Stage-oe-small.jpg

Inproceedings3263: Unterschied zwischen den Versionen

Aus Aifbportal
Wechseln zu:Navigation, Suche
 
(4 dazwischenliegende Versionen von 2 Benutzern werden nicht angezeigt)
Zeile 21: Zeile 21:
 
{{Inproceedings
 
{{Inproceedings
 
|Referiert=True
 
|Referiert=True
|Title=Representing Interoperable Provenance Descriptions
+
|Title=Representing Interoperable Provenance Descriptions for ETL Workflows
 
|Year=2012
 
|Year=2012
 
|Month=Mai
 
|Month=Mai
 
|Booktitle=In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC)
 
|Booktitle=In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC)
 
|Publisher=CEUR-WS.org
 
|Publisher=CEUR-WS.org
|Note=to appear
+
|Note=(Selected Workshop Paper for ESWC Post-Proceedings)
 
}}
 
}}
 
{{Publikation Details
 
{{Publikation Details
Zeile 42: Zeile 42:
 
an interoperable provenance model for Web-based ETL environments. The proposed ETL provenance model is instantiated in a real-world sustainability reporting scenario.
 
an interoperable provenance model for Web-based ETL environments. The proposed ETL provenance model is instantiated in a real-world sustainability reporting scenario.
 
|Download=Freitas et al swpm12 provenance ETL workflow.pdf,
 
|Download=Freitas et al swpm12 provenance ETL workflow.pdf,
|Link=https://sites.google.com/site/swpm2012/
+
|Link=http://ceur-ws.org/Vol-856/paper_7.pdf
 
|Projekt=PlanetData, SMART
 
|Projekt=PlanetData, SMART
 
|Forschungsgruppe=Wissensmanagement
 
|Forschungsgruppe=Wissensmanagement
 
}}
 
}}
 +
There is a refined paper version (to be published soon): [[Media:Preprint_provenance_ETL_workflow_eswc_highlights.pdf]]
 +
 +
Presentation given at conference in SlideShare: [http://www.slideshare.net/andrenfreitas/representing-interoperable-provenance-descriptions-for-etl-workflows]

Aktuelle Version vom 26. Juni 2014, 14:37 Uhr


Representing Interoperable Provenance Descriptions for ETL Workflows


Representing Interoperable Provenance Descriptions for ETL Workflows



Published: 2012 Mai

Buchtitel: In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC)
Verlag: CEUR-WS.org

Referierte Veröffentlichung
Note: (Selected Workshop Paper for ESWC Post-Proceedings)

BibTeX

Kurzfassung
The increasing availability of data on the Web provided by the emergence of Web 2.0 applications and, more recently by Linked Data, brought additional complexity to data management tasks, where the number of available data sources and their associated heterogeneity drastically increases. In this scenario, where data is reused and repurposed on a new scale, the pattern expressed as Extract-Transform-Load (ETL) emerges as a fundamental and recurrent process for both producers and consumers of data on the Web. In addition to ETL, provenance, the representation of source artifacts, processes and agents behind data, becomes another cornerstone element for Web data management, playing a fundamental role in data quality assessment, data semantics and facilitating the reproducibility of data transformation processes. This paper proposes the convergence of this two Web data management concerns, introducing a principled provenance model for ETL processes in the form of a vocabulary based on the Open Provenance Model (OPM) standard and focusing on the provision of an interoperable provenance model for Web-based ETL environments. The proposed ETL provenance model is instantiated in a real-world sustainability reporting scenario.

Download: Media:Freitas et al swpm12 provenance ETL workflow.pdf
Weitere Informationen unter: Link

Projekt

PlanetDataSMART



Forschungsgruppe

Wissensmanagement


Forschungsgebiet


There is a refined paper version (to be published soon): Media:Preprint_provenance_ETL_workflow_eswc_highlights.pdf

Presentation given at conference in SlideShare: [1]