Interpretable and Accurate Identification of Job Seekers at Risk of Long-Term Unemployment: Explainable ML-Based Profiling

Author:

Dossche WouterORCID,Vansteenkiste SarahORCID,Baesens BartORCID,Lemahieu WilfriedORCID

Publisher

Springer Science and Business Media LLC

Reference55 articles.

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2. Soukup T. Profiling: predicting long-term unemployment at the individual level. Central Eur J Public Policy. 2011;5(1):118–43.

3. Desiere S, Struyven L. Using artificial intelligence to classify job seekers: the accuracy-equity trade-off. J Soc Policy. 2021;50(2):367–85. https://doi.org/10.1017/S0047279420000203.

4. van Landeghem BD, Sam Struyven L. Statistical profiling of unemployed job seekers. IZA World of Labor. 2021. https://doi.org/10.15185/izawol.483.

5. Lepri B, Oliver N, Letouzé E, Pentland A, Vinck P. Fair, transparent, and accountable algorithmic decision-making processes. Philos Technol. 2018;31(4):611–27. https://doi.org/10.1007/s13347-017-0279-x.

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