Vocational Domain Identification with Machine Learning and Natural Language Processing on Wikipedia Text: Error Analysis and Class Balancing

Vocational Domain Identification with Machine Learning and Natural Language Processing on Wikipedia Text: Error Analysis and Class Balancing

Highly-skilled migrants and refugees finding employment in low-skill vocations, despite professional qualifications and educational backgrounds, has become a global tendency, mainly due to the language barrier. Employment prospects for displaced communities are mostly decided by their knowledge of t...

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Bibliographic Details
Main Authors: Maria Nefeli Nikiforos, Konstantina Deliveri, Katia Lida Kermanidis, Adamantia Pateli
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Computers
Subjects:
natural language processing
social text mining
machine learning
vocational domain identification
vocational language
error analysis
Online Access:https://www.mdpi.com/2073-431X/12/6/111

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