Proceedings of the IEEE VIS workshop on provenance for sensemaking 2014

Xu, Kai and Attfield, Simon and Jankun-Kelly, T. J., eds. (2014) Proceedings of the IEEE VIS workshop on provenance for sensemaking 2014. http://www.cs.mdx.ac.uk/prov4sense/.

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Abstract

During complex analysis tasks, it can be valuable to maintain a history of the data and reasoning involved - referred to as ‘provenance’ information. Provenance information can be a resource for "reflection-in-action" during analysis, supporting collaboration between analysts, and reporting to decision makers. It can also act as a resource after the event, supporting the interpretation of claims, audit, accountability and training.

There has been considerable work on capturing and visualizing of ‘data provenance’, which focuses on data collection and computation, and ‘analytic provenance’, which captures the interactive data exploration and reasoning process. However, there is limited work of utilizing such provenance information to support sensemaking, in terms of improving efficacy and avoiding pitfalls such as issues of data quality and human bias.

This workshop aims to bring together researchers involved in visual analytics and various aspects of sensemaking to consider emerging positions, questions, and findings related to the capture, processing, representation and use of provenance information to support complex sensemaking tasks. The emphasis is on discussion and collaboration, with a goal of collaboratively producing a paper describing the state-of-the-art of provenance for sensemaking following the workshop.

Item Type: Book
Research Areas: A. > School of Science and Technology > Computer Science
Item ID: 17861
Depositing User: Kai Xu
Date Deposited: 05 Oct 2015 09:07
Last Modified: 13 Oct 2016 14:37
URI: http://eprints.mdx.ac.uk/id/eprint/17861

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