Plagiarism is a serious issue in academia that can reduce the integrity and credibility of educational institutions. This study aims to implement the Vector Space Model (VSM) and Cosine Similarity methods to detect similarity levels among undergraduate thesis abstracts of students in the Department of Computer Science at Universitas Riau. The research dataset consists of 200 Indonesian-languageā¦