Document - An ethico-legal framework for social data science (International Journal of Data Science and Analytics, (2021), 11, 4, (377-390), 10.1007/s41060-020-00211-7)

2021

Journal article Open Access

An ethico-legal framework for social data science (International Journal of Data Science and Analytics, (2021), 11, 4, (377-390), 10.1007/s41060-020-00211-7)

Forgo N., Hanold S., Van Den Hoven J., Krugel T., Lishchuk I., Mahieu R., Monreale A., Pedreschi D., Pratesi F., Van Putten D.

Legal data science Research infrastructure Ethical data science

This paper presents a framework for research infrastructures enabling ethically sensitive and legally compliant data science in Europe. Our goal is to describe how to design and implement an open platform for big data social science, including, in particular, personal data. To this end, we discuss a number of infrastructural, organizational and methodological principles to be developed for a concrete implementation. These include not only systematically tools and methodologies that effectively enable both the empirical evaluation of the privacy risk and data transformations by using privacy-preserving approaches, but also the development of training materials (a massive open online course) and organizational instruments based on legal and ethical principles. This paper provides, by way of example, the implementation that was adopted within the context of the SoBigData Research Infrastructure.

Source: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, vol. 12 (issue 1), p. 79

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@article{oai:iris.cnr.it:20.500.14243/539400,
	title = {An ethico-legal framework for social data science (International Journal of Data Science and Analytics, (2021), 11, 4, (377-390), 10.1007/s41060-020-00211-7)},
	author = {Forgo N. and Hanold S. and Van Den Hoven J. and Krugel T. and Lishchuk I. and Mahieu R. and Monreale A. and Pedreschi D. and Pratesi F. and Van Putten D.},
	doi = {10.1007/s41060-021-00261-5},
	year = {2021}
}