Abstract:

This article represents a research in the form of analysis and comparison of programming languages, which can develop web-based virtual laboratory for artificial intelligence studies. The aim of the lab is to have simulation and visualization capabilities of certain algorithms in the field of Artificial Intelligence. Choosing the right design environment is important because of the fast pace of development in the field of information technology and the need for educational fields to follow it. The study is based on statistics for the last five years of IEEE Spectrum, the objective is to select the optimal software tools that allow simulation and visualization algorithms. IEEE Spectrum makes a ranking of the most popular programming languages for ten sources, such as Google Search for "X Programming", Google Trends, Twitter, GitHub, Stack Overflow, Reddit, Hacker News, CareerBuilder, Dice and IEEE Xplore Digital Library. The research focuses on the need to create teaching and learning processes for software products. By achieving the objective in this article, selecting the best choice of software tools and development of web-based virtual laboratory will contribute to a better understanding of the material and increase the motivation of the students.

Keywords:

Virtual Laboratory, programing languages, web-based laboratory.