This study investigates the development and evaluation of a Retrieval-Augmented Generation (RAG)-based statistics tutor designed to assist students with quantitative analysis methods. The RAG approach was employed to address the well-documented issue of hallucination in Large Language Models (LLMs). A computer tutor was developed that utilizes…

Children from lower socio-economic status families, at times, experience particular difficulties when entering school. These children may be equipped with different skill sets not recognized at school. Many countries, including Singapore, are increasingly concerned about the quality of early education. Paramount to quality is also the inclusion…

Background/purpose: With advancements in technology, particularly in Artificial Intelligence (AI), personalized and adaptive systems are increasingly being integrated into conventional educational environments. These technologies create opportunities to place learners at the center of the educational experience through personalized learning.…

In alignment with the Academic Excellence pillar of the Strategic Plan, Montgomery County Public Schools (MCPS) is committed to improving student achievement in literacy. MCPS initially piloted a Structured Literacy approach in Kindergarten-Grade 2 during the 2021-2022 school year. Due to the pilot's success in improving student outcomes, MCPS…