[1D3-GS-13] AI application: Text mining and natural language

[1D3-GS-13-04] Automatic generation of UI Automation Test using natural language processing

〇Taihei Miyamoto¹, Masahito Sugita¹, Kenta Watanabe¹ (1. IBM Japan, Ltd.)

Keywords:Test generation, Natural Language Processing

By automating UI testing of WEB applications, it is possible to perform tests on a scale that is not possible manually. However, the high learning cost for writing test scripts may inhibit the creation of new tests.
The purpose of this study is to facilitate test creation by automatically generating test scripts from test scenarios written in natural language.
In this paper, we propose a method to generate a test script intended by user using the relationship between predicates and objects in test scenarios written in natural language.
We compared the automatically generated test script with the test script that the user intended to create, and confirmed the accuracy of the automatic generation.