Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes

PROJECT TITLE :

Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes

ABSTRACT:

While the primary goal of visual analytics analysis is to boost the quality of insights and findings, a considerable amount of research in provenance has focused on the history of changes and advances throughout the analysis process. The term, provenance, has been utilized in a variety of ways to explain totally different sorts of records and histories connected to visualization. The existing body of provenance analysis has grown to a point where the consolidation of style knowledge requires cross-referencing a selection of projects and studies spanning multiple domain areas. We have a tendency to gift an organizational framework of the different varieties of provenance information and functions for why they're desired in the sector of visual analytics. Our organization is meant to function a framework to help researchers specify sorts of provenance and coordinate design data across projects. We tend to also discuss the relationships between these factors and the strategies used to capture provenance information. In addition, our organization will be used to guide the selection of analysis methodology and therefore the comparison of study outcomes in provenance research.

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