[HTML][HTML] AI based suitability measurement and prediction between job description and job seeker profiles

GM Sridevi, SK Suganthi - International Journal of Information Management …, 2022 - Elsevier
Hiring a suitable candidate for a certain job is highly demanding and requires several
intense processes. Many organizations face challenges to hire a suitable candidate as they …

An intelligent decision support system for recruitment: resumes screening and applicants ranking

A Najjar, B Amro, M Macedo - Informatica, 2021 - informatica.si
The task of finding the best job candidates among a set of applicants is both time and
resource consuming, especially when there are lots of applications. In this concern, the …

A machine learning-based human resources recruitment system for business process management: using LSA, BERT and SVM

X Tian, R Pavur, H Han, L Zhang - Business Process Management …, 2023 - emerald.com
Purpose Studies on mining text and generating intelligence on human resource documents
are rare. This research aims to use artificial intelligence and machine learning techniques to …

[HTML][HTML] Design and development of machine learning based resume ranking system

K Tejaswini, V Umadevi, SM Kadiwal… - Global Transitions …, 2022 - Elsevier
Finding acceptable applicants for a vacant job might be a difficult process, especially when
there are many prospects. The manual process of screening resumes could stymie the …

Resume classification system using natural language processing and machine learning techniques

I Ali, N Mughal, ZH Khand, J Ahmed… - … Research Journal of …, 2022 - search.informit.org
The selection of a suitable job applicant from the pool of thousands applications is often
daunting job for an employer. The categorization of job applications submitted in form of …

Automated tool for Resume classification using Sementic analysis

ST Gopalakrishna, V Vijayaraghavan - International Journal of …, 2019 - papers.ssrn.com
Recruitment in the IT sector has been on the rise in recent times. Software companies are on
the hunt to recruit raw talent right from the colleges through job fairs. The process of …

[PDF][PDF] Human talent prediction in HRM using C4. 5 classification algorithm

H Jantan, AR Hamdan, ZA Othman - International Journal on …, 2010 - researchgate.net
In HRM, among the challenges for HR professionals is to manage an organization's talents,
especially to ensure the right person for the right job at the right time. Human talent …

Feature selection for job matching application using profile matching model

LG Rodriguez, EP Chavez - 2019 ieee 4th international …, 2019 - ieeexplore.ieee.org
The advancement of technology has created big changes to speed up the job hiring process
nowadays. With more tools developed, companies have embraced tools that help them …

Decision Support System Feasibility for Promotion using the Profile Matching Method

DA Megawaty, A Silitonga - Journal of Data …, 2023 - ejournal.techcart-press.com
Human Resources (HR) is an important element in companies and agencies. In companies
like PT. Petrogas Sinta Energi, with fairly good economic growth and being able to compete …

[PDF][PDF] Resume Screening using Machine Learning and NLP: A proposed system

B Kinge, S Mandhare, P Chavan… - International Journal of …, 2022 - academia.edu
ABSTRACT The Indian Recruitment market has grown substantially over the last half-
decade as the need for cheap labor grows and the number of job openings is increasing …