学习的程序。机器学习技术已广泛应用于化学等各个领域。当前,基本化学对象的引入是一项研究,它具有许多易于初学者理解和想象的概念,例如化学键中的原子结构和分子形状。因此,需要一种替代性的学习媒体,以便以交互方式增进对化学对象概念的理解。

更新日期:2020-12-02
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