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) …
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
Person-job fit is an essential part of online recruitment platforms in serving various
downstream applications like Job Search and Candidate Recommendation. Recently …
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 …
data analytics, big data technologies, and machine learning algorithms has given rise to HR …
Machine learning in recruiting: Predicting personality from CVs and short text responses
E Grunenberg, H Peters, MJ Francis… - Frontiers in Social …, 2024 - frontiersin.org
Assessing the psychological characteristics of job applicants—including their vocational
interests or personality traits—has been a corner stone of hiring processes for decades …
interests or personality traits—has been a corner stone of hiring processes for decades …
[PDF][PDF] AI-Driven Candidate Profiling: A Comprehensive Review of Methodologies, Technologies, and Future Directions
V Dishankan, ARF Shafana - 2023 - seu.ac.lk
The surge in online job applications has inundated recruiters with vast amounts of
unstructured resume data, necessitating innovative solutions for efficient candidate …
unstructured resume data, necessitating innovative solutions for efficient candidate …
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 …
addressing the limitations of traditional techniques such as biased interviews and manual …
Personality Traits Prediction using DISC
S Nayak, M Gupta, H Suri, S Kaushik… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
This study describes a novel strategy for optimizing the cultural fit assessment phase in firm
hiring procedures that combines natural language processing (NLP) techniques and semi …
hiring procedures that combines natural language processing (NLP) techniques and semi …
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 …
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 …
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 …
data and spotting complex patterns, machine learning has made tremendous progress over …
[PDF][PDF] RESUME MATCHING FRAMEWORK VIA RANKING AND SORTING USING NLP AND DEEP LEARNING
L Kumar, K Penikalapati, SKR Gowrigari - researchgate.net
In today's competitive job market, both job seekers and employers face the challenge of
efficiently matching skills, qualifications, and job requirements. To address this issue, we …
efficiently matching skills, qualifications, and job requirements. To address this issue, we …