2026. User-Based Collaborative Filtering for Movie Recommendation: Implementation and Evaluation on the MovieLens Dataset. Periodicals of Engineering and Natural Sciences. 14, 3 (Oct. 2026), 56–68. DOI:https://doi.org/10.21533/pen.v14.i3.2094.