Enhanced algorithmic job matching based on a comprehensive candidate profile using nlp and machine learning

VS Pendyala, N Atrey, T Aggarwal… - 2022 IEEE Eighth …, 2022 - ieeexplore.ieee.org
We propose to aid the hiring process by automatic profiling of a candidate's social media
presence and using it in conjunction with their resume and other information to suggest an …

Knowledge extraction from online vacancies for effective job matching

S Chala, S Harrison, M Fathi - 2017 IEEE 30th Canadian …, 2017 - ieeexplore.ieee.org
Recruiters evaluate and filter job seekers, ranking them on various criteria. This includes
how much of the required and desired requirements are satisfied, ensuring the candidate is …

Enhancing talent search by integrating and querying big HR data

O Manad, M Bentounsi… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
For companies, the need to efficiently deal with vast amounts of integrated multi-source data
is becoming crucial. Core concerns are 1) proper and flexible human re-sources …

Bayesian multi-view models for member-job matching and personalized skill recommendations

A Maurya, R Telang - … Conference on Big Data (Big Data), 2017 - ieeexplore.ieee.org
Inefficiencies in the labor market such as friction in matching members to jobs and the
existence of skill gaps in various sectors of the economy are considered to be major …

Personality matters: Incorporating detailed user attributes and preferences into the matchmaking process

J Riegelsberger, S Counts… - 2007 40th Annual …, 2007 - ieeexplore.ieee.org
Finding ways of reducing undesired behavior in online interactions is at the forefront of the
social computing research agenda. One promising way to reduce perceived" bad behavior" …

Quantifying skill relevance to job titles

W Zhou, Y Zhu, F Javed, M Rahman… - … Conference on Big …, 2016 - ieeexplore.ieee.org
Eliminating or reducing skill gaps in the job market is critical to putting people back to work,
reducing the unemployment rate, and increasing the labor market participation rate. A key …

Understanding what affects career progression using linkedin and twitter data

Y Pan, X Peng, T Hu, J Luo - … Conference on Big Data (Big Data …, 2017 - ieeexplore.ieee.org
Nowadays competitions in workplaces become increasingly intense. People are looking for
promotion strategies that could help them move up faster in their career paths. Our main …

LINKSOCIAL: linking user profiles across multiple social media platforms

V Sharma, C Dyreson - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
Social media connects individuals to on-line communities through a variety of platforms,
which are partially funded by commercial marketing and product advertisements. A recent …

Business-to-employee cooperation support through online job interviews

GA Dafoulas, AG Pateli… - … International Workshop on …, 2002 - ieeexplore.ieee.org
The Internet has emerged as a viable and reliable tool for recruiting. Using the Internet and
E-business applications, companies and applicants can reach one another faster and …

An Automated System for Employee Recruitment Management

GLL Silva, TL Jayasinghe… - … on Advancements in …, 2022 - ieeexplore.ieee.org
Recruitment of employees is an important process in the human resource management of a
company. Currently, most of the recruitment process is done manually in many companies …