Final Year Project (FYP)Authors: Hoang, Manh Linh; Advisor: Tran, Thi Oanh (2024)
This thesis aims to utilize matrix and Natural Language Processing (NLP) techniques to provide job advice to new graduates in the USA. The motivation for this work arises from the significant layoffs that occurred in the US this past April, creating substantial challenges for recent graduates in securing employment. By focusing on Natural Language Processing (NLP), the system can analyze lengthy text passages, which facilitates the development of a more effective matching model. This approach allows for the extraction and understanding of intricate details from job descriptions and applicant profiles, ultimately leading to more accurate job recommendations. The system employs content-...