1 research outputs found
CAREER RECOMMENDER: A NOVEL APPROACH TO SUGGEST JOBS AND POST-GRADUATION STREAMS
To implement a novel approach to recommend jobs and colleges based on rĂ©sumĂ© of freshly graduated students. Job postings are crawled from webĂ using a web crawler and stored in a customized database. College lists are also retrieved for post-graduation streams and stored in a database. StudentĂ rĂ©sumĂ© is stored and parsed using natural language processing methods to form a rĂ©sumĂ© model. Text mining algorithms are applied on this modelĂ to extract useful information (i.e., degree, technical skills, extracurricular skills, current location, and hobbies). This information is used to suggestĂ matching jobs and colleges to the candidate.Ă