Mostra el registre d'ítem simple

dc.contributor.authorTheodorou, Vasileios
dc.contributor.authorAbelló Gamazo, Alberto
dc.contributor.authorLehner, Wolfgang
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Serveis i Sistemes d'Informació
dc.date.accessioned2014-11-09T22:50:53Z
dc.date.created2014
dc.date.issued2014
dc.identifier.citationTheodorou, V.; Abello, A.; Lehner, W. Quality measures for ETL processes. A: International Conference on Data Warehousing and Knowledge Discovery. "Data Warehousing and Knowledge Discovery : 16th International Conference, DaWaK 2014, Munich, Germany, September 2-4, 2014 : Proceedings". Munich: Springer, 2014, p. 9-22.
dc.identifier.isbn978-331910159-0
dc.identifier.urihttp://hdl.handle.net/2117/24623
dc.description.abstractETL processes play an increasingly important role for the support of modern business operations. These business processes are centred around artifacts with high variability and diverse lifecycles, which correspond to key business entities. The apparent complexity of these activities has been examined through the prism of Business Process Management, mainly focusing on functional requirements and performance optimization. However, the quality dimension has not yet been thoroughly investigated and there is a need for a more human-centric approach to bring them closer to business-users requirements. In this paper we take a first step towards this direction by defining a sound model for ETL process quality characteristics and quantitative measures for each characteristic, based on existing literature. Our model shows dependencies among quality characteristics and can provide the basis for subsequent analysis using Goal Modeling techniques.
dc.format.extent14 p.
dc.language.isoeng
dc.publisherSpringer
dc.subjectÀrees temàtiques de la UPC::Informàtica::Sistemes d'informació
dc.subject.lcshData mining
dc.subject.lcshInformation storage and retrieval systems
dc.subject.otherbusiness process
dc.subject.otherETL
dc.subject.otherquality measures
dc.titleQuality measures for ETL processes
dc.typeConference report
dc.subject.lemacMineria de dades
dc.subject.lemacInformació -- Sistemes d'emmagatzematge i recuperació
dc.contributor.groupUniversitat Politècnica de Catalunya. MPI - Modelització i Processament de la Informació
dc.identifier.doi10.1007/978-3-319-10160-6_2
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://vpn.upc.edu/chapter/10.1007/,DanaInfo=link.springer.com+978-3-319-10160-6_2
dc.rights.accessRestricted access - publisher's policy
drac.iddocument15264977
dc.description.versionPostprint (published version)
dc.date.lift10000-01-01
upcommons.citation.authorTheodorou, V.; Abello, A.; Lehner, W.
upcommons.citation.contributorInternational Conference on Data Warehousing and Knowledge Discovery
upcommons.citation.pubplaceMunich
upcommons.citation.publishedtrue
upcommons.citation.publicationNameData Warehousing and Knowledge Discovery : 16th International Conference, DaWaK 2014, Munich, Germany, September 2-4, 2014 : Proceedings
upcommons.citation.startingPage9
upcommons.citation.endingPage22


Fitxers d'aquest items

Imatge en miniatura

Aquest ítem apareix a les col·leccions següents

Mostra el registre d'ítem simple

Tots els drets reservats. Aquesta obra està protegida pels drets de propietat intel·lectual i industrial corresponents. Sense perjudici de les exempcions legals existents, queda prohibida la seva reproducció, distribució, comunicació pública o transformació sense l'autorització del titular dels drets