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Visualization tools usually leverage a single interaction paradigm (e.g.,manual view specification, visualization by demonstration, etc.), which fostersthe process of visualization construction. A large body of work hasinvestigated the effectiveness of individual interaction paradigms, building anunderstanding of advantages and disadvantages of each in isolation. However,how can we leverage the benefits of multiple interaction paradigms by combiningthem into a single tool? We currently lack a holistic view of how interactionparadigms that use the same input modality (e.g., mouse) can be combined into asingle tool and how people use such tools. To investigate opportunities andchallenges in combining paradigms, we first created a multi-paradigm prototype(Liger) that combines two mouse-based interaction paradigms (manual viewspecification and visualization by demonstration) in a unified tool. We thenconducted an exploratory study with Liger, providing initial evidence thatpeople 1) use both paradigms interchangeably, 2) seamlessly switch betweenparadigms based on the operation at hand, and 3) choose to successfullycomplete a single operation using a combination of both paradigms.

Liger: Combining Interaction Paradigms for Visual Analysis