Predictive Modeling for Job Recommendations: Harnessing the Power of KNN, SVM, and LR Algorithms
摘要
A web-based job search site called “Online Job Mapper” enables companies to list job opportunities and evaluate applications while job seekers can register and apply for positions. Conventional hiring procedures are costly and time-consuming. Job searchers have to use a variety of methods to locate employment, including job fairs, college fairs, and adverts. Employers must work very hard in the meantime to locate the best applicant for a position that needs to be filled. The goal of our online application is to solve these drawbacks and offer a user-friendly platform where companies and job searchers can easily find and submit jobs. Candidates can look for employment in any field by using the advanced search tools. Additionally, they can upload their resumes, which are kept on file for later use. Companies can download these resumes, post job openings, or remove them. This portal is administered by the admin, who also selects which jobs and firms can post positions or access the platform. There are no geographical restrictions when using this platform for employers and candidates from anywhere in the globe. Today’s highly sought-after cutting-edge technology in the IT business was used in the development of this application.