This paper introduces a machine learning model designed to predict the accepted answer to forum questions in Massive Open Online Courses (MOOCs) based on historical forum data. With MOOCs becoming increasingly popular, this model aims to enhance the effectiveness of discussion forums by identifying the most satisfactory answers posted by users.