AI decision-makingAI adoptionSystematic literature reviewWith the continuing application of artificial intelligence (AI) technologies in decision-making, algorithmic decision-making is becoming more efficient, often even outperforming humans. Despite this superior performance, people often consciously or ...
sentencingjudgmentWhich interpretive tasks should be delegated to machines? This question has become a focal point of "tech governance" debates. One familiar answer is that macBrennan-Marquez, KielChiao, VincentSocial Science Electronic Publishing
Academic commentary on algorithmic decision-making in financial services has primarily raised the alarm on historical data that will result in biased algorithmic tools [9,10,11,12]. Biases, among other risks, are essential considerations. However, there is a gap in recent literature on the potenti...
While research has explored trust in algorithmic decision-making, the factors shaping civil servants' trust perceptions remain underexamined. Using public value theory and technology adoption frameworks, this study employs a survey experiment to analyze the effects of human-machine matching and algorithm ...
However, while the bulk of language deals with how data is collected and stored, the regulation contains a short article entitled “Automated individual decision-making” (see figure 1) potentially prohibiting a wide swath of algorithms currently in use in, e.g. recommendation systems, credit and...
iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making,程序员大本营,技术文章内容聚合第一站。
While the lack of undue delay is an important component of access to justice, so are equality and impartiality in decision making. Can we trust algorithms to be not only efficient, but also effective in combating discrimination in access to justice? One of the greatest promises o...
Despite the widespread use of automated decision-making (ADM) systems, they are often developed without involving the public or those directly affected, le
but they don't fully understand how deeply entrenched they are. And a lot of people believe that algorithms make some recommendations, and then I do what I want. But actually, the data suggests that they drive so much of our decision making. And when I share some of the num...
Although algorithms are not a recent invention, they are being increasingly used in many systems to support business decision making. Such systems often rely on a large amount of data to extract knowledge for more informed decisions. Even with human intervention, the impact of the decision on peo...