Job recommender systems: A review

C De Ruijt, S Bhulai - arXiv preprint arXiv:2111.13576, 2021 - arxiv.org
This paper provides a review of the job recommender system (JRS) literature published in
the past decade (2011-2021). Compared to previous literature reviews, we put more …

[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 …

A domain adaptation approach for resume classification using graph attention networks and natural language processing

YC Chung, RJ Kuo - Knowledge-Based Systems, 2023 - Elsevier
With the growth of online recruitment, hiring platforms receive and store an enormous
amount of resumes and job posts of various fields. Hence, applying automatic resume …

Web application for screening resume

S Amin, N Jayakar, S Sunny, P Babu… - 2019 International …, 2019 - ieeexplore.ieee.org
This paper focuses majorly on the design of the web application which will be used to
screen resumes (Curriculum Vitae) for a particular job posting. In the proposed system, a …

Revolutionizing Recruitment: A Comparative Study Of KNN, Weighted KNN, and SVM-KNN for Resume Screening

R Bathija, V Bajaj, C Megnani, J Sawara… - 2023 8th …, 2023 - ieeexplore.ieee.org
In the recruitment process, continued screening assumes a fundamental part in
distinguishing qualified contenders for a specific employment opportunity. A huge issue that …

Deep Learning Approaches for Big Data-Driven Metadata Extraction in Online Job Postings

P Skondras, N Zotos, D Lagios, P Zervas… - Information, 2023 - mdpi.com
This article presents a study on the multi-class classification of job postings using machine
learning algorithms. With the growth of online job platforms, there has been an influx of labor …

DeepSkillNER: an automatic screening and ranking of resumes using hybrid deep learning and enhanced spectral clustering approach

JH Priyanka, N Parveen - Multimedia Tools and Applications, 2024 - Springer
The process of identifying the best job candidates from different sets of resumes is a
resource and time consuming process. The common issue in resume screening is the …

Resume Classification using Elite Bag-of-Words Approach

M Sharma, G Choudhary… - 2023 5th International …, 2023 - ieeexplore.ieee.org
As technology is advancing day by day, new trends are booming up, like automation, where
traditional libraries are being automated to digital libraries. Therefore, instead of manually …

A Bibliometric Perspective on AI Research for Job‐Résumé Matching

S Rojas-Galeano, J Posada… - The Scientific World …, 2022 - Wiley Online Library
The search for the right person for the right job, or in other words the selection of the
candidate who best reflects the skills demanded by employers to perform a specific set of …

Interview bot with automatic question generation and answer evaluation

R Pandey, D Chaudhari, S Bhawani… - 2023 9th …, 2023 - ieeexplore.ieee.org
Resume screening and interview chatbots are the basic requirements for today's hiring
processes for a given job post. There are a large number of candidates who apply and …