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Bias in algorithmic filtering and personalization
Online information intermediaries such as Facebook and Google are slowly replacing traditional media channels thereby partly becoming the gatekeepers of our society. To deal... -
Algorithmic decision making and the cost of fairness
Algorithms are now regularly used to decide whether defendants awaiting trial are too dangerous to be released back into the community. In some cases, black defendants are... -
Introduction to Data science for Social Scientists
This course, initially designed for social scientists, covers several topics of data science. Python programming Data Cleaning and Transformation Classification Clustering...-
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AI and Big Data A blueprint for a human rights and social and ethical impact ...
Building on studies of the collective dimension of data protection, this article sets out to embed this new perspective in an assessment model centred on human rights (Human... -
Accountability for the Use of Algorithms in a Big Data Environment
Accountability is the ability to provide good reasons in order to explain and to justify actions, decisions, and policies for a (hypothetical) forum of persons or... -
Explaining Explanation Methods
The most effective Artificial Intelligence (AI) systems exploit complex machine learning models to fulfill their tasks due to their high performance. Unfortunately, the most...-
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Algorithmic Accountability and Public Reason
The ever-increasing application of algorithms to decision-making in a range of social contexts has prompted demands for algorithmic accountability. Accountable decision-makers... -
A qualitative exploration of perceptions of algorithmic fairness
Algorithmic systems increasingly shape information people are exposed to as well as influence decisions about employment, finances, and other opportunities. In some cases,... -
Can Big Data Bridge Gaps in Migration Statistics
Traditional statistical data on international migration suffers from the problems (gaps) of inconsistency in definitions, differences in geographical coverages, absence of...-
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A Survey of Methods for Explaining Black Box Models
In recent years, many accurate decision support systems have been constructed as black boxes, that is as systems that hide their internal logic to the user. This lack of... -
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The Global Self-consistent, Hierarchical, High-resolution Geography Database
The Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG) is a high-resolution geography data set including coastlines, political borders, and rivers...-
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The Global Self-consistent, Hierarchical, High-resolution Geography Database
The Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG) is a high-resolution geography data set including coastlines, political borders, and rivers...-
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SoBigData Plus Plus e-infrastructure
In this webinar, we introduce you to the SoBigData R.I. Are shown the main features of the SoBigData R.I. It is explained how to integrate a new method, how to execute an...-
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Second SoBigData Plus Plus Awareness Panel R. I. Platforms Data Protection an...
This webinar, which took place on 10 November 2020, was aimed at exploring the theme of data protection and intellectual property issues in platforms. The first speaker was...-
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The Global Self-consistent, Hierarchical, High-resolution Geography Database
The Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG) is a high-resolution geography data set including coastlines, political borders, and rivers...-
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The Global Self-consistent, Hierarchical, High-resolution Geography Database
The Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG) is a high-resolution geography data set including coastlines, political borders, and rivers...-
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The Global Self-consistent, Hierarchical, High-resolution Geography Database
The Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG) is a high-resolution geography data set including coastlines, political borders, and rivers...-
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The Global Self-consistent, Hierarchical, High-resolution Geography Database
The Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG) is a high-resolution geography data set including coastlines, political borders, and rivers...-
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The Global Self-consistent, Hierarchical, High-resolution Geography Database
The Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG) is a high-resolution geography data set including coastlines, political borders, and rivers...-
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