Browsing by Author "Sifat Momen"

Now showing 1 - 1 of 1
  • Thumbnail Image
    Item
    Open Access
    CVR: An Automated CV Recommender System using Machine Learning Techniques
    (North South University, 2022) Jannatul Ferdaou; Kanij Tamema Jahan Tama; Md. Mahir Absar Bin Mohsin; S. M. Shahriar Ferdous Shovon; Sifat Momen; 1731733042; 1811502042; 1812777042; 1812758042
    In the recruitment process, hand-picking the right candidate out of a pool of resumes in the allotted time can be quite daunting. Besides, there is always a risk of overlooking important information as there exists no specific format for writing CVs. This project focuses on extracting important information from CVs and job descriptions of various formats, using several machine learning techniques. Following this, the content-based recommendation technique is used to recommend candidates based on skillset. Currently, our work is limited to the computer science domain, with the expectation of expanding this to other fields in the future.