A comprehensive survey of artificial intelligence techniques for talent analytics

C Qin, L Zhang, Y Cheng, R Zha, D Shen… - arXiv preprint arXiv …, 2023 - arxiv.org
In today's competitive and fast-evolving business environment, it is a critical time for
organizations to rethink how to make talent-related decisions in a quantitative manner …

A comprehensive review and a taxonomy proposal of team formation problems

J Juárez, C Santos, CA Brizuela - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
With a growing interest in high-performing work teams and how to form them, a new
computational challenge, denominated Team Formation Problem (TFP), has emerged. After …

An ontology-based model for competence management

S Miranda, F Orciuoli, V Loia, D Sampson - Data & Knowledge Engineering, 2017 - Elsevier
In the last years, the need for developing strategies, models and tools to manage
competences clearly emerges in numerous scenarios. For instance, this emergence …

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 …

Resume parsing framework for e-recruitment

H Sajid, J Kanwal, SUR Bhatti… - 2022 16th …, 2022 - ieeexplore.ieee.org
Modern approaches to improve networking and communication have given ways to the
advancement of recruitment process through the development of e-recruitment …

Spatio-temporal information extraction and geoparsing for public Chinese resumes

X Li, W Zhang, Y Wang, Y Tan, J Xia - ISPRS International Journal of Geo …, 2023 - mdpi.com
As an important carrier of individual information, the resume is an important data source for
studying the spatio-temporal evolutionary characteristics of individual and group behaviors …

Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach

F Jiang, C Qin, J Zhang, K Yao, X Chen, D Shen… - arXiv preprint arXiv …, 2024 - arxiv.org
In the contemporary era of widespread online recruitment, resume understanding has been
widely acknowledged as a fundamental and crucial task, which aims to extract structured …

Challenges of automated identification of access to education and training in Germany

J Dörpinghaus, D Samray, R Helmrich - Information, 2023 - mdpi.com
The German labor market relies heavily on vocational training, retraining, and continuing
education. In order to match training seekers with training offers and to make the available …

Vocational Education and Training Data in Twitter: Making German Twitter Data Interoperable

J Dörpinghaus, M Tiemann - Proceedings of the Association for …, 2023 - Wiley Online Library
There are many valuable insights on jobs and professions in different sectors of society
based on their imminent and ascribed characteristics. Studying such characteristics …

[PDF][PDF] Resume ranking based on job description using SpaCy NER model

K Satheesh, A Jahnavi, L Iswarya, K Ayesha… - … Research Journal of …, 2020 - academia.edu
Screening resumes out of bulk is a challenging task and recruiters or hiring manager wastes
lot of their valuable time by searching through each and every resume. Often resumes are …