Home › Categories › Technology› A Survey Of Data Provenance Techniques

A Survey Of Data Provenance Techniques.pdf

TR618.pdf
Preview of A Survey of Data Provenance Techniques
🔗 Source: cs.indiana.edu
📊 Size: 358 KB
👤 Author: ysimmhan
⬇️ Downloads: 119

Summary

Data provenance is metadata describing the derivation history of a data product, essential for disambiguating data and enabling reuse. It pertains to the origins of data and the process by which it arrived, allowing scientists to ascertain data quality, track errors, and provide attribution. A taxonomy of data provenance techniques categorizes systems based on why they record provenance, what they describe, how they represent and store provenance, and ways to disseminate it. The survey applies this taxonomy to current research efforts, identifying open research problems and challenges in managing provenance, which is crucial in scientific and business domains where data is generated and used in complex transformations and workflows.

Download File

Description

Data provenance is metadata describing the derivation history of a data product, essential for disambiguating data and enabling reuse.

Technical Information

  • File Format: PDF
  • File Size: 358 KB
  • Pages: 25
  • Language: EN
  • Author: ysimmhan
  • Total Downloads: 119
  • Last Updated: 2 hours ago

Document Overview

This PDF document about A Survey of Data Provenance Techniques provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into A Survey of Data Provenance Techniques.

Related Topics

If you're interested in A Survey of Data Provenance Techniques, you might also want to explore:

Survey guideSurvey tutorialData guideData tutorialProvenance guideProvenance tutorialTechniques guideTechniques tutorial

Related Categories

Business & Finance
41204 documents
Education & Learning
22711 documents
Health & Wellness
8956 documents

Related Documents

Preview of verify the provenance
PDF file

verify the provenance

1.12 MBEN9 pages
Fake news on social media has negative impacts on individuals and society, and its detection is a challenging problem.
Download
Preview of x86 Server Survey
PDF file

x86 Server Survey

577 KBEN6 pages
Four major vendors - IBM, HP, Dell, and Sun - compete in the x86 server market, with customers facing conflicting claims and changing technology.
Download
Preview of Sovereign Debt - A Data Survey
PDF file

Sovereign Debt - A Data Survey

1.61 MBChristoph TrebeschEN43 pages
Christoph Trebesch's survey on sovereign debt data aims to facilitate new empirical work and theory testing, covering country-level data on debt...
Download
Preview of EGU2018-16538
PDF file

EGU2018-16538

32 KBEN1 page
OH-defects in quartz can serve as an archive for its host rock's formation, and detrital quartz from different sources can show distinctive...
Download
Preview of Unstructured Data Analysis: Techniques and Tools
PDF file

Unstructured Data Analysis: Techniques and Tools

1.16 MBEN2 pages
A collection of seemingly random symbols and lines, forming abstract patterns without discernible structure or meaning. The arrangement suggests a...
Download

Download A Survey of Data Provenance Techniques eBooks for free and learn more about A Survey of Data Provenance Techniques. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to A Survey of Data Provenance Techniques, try searching with similar keywords: A Survey of Data Provenance Techniques, Share Ebook Provenance And Annotation Of Data And, Secure Data Provenance And Inference Control With , Share Ebook Provenance A Novel Alex Archer, 7097 Provenance Poster A4 Proof 4 , cendres volantes provenance caracteristiques, certificat acquisition materiel en provenance de cee, certificat conformite vehicule peugeot provenance suisse

You can download PDF versions of the user's guide, manuals and ebooks about A Survey of Data Provenance Techniques, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about A Survey of Data Provenance Techniques for free, but please respect copyrighted ebooks.