Development of computer-based learning system for learning behavior analytics

<p>This paper aims to analyze the learning behavior of Thai learners by using a computer-based system for English writing. Three main objectives were set: development system, automatic data collection, and analytics. Firstly, is developed under multidisciplinary idea that designed integrate two concepts between self-regulated model components natural language processing. The integration design encourages self-learning in digital environment supports appropriate writing provided component selection. Second, automatically collects group learners. collected are necessary input process Third, behaviors analyzed find behavioral patterns For analytics, sequential analysis was used logs from system. 31 undergraduate students participated record via relation grammatical skills compared three groups: basic, intermediate, advanced levels. groups different use reflecting improving materials or curriculum.</p>