Artificial intelligence techniques in human resource management—a conceptual exploration

S Strohmeier, F Piazza - Intelligent Techniques in Engineering …, 2015 - Springer
Abstract Artificial Intelligence Techniques and its subset, Computational Intelligence
Techniques, are not new to Human Resource Management, and since their introduction, a …

RésuMatcher: A personalized résumé-job matching system

S Guo, F Alamudun, T Hammond - Expert Systems with Applications, 2016 - Elsevier
Online jobs search through popular websites are quite beneficial having served for many
years as a prominent tool for job seekers and employers alike. In spite of their valuable utility …

Skills prediction based on multi-label resume classification using CNN with model predictions explanation

KFF Jiechieu, N Tsopze - Neural Computing and Applications, 2021 - Springer
Skills extraction is a critical task when creating job recommender systems. It is also useful for
building skills profiles and skills knowledge bases for organizations. The aim of skills …

A Two‐Step Resume Information Extraction Algorithm

J Chen, C Zhang, Z Niu - Mathematical Problems in …, 2018 - Wiley Online Library
With the rapid growth of Internet‐based recruiting, there are a great number of personal
resumes among recruiting systems. To gain more attention from the recruiters, most resumes …

RINX: A system for information and knowledge extraction from resumes

GK Palshikar, S Pawar, AS Banerjee… - Data & Knowledge …, 2023 - Elsevier
A resume is a detailed source of information about the candidate which summarizes the
personal details, education, career history, project experience, certifications, trainings …

Combination of neural networks and conditional random fields for efficient resume parsing

CH Ayishathahira, C Sreejith… - 2018 International CET …, 2018 - ieeexplore.ieee.org
Resume parsing is a technique to extract useful information from resumes for further
processing such as resume ranking and selection. Different companies process thousands …

On the use of summarization and transformer architectures for profiling résumés

A Bondielli, F Marcelloni - Expert Systems with Applications, 2021 - Elsevier
Profiling professional figures is becoming more and more crucial, as companies and
recruiters face the challenges of Industry 4.0. On the one hand, demand for specific …

Enhancing information extraction process in job recommendation using semantic technology

A Brek, Z Boufaida - International Journal of Performability …, 2022 - ijpe-online.com
Recently, the internet has become the first destination as a recruitment market, which has
increased the number of job offers and resumes online. Recommendation systems are …

Towards a semantic-based information extraction system for matching résumés to job openings

D Celik - Turkish Journal of Electrical Engineering and …, 2016 - journals.tubitak.gov.tr
A curriculum vitae or a résumé, in general, consists of personal details, education, work
experience, qualifications, and references. The overall objective of this study was to extract …

Applied personal profile ontology for personnel appraisals

PU Usip, EN Udo, IJ Umoeka - International Journal of Web …, 2022 - emerald.com
Purpose The purpose of this paper is to apply the earlier enhanced personal profile ontology
(e-PPO) developed by the authors as a case study for the appraisal of the lecturers in the …