A Content-based Movie Recommendation System

作者：Yiting Yuan, Youyang Qin, Zekai Yu, Congbai Zhang · 发表于：Theoretical and Natural Science · 年份：2023 · DOI：10.54254/2753-8818/2/20220152 · 被引用次数：3 · 研究领域：Recommender Systems and Techniques、Image Retrieval and Classification Techniques、Video Analysis and Summarization

In this paper, we describe a content-based movie recommendation system and provide an overview of the movie recommendation systems in today's market. Our findings show 1): Summary-Based and Feature-Based movie recommendation systems will provide different recommendation results. 2) Combined recommendation system’s result is consistent with the Summary-Based recommendation system but different from the Feature-Based recommendation system. Based on our recommendation system, we also made some innovations and fusion and conducted several control tests to improve the quality of our recommendations.