- AutorIn
- Vasileios Theodorou
- Alberto Abelló
- Dr.-Ing. Maik ThieleTechnische Universität Dresden, Fakultät für Informatik, Institut für Systemarchitektur, Professur für Datenbanken
- Prof. Dr.-Ing. Wolfgang Lehner
- Titel
- A Framework for User-Centered Declarative ETL
- Zitierfähige Url:
- https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa2-791495
- Konferenz
- CIKM '14: 2014 ACM Conference on Information and Knowledge Management. Shangai, 07. November 2014
- Quellenangabe
- DOLAP '14 : Proceedings of the 17th International Workshop on Data Warehousing and OLAP
Herausgeber: Il-Yeol Song, Alkis Simitsis, Alfredo Cuzzocrea
Erscheinungsort: New York
Verlag: ACM
Erscheinungsjahr: 2014
Seiten: 67-70
ISBN: 78-1-4503-0999-8 - Erstveröffentlichung
- 2014
- Abstract (EN)
- As business requirements evolve with increasing information density and velocity, there is a growing need for efficiency and automation of Extract-Transform-Load (ETL) processes. Current approaches for the modeling and optimization of ETL processes provide platform-independent optimization solutions for the (semi-)automated transition among different abstraction levels, focusing on cost and performance. However, the suggested representations are not abstract enough to communicate business requirements and the role of the process quality in a user-centered perspective has not yet been adequately examined. In this paper, we introduce a novel methodology for the end-to-end design of ETL processes that takes under consideration both functional and non-functional requirements. Based on existing work, we raise the level of abstraction for the conceptual representation of ETL operations and we show how process quality characteristics can generate specific patterns on the process design.
- Andere Ausgabe
- Link zum Artikel, der zuerst in der ACM Digital Library erschienen ist.
DOI: 10.1145/2666158.2666178 - Freie Schlagwörter (DE)
- Deklarative ETL, nutzerzentrierter Entwurf, Zielmodellierung
- Freie Schlagwörter (EN)
- Declarative ETL, user-centered design, goal modeling
- Klassifikation (DDC)
- 004
- Verlag
- ACM, New York
- Förder- / Projektangaben
- European Commission (EC)
Erasmus Mundus Joint Doctorate
Information Technologies for Business Intelligence - Doctoral College ID: IT4BI-DC - Spanish Ministerio de Ciencia e Innovación ID:  TIN2011-24747
- Version / Begutachtungsstatus
- angenommene Version / Postprint / Autorenversion
- URN Qucosa
- urn:nbn:de:bsz:14-qucosa2-791495
- Veröffentlichungsdatum Qucosa
- 30.05.2022
- Dokumenttyp
- Konferenzbeitrag
- Sprache des Dokumentes
- Englisch
- Lizenz / Rechtehinweis