Empowering Industrial Maintenance Personnel with Situationally Relevant Information using Semantics and Context Reasoning

David Hästbacka, Pekka Aarnio, Valeriy Vyatkin, Seppo Kuikka

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    2 Citations (Scopus)

    Abstract

    Industrial maintenance is a complex discipline requiring experience and know-how. Information such as maintenance work orders are usually provided through mobile devices to field personnel. There are also other information sources with manuals, documented history, contact information etc. that is of value supporting the tasks at hand but typically this needs to be retrieved manually. The challenge is how to utilize information originating from heterogeneous information sources that, in addition, may change e.g. for outsourced maintenance service providers taking care of different sites. To facilitate the use of supporting materials an ontology knowledge management approach is developed that integrates data and documents, and provides relevant information for the task at hand using context and semantics based reasoning. Results from early prototyping show that the approach can improve utilization of information in existing systems through adapter layers and complement existing mobile a s well as upcoming augmented reality applications by automatically providing situationally relevant information.
    Original languageEnglish
    Title of host publicationProceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
    Place of PublicationLisbon, Portugal
    Pages182-192
    Number of pages11
    ISBN (Electronic)978-989-758-158-8
    DOIs
    Publication statusPublished - 2015
    Publication typeA4 Article in conference proceedings
    EventInternational Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management -
    Duration: 1 Jan 1900 → …

    Conference

    ConferenceInternational Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
    Period1/01/00 → …

    Keywords

    • Industrial Maintenance
    • Knowledge Management
    • System Integration
    • Semantic Web
    • Contextual Reasoning

    Publication forum classification

    • Publication forum level 1

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