The use of automated decision-making support, such as algorithms within predictive analytics, will inevitably be more and more relevant, and affecting society. Sometimes it is good, and sometimes there seems to be negative effect, such as with discrimination. The solution focused on in this paper is how humans and algorithms, or ICT, could interact within ethical decision-making. What predictive analytics can produce is, arguably, mostly implicit knowledge, so what a human decision-maker could, possibly, help with is the explicit thought processes. This could be one way to conceptualize the interactive effect between humans and algorithms that could be fruitful. Presently there does not seem to be very much research regarding predictive ana...
Algorithms are mathematical models that constitute an important part of our societal infrastructure....
This chapter discusses how machine learning works and, as a result, how decisions are made by modern...
Today, digital data are captured through a variety of devices that have the ability to monitor the m...
Given their technical sophistication, it is easy to overlook the human choices that underpin predict...
481 pagesAlgorithms are used to make decisions in an ever-increasing number of socially consequentia...
Artificial Intelligence (AI) has rapidly become an integral part of decision-making processes across...
Predictive analytics such as data mining, machine learning, and artificial intelligence drive algori...
In information societies, operations, decisions and choices previously left to humans are increasing...
Decisions are part of human life and traditionally, have been taken in based on a series of analyzes...
Computers process information and make decisions. Until recently, the decisions they made were not c...
In information societies, operations, decisions and choices previously left to humans are increasing...
In more and more contexts, human decision-making is replaced by algorithmic decision-making. While p...
Today's increased availability of large amounts of human behavioral data and advances in artificial ...
The combination of increased availability of large amounts of fine-grained human behavioral data and...
Embedded in smart technologies, algorithms are taking decisions on a daily basis. What challenges ar...
Algorithms are mathematical models that constitute an important part of our societal infrastructure....
This chapter discusses how machine learning works and, as a result, how decisions are made by modern...
Today, digital data are captured through a variety of devices that have the ability to monitor the m...
Given their technical sophistication, it is easy to overlook the human choices that underpin predict...
481 pagesAlgorithms are used to make decisions in an ever-increasing number of socially consequentia...
Artificial Intelligence (AI) has rapidly become an integral part of decision-making processes across...
Predictive analytics such as data mining, machine learning, and artificial intelligence drive algori...
In information societies, operations, decisions and choices previously left to humans are increasing...
Decisions are part of human life and traditionally, have been taken in based on a series of analyzes...
Computers process information and make decisions. Until recently, the decisions they made were not c...
In information societies, operations, decisions and choices previously left to humans are increasing...
In more and more contexts, human decision-making is replaced by algorithmic decision-making. While p...
Today's increased availability of large amounts of human behavioral data and advances in artificial ...
The combination of increased availability of large amounts of fine-grained human behavioral data and...
Embedded in smart technologies, algorithms are taking decisions on a daily basis. What challenges ar...
Algorithms are mathematical models that constitute an important part of our societal infrastructure....
This chapter discusses how machine learning works and, as a result, how decisions are made by modern...
Today, digital data are captured through a variety of devices that have the ability to monitor the m...