00000cam 2200000zi 4500 9.966495 CaOODSP 20261005114924 m o d f cr cn||||||||| 261005e20250908onc ob f000 0 eng d CaOODSP eng rda CaOODSP e-gx--- CS11-522/2024-1-14E-PDF Dumpert, Florian, author. On the interplay of legal requirements, quality aspects and ethical risks when using machine learning in German official statistics / by Florian Dumpert. At head of title: Proceedings of Statistics Canada Symposium 2024 : the future of official statistics [Ottawa] : Statistics Canada = Statistique Canada, September 8, 2025. 1 online resource (7 unnumbered pages). text txt rdacontent computer c rdamedia online resource cr rdacarrier [Statistics Canada international symposium series : proceedings], 1709-8211 Title from cover. Issued also in French under title: Sur l'interaction des exigences légales, des aspects de la qualité et des risques éthiques lors de l'utilisation de l'apprentissage automatique dans les statistiques officielles allemandes. Includes bibliographical references. "Artificial intelligence (AI) with its subfield machine learning (ML) has found its way into administration in general and also into official statistics in Germany in particular. This paper highlights the ethical issues that may arise when using AI/ML in official statistics and examines whether a separate ethical framework is needed to deal with these issues appropriately, as is proposed by institutions of other countries and intergovernmental institutions related to official statistics. The results of the study are presented to show that the implementation of the requirements of the existing and mostly non-AI/ML-specific frames of reference such as law and quality is already sufficient to adequately address the ethical issues based on risk scenarios"--Abstract, page [2]. Machine learning. Ethical problems Germany. Germany Statistics. Germany Statistical services. Statistics Canada, issuing body. Sur l'interaction des exigences légales, des aspects de la qualité et des risques éthiques lors de l'utilisation de l'apprentissage automatique dans les statistiques officielles allemandes / (CaOODSP)9.966499 Statistics Canada international symposium series - proceedings, 1709-8211 (CaOODSP)9.505681 PDF 290 KB https://publications.gc.ca/collections/collection_2026/statcan/11-522-x/CS11-522-2024-1-14-eng.pdf 11-522-X