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Forecasting labor needs for digitalization: A bi-partite graph machine learning approach

by Dimitri Percia David, Santiago Anton Moreno, Loïc Maréchal, Thomas Maillart, Alain Mermoud | Mar 28, 2023 | Publications, Scientific Articles

Abstract We use a unique database of digital, and cybersecurity hires from Swiss organizations and develop a method based on a temporal bi-partite network, which combines local and global indices through a Support Vector Machine. We predict the appearance and...
Research topics

5G Artificial Intelligence arXiv Asset Pricing Bayesian Statistics BERT Bi-partite Networks Bibliometrics Big Data Blockchain Collective Intelligence Contact Tracing Critical Infrastructure Crunchbase Cryptocurrency Cyberdefence Cybersecurity Data Management Data Protection Deep Learning Digital Transformation Distributed Ledger Emerging Technologies Encryption High Skilled Labor Information Retrieval Large Language Model Link Prediction Machine Learning Malware Natural Language Processing OpenAlex Opinion Mining Portfolio Optimization Privacy Private Equity Quantitative Finance Quantum Computing Recommender System Recurrent Neural Network Risk Analysis S-curve Scientometrics Security Economics Semantic Tagging Social Network Analysis Taxonomy Technology Analysis Technology Assessment Technology Convergence Technology Forecasting Technology Intelligence Technology Management Technology Mining Technology Monitoring Technology Outlook Technology Scouting Text Mining Threat Intelligence Times Series Transformers Trend Analysis Venture Capital Wikipedia Zero-shot Learning

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