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Autonomous Cyber Defense: Formal Models and Applications
Title
Autonomous Cyber Defense: Formal Models and Applications
Author
Dutta, Ashutosh
Date Created
2021
Subjects--Topical
Computer science, Information science, Information technology
Description
With technological advancements, cyber attacks are highly automated and organized with asymmetric advantages over defenders regarding cost and efforts.Attackers employ sophisticated and diversified approaches to achieve attack objectives while bei...
Cognitive biases in decision-making under uncertainty with interactive data visualizations
Title
Cognitive biases in decision-making under uncertainty with interactive data visualizations
Author
Wesslen, Ryan
Date Created
2021
Subjects--Topical
Computer science, Cognitive psychology, Information science
Description
In this thesis, we hypothesize that data visualization users are subject to systematic errors, or cognitive biases, in decision-making under uncertainty. Based on research from psychology, behavioral economics, and cognitive science, we design fiv...
FIRST: Finding Interesting stoRies about STudents - An Interactive Narrative Approach to Explainable Learning Analytics
Title
FIRST: Finding Interesting stoRies about STudents - An Interactive Narrative Approach to Explainable Learning Analytics
Author
Al-Doulat, Ahmad
Date Created
2021
Subjects--Topical
Information science, Computer science
Description
Learning Analytics (LA) has had a growing interest by academics, researchers, and administrators motivated by the use of data to identify and intervene with students at risk of underperformance or discontinuation. Typically, faculty leadership and...