A comprehensive framework for online job portals for job recommendation strategies using machine learning techniques

K Upreti, S Mittal, P Divakaran, P Vats, M Bajwa… - ICT Infrastructure and …, 2022 - Springer
The employment market in today's modern society is growing increasingly active, which
makes choosing a clear opportunity for yourself a difficult endeavor, particularly for …

[PDF][PDF] Job Recommendation Based on Job Seeker Skills: An Empirical Study.

JC Valverde-Rebaza, R Puma, P Bustios… - Text2Story …, 2018 - researchgate.net
In the last years, job recommender systems have become popular since they successfully
reduce information overload by generating personalized job suggestions. Although in the …

Data Mining Approach to Job Recommendation Systems

T Tayade, R Akarte, G Sorte, R Tayade… - … Conference on Mobile …, 2021 - Springer
Employability has been a major concern for society, due to rapidly changing technology and
skillsets expected by the industry. Sometimes due to lack in having skillsets and sometimes …

Job recommender systems: A survey

J Dhameliya, N Desai - 2019 innovations in power and …, 2019 - ieeexplore.ieee.org
From the last two decades internet based recruiting platforms have become a primary
channel in most companies for recruiting talents. Such portals decrease the advertisement …

[PDF][PDF] Towards a new job offers recommendation system based on the candidate resume

H Mgarbi, MY Chkouri, A Tahiri - International Journal of …, 2023 - researchgate.net
The recruitment web platforms are a solution that has solved several problems, such as
eliminating the filing of paper files to organizations, reducing recruitment time, etc. In recent …

Survey on job recommendation systems using machine learning

R Thali, S Mayekar, S More, S Barhate… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
With the development of internet technology online job hunting has been boosted as it helps
to save the time and efforts,[theory providing ease of search]. It's hard for job seekers to rely …

[PDF][PDF] Enhanced job recommendation system

S Hulbatte, A Wabale, S Patil, N Sathe - Int J Res Appl Sci Eng Technol, 2019 - ijresm.com
We address the problem of recommending suitable jobs to people who are seeking a new
job. We formulate this recommendation problem as a supervised machine learning problem …

[PDF][PDF] A job recommender system based on user clustering.

W Hong, S Zheng, H Wang, J Shi - J. Comput., 2013 - Citeseer
In this paper, we first provide a comprehensive investigation of four online job recommender
systems (JRSs) from four different aspects: user profiling, recommendation strategies …

Machine learning-driven job recommendations: Harnessing genetic algorithms

MT Aziz, T Mahmud, MK Uddin, SN Hossain… - … Congress on Information …, 2024 - Springer
In the present day, employers are discussing difficulties with educated people. The web
system posts positions in the authority and recommends various career categories based on …

Job recommendation based on job profile clustering and job seeker behavior

D Mhamdi, R Moulouki, MY El Ghoumari… - Procedia Computer …, 2020 - Elsevier
This article presents a recommender system that aims to help job seekers to find suitable
jobs. First, job offers are collected from job search websites then they are prepared to extract …