It's about the data: provenance as a tool for assessing data fitness

Adriane P. Chapman · M. David Allen · Barbara T. Blaustein

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Scientific Computing and Data Management Research Data Management Practices Data Quality and Management

Abstract

The end goal of provenance is to assist users in understanding their data: How was it created? When? By whom? How was it manipulated? In other words, provenance is a powerful tool to help users answer the question, Is this data for use? However, there is no one set of criteria that make data fit for use. The criteria depend on the user, the task at hand, and the current situation. In this work we describe Fitness Widgets, predefined queries over provenance graphs that users can customize to determine data fitness. We have implemented Fitness Widgets in our provenance system, PLUS.

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2007The Open Provenance Model 2010Provenance browser: Displaying and querying scientific workflow provenance graphs 2011PLUS: A provenance manager for integrated information

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