Abstract
The use of automated decision-making support, such as algorithms within predictive analytics, will inevitably be more and more relevant and will be 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 an interactive effect between humans and algorithms that could be fruitful. Presently there does not seem to be very much research regarding predictive analytics and ethical decisions, concerning this human-algorithm interaction. Rather it is often a focus on pure technological solutions, or with laws and regulation.
Index Terms
- How to make decisions with algorithms: ethical decision-making using algorithms within predictive analytics
Recommendations
How do Computer Science Students Make Decisions in Ethical Situations? Implications for Teaching Computing Ethics based on a Grounded Theory Study
The daily influence of new technologies on shaping and reshaping human lives necessitates attention to the ethical development of the future computing workforce. To improve computer science students’ ethical decision-making, it is important to know how ...
The Ethics of Machine-Based Learning: Advancing without Losing Humanity
Technological advances in the previous two decades have created an environment of innovation; however, there seems to be sometimes conflicting, emerging educational practices within communities of learners and educators. The central role of the ...
Situational influences on ethical decision-making in an IT context
Processes of ethical decision-making are thought to depend on the issue faced when making the decision. We examined the processes by examining student's reactions to five scenarios involving IT use. Data were collected using a questionnaire following a ...
Comments