Co-adaptive visual data analysis and guidance processes

Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady

Abstract: Highlights•A multigranular model of co-adaptation with a focus on making co-adaptation testable.•Learning phases: define testable goals for user and system to structure design.•Adaptation processes: actors adapt knowledge representation models.•Interaction dynamics: applications enable adaptation in learning-teaching dynamics.•A discussion of actor expectations towards adaptation.•An overview of research opportunities in co-adaptive analytics.