Skills Extraction

Skills Extraction is a computational method within the field of resume screening that identifies and isolates specific qualifications, competencies, and abilities from unstructured textual data in resumes by leveraging natural language processing techniques to distinguish relevant skill indicators from other informational content.

Publications

2.2K

Citations

219

Authors

Institutions

Publications per year

2017–2026

Parents

Resume Screening

Publications

A Survey on Skill Identification From Online Job Ads

Imane Khaouja, Ismail Kassou, Mounir Ghogho · IEEE Access · 2021 · 93 citations · Full text

Management, Human Resource Management, Human Resource Information Systems +14

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

Xiaoguang Tian, Robert Pavur, Henry Han et al. · Business Process Management Journal · 2022 · 84 citations

Management, Computer Science, Human Resource Management +17

Content analysis of OR job advertisements to infer required skills

ManMohan S. Sodhi · Journal of the Operational Research Society · 2009 · 79 citations

Education, Human Resource Management, Organizational Behavior +14

Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation

Akshay Gugnani, Hemant Misra · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 76 citations · Full text

Computing, Computer Science, Natural Language Processing +15

Skills and Vacancy Analysis with Data Mining Techniques

Izabela Wowczko · Informatics · 2015 · 73 citations · Full text

Management, Data Science, Human Resource Management +17

1–5 of 67

Authors

219

FJ
Faizan Javed
University of Alabama at Birmingham, United States
2 publications · 60 citations
2
h-index
AT
Andrei Ternikov
National Research University Higher School of Economics, Russia
2 publications · 41 citations
2
h-index
MM
Matt McNair
University of Florida, United States
2 publications · 60 citations
2
h-index
FC
Filippo Chiarello
University of Pisa, Italy
2 publications · 143 citations
2
h-index
GF
Gualtiero Fantoni
University of Pisa, Italy
2 publications · 143 citations
2
h-index

1–5 of 219

Institutions

1–8 of 96

Venues

Sustainability
3 publications · 58 citations
3
h-index
Procedia Computer Science
3 publications · 53 citations
3
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 2 publications · 114 citations
2
h-index
IEEE Access
2 publications · 114 citations
2
h-index
International Journal of Information and Learning Technology
1 publications · 15 citations
1
h-index

1–5