Managing information quality in e-Science: A case study in proteomics

Paolo Missier, Alun Preece, Suzanne Embury, Binling Jin, Mark Greenwood, David Stead, Al Brown

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    We describe a new approach to managing information quality (IQ) in an e-Science context, by allowing scientists to define the quality characteristics that are of importance in their particular domain. These preferences are specified and classified in relation to a formal IQ ontology, intended to support the discovery and reuse of scientists' quality descriptors and metrics. In this paper, we present a motivating scenario from the biological sub-domain of proteomics, and use it to illustrate how the generic quality model we have developed can be expanded incrementally without making unreasonable demands on the domain expert who maintains it. © Springer-Verlag Berlin Heidelberg 2005.
    Original languageEnglish
    Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|Lect. Notes Comput. Sci.
    PublisherSpringer Nature
    Pages423-432
    Number of pages9
    Volume3770
    ISBN (Print)3540293957, 9783540293958
    DOIs
    Publication statusPublished - 2005
    EventER 2005 Workshops CAOIS, BP-UML, CoMoGIS, eCOMO, and QoIS - Perspectives in Conceptual Modeling - Klagenfurt
    Duration: 1 Jul 2005 → …
    http://dblp.uni-trier.de/db/conf/er/erw2005.html#MissierPEJGSB05http://dblp.uni-trier.de/rec/bibtex/conf/er/MissierPEJGSB05.xmlhttp://dblp.uni-trier.de/rec/bibtex/conf/er/MissierPEJGSB05

    Publication series

    NameLecture Notes in Computer Science

    Conference

    ConferenceER 2005 Workshops CAOIS, BP-UML, CoMoGIS, eCOMO, and QoIS - Perspectives in Conceptual Modeling
    CityKlagenfurt
    Period1/07/05 → …
    Internet address

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