Utilizing Reddit Data for Personality Prediction to Enhance Job Fit Assessment in Decision Support Systems

YC Chang, DJ Liew, CH Ku - Available at SSRN 4762187 - papers.ssrn.com
Abstract Traditional Human Resources (HR) recruitment often relies on subjective
information, leading to biases. This study introduces a novel Decision Support System (DSS) …

TAROT: A Hierarchical Framework with Multitask Co-Pretraining on Semi-Structured Data towards Effective Person-Job Fit

Y Cao, X Chen, L Du, H Chen, Q Fu, S Han… - arXiv preprint arXiv …, 2024 - arxiv.org
Person-job fit is an essential part of online recruitment platforms in serving various
downstream applications like Job Search and Candidate Recommendation. Recently …

[PDF][PDF] I dedicate my thesis to my beloved mother.

E Faust - 2023 - researchgate.net
In the contemporary landscape of Human Resources (HR) management, the convergence of
data analytics, big data technologies, and machine learning algorithms has given rise to HR …

Revolutionizing the Hiring Process with Automated Evaluation and Behavioral Analysis–IntelliHire

WGK Lakshan, KAV Prabuddhi… - … Research Journal of …, 2023 - search.proquest.com
IntelliHire introduces an advanced automated system to revolutionize candidate evaluation,
addressing the limitations of traditional techniques such as biased interviews and manual …

Your Profile Reveals Your Traits in Talent Market: An Enhanced Person-Job Fit Representation Learning

L Jian, C Rao, X Gu - 2024 - researchsquare.com
Person-job fit lies at the heart of online recruitment, measuring the compatibility between job
seekers and vacancies. Current researchers mainly focus on job-resume matching between …

[PDF][PDF] LEVERAGING MACHINE LEARNING ALGORITHMS FOR ENHANCED EMPLOYEE RECRUITMENT AND SELECTION: CASE STUDIES AND PRACTICAL …

YS Balcıoğlu, RAM Artar, O Erdil - researchgate.net
With the development of deep learning algorithms capable of examining vast quantities of
data and spotting complex patterns, machine learning has made tremendous progress over …

Matching recruiters and jobseekers on twitter

A Khatua, W Nejdl - … on Advances in Social Networks Analysis …, 2020 - ieeexplore.ieee.org
An efficient job recommendation framework needs to recommend an appropriate jobseeker
to a recruiter and vice-versa. Prior studies have mostly considered datasets from commercial …

[PDF][PDF] An interpretable person-job fitting approach based on classification and ranking

MA Menacer, FB Hamda, G Mighri… - Proceedings of the …, 2021 - aclanthology.org
While the development of online recruitment platforms has allowed companies to post their
job offers and for job seekers to submit their resumes simply and efficiently, the recruitment …

# Happy: Job Seekers' Personality, Happiness on Instagram, and Recruiters' Evaluations of Hireability

KJN Moergen, AB Blake, T Doiguchi… - Academy of …, 2022 - journals.aom.org
As organizations increasingly use cybervetting as a tool in personnel selection, scholars
have begun to consider how the information derived from social media sites (eg, pictures of …

An Exploration of Sentence-Pair Classification for Algorithmic Recruiting

M Kaya, T Bogers - Proceedings of the 17th ACM Conference on …, 2023 - dl.acm.org
Recent years have seen a rapid increase in the application of computational approaches to
different HR tasks, such as algorithmic hiring, skill extraction, and monitoring of employee …