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Department of Informatics DDIS

CrowdAlytics: Large-Scale Human-Machine Systems for Data Science

Project Description

Abraham Bernstein, Cristina Sarasua, Dhivyabharathi Ramasamy, Florian Ruosch, and Rosni Kottekulam Vasu

Artificial Intelligence (AI) is increasingly taking over areas of work that used to be manageable only by humans. This fuels fears of losing work. However, humans and machines have different abilities: while AI is faster and better than humans for certain, well-defined tasks, people can deal better with poorly-defined situations. Given these different capabilities, the question that arises is: How can we combine groups of humans and machines to effectively perform ill-structured tasks that are not achievable by either party alone? The aim of this research project is to investigate how people and AI can work together to solve data science tasks.