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Speaking the same language : A machine learning approach to classify skills in Burning Glass Technologies data
Lassébie, Julie - 2021
actual meaning and definition of the skills. It allows for the classification of more than 17 000 unique skill keywords … contained in the Burning Glass dataset into 61 categories. The outcome of the classification exercise is validated using O … literature. Compared to a manual classification, the proposed approach organises large amounts of skills information in an …
Persistent link: https://www.econbiz.de/10012801199
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A Taxonomy of Training Data : Disentangling the Mismatched Rights, Remedies, and Rationales for Restricting Machine Learning
Sobel, Benjamin - 2020
Persistent link: https://www.econbiz.de/10012825194
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Emerging trends in AI skill demand across 14 OECD countries
Borgonovi, Francesca - 2023
This report analyses the demand for positions that require skills needed to develop or work with AI systems across 14 OECD countries between 2019 and 2022. It finds that, despite rapid growth in the demand for AI skills, AI-related online vacancies comprised less than 1% of all job postings and...
Persistent link: https://www.econbiz.de/10014435818
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Mapping Digital Skills in Cultural and Creative Industries in Italy : A Natural Language Processing Approach
Nuccio, Massimiliano; Mogno, Sofia - 2023
original methodology that implements a Natural Language Processing (NLP) approach to the analysis of education, experiences …
Persistent link: https://www.econbiz.de/10014248085
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Dispute on the reference standard for economics in Japan and its international backgrounds : is pluralism vs. standardization an appropriate scheme in economics education?
Yagi, Kiichirō - In: Evolutionary and institutional economics review 21 (2024) 1, pp. 47-80
Persistent link: https://www.econbiz.de/10015049080
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The evaluation of GenAI capabilities to implement professional tasks
Kouzminov, Yaroslav; Kruchinskaia, Ekaterina - In: Foresight and STI governance : journal of the National … 18 (2024) 4, pp. 67-76
Persistent link: https://www.econbiz.de/10015414027
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Age heaping and numeracy : looking behind the curtain
Blum, Matthias; Krauss, Karl-Peter - 2017
Age heaping-based numeracy indicators have served as valuable tools to derive basic human capital estimates, especially for periods where other indicators are unavailable. However, the accuracy of individual age statements usually remains unknown, and due to the lack of precise information it...
Persistent link: https://www.econbiz.de/10011669765
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Predicting job match quality : a machine learning approach
Mühlbauer, Sabrina; Weber, Enzo - 2024
This paper develops a large-scale algorithm‑based application to improve the match quality in the labor market. We use comprehensive administrative data on employment biographies in Germany to predict job match quality in terms of job stability and wages. The models are estimated with both...
Persistent link: https://www.econbiz.de/10014578232
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Machine predictions and human decisions with variation in payoffs and skill
Ribers, Michael; Ullrich, Hannes - 2020
Human decision-making differs due to variation in both incentives and available information. This generates substantial challenges for the evaluation of whether and how machine learning predictions can improve decision outcomes. We propose a framework that incorporates machine learning on...
Persistent link: https://www.econbiz.de/10012315943
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Machine predictions and human decisions with variation in payoffs and skills
Ribers, Michael; Ullrich, Hannes - 2020
Human decision-making differs due to variation in both incentives and available information. This generates substantial challenges for the evaluation of whether and how machine learning predictions can improve decision outcomes. We propose a framework that incorporates machine learning on...
Persistent link: https://www.econbiz.de/10012308890