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Provenance capture disparities highlighted through datasets

Provenance capture disparities highlighted through datasets
Provenance capture disparities highlighted through datasets
Provenance information is inherently affected by the method of its capture. Different capture mechanisms create very different provenance graphs. In this work, we describe an academic use case that has corollaries in offices everywhere. We also describe two distinct possibilities for provenance capture methods within this domain. We generate three datasets using these two capture methods: the capture methods run individually and a trace of what an omniscient capture agent would see. We describe how the different capture methods lead to such very different graphs and release the graphs for others to use via the ProvBench effort.
USENIX
Coe, G. Blake
b4fe2c03-1249-43f2-a937-8561b69f6efb
Doty, R. Christopher
e1c225f2-5bee-457c-b640-b3ee97b62423
Allen, M. David
18929e90-715f-4358-b70e-74bce7dd519c
Chapman, Adriane
721b7321-8904-4be2-9b01-876c430743f1
Coe, G. Blake
b4fe2c03-1249-43f2-a937-8561b69f6efb
Doty, R. Christopher
e1c225f2-5bee-457c-b640-b3ee97b62423
Allen, M. David
18929e90-715f-4358-b70e-74bce7dd519c
Chapman, Adriane
721b7321-8904-4be2-9b01-876c430743f1

Coe, G. Blake, Doty, R. Christopher, Allen, M. David and Chapman, Adriane (2014) Provenance capture disparities highlighted through datasets. In TaPP 2014: 6th USENIX Workshop on the Theory and Practice of Provenance. USENIX..

Record type: Conference or Workshop Item (Paper)

Abstract

Provenance information is inherently affected by the method of its capture. Different capture mechanisms create very different provenance graphs. In this work, we describe an academic use case that has corollaries in offices everywhere. We also describe two distinct possibilities for provenance capture methods within this domain. We generate three datasets using these two capture methods: the capture methods run individually and a trace of what an omniscient capture agent would see. We describe how the different capture methods lead to such very different graphs and release the graphs for others to use via the ProvBench effort.

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tapp14 paper coe - Accepted Manuscript
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More information

e-pub ahead of print date: 12 June 2014
Published date: 2014
Venue - Dates: 6th USENIX Workshop on the Theory and Practice of Provenance: TaPP '14, Cologne, Germany, 2014-06-12 - 2014-06-13
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 411158
URI: https://eprints.soton.ac.uk/id/eprint/411158
PURE UUID: 3a552c32-9121-4fb5-8176-172c89e3dce9
ORCID for Adriane Chapman: ORCID iD orcid.org/0000-0002-3814-2587

Catalogue record

Date deposited: 15 Jun 2017 16:31
Last modified: 14 Aug 2019 00:25

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Contributors

Author: G. Blake Coe
Author: R. Christopher Doty
Author: M. David Allen
Author: Adriane Chapman ORCID iD

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