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Aletheia: an architecture for semantic federation of product information from structured and unstructured sources

Published: 08 November 2010 Publication History

Abstract

Product-related information can be found in various data sources and formats across the product lifecycle. Effectively exploiting this information requires the federation of these sources, the extraction of implicit information, and the efficient access to this comprehensive knowledge base. Existing solutions for product information management (PIM) are usually restricted to structured information, but most of the business-critical information resides in unstructured documents. We present a generic architecture for federating heterogeneous information from various sources, and argue how this process benefits from using semantic representations. An reference implementation tailor-made to business users is explained and evaluated. We also discuss several issues we experienced that we believe to be valuable for researchers and implementers of semantic information systems, as well as the information retrieval community.

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Cited By

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  • (2022)Product discovery utilizing the semantic data modelMultimedia Tools and Applications10.1007/s11042-022-13804-082:6(9173-9199)Online publication date: 29-Sep-2022
  • (2020)Analysis and mathematical modeling of big data processingPeer-to-Peer Networking and Applications10.1007/s12083-020-00978-314:5(2626-2634)Online publication date: 12-Aug-2020
  • (2018)E-Business-Software – Big-Data-Management mit semantischen TechnologienMedia Management10.1007/978-3-658-23297-9_21(365-386)Online publication date: 8-Aug-2018
  • Show More Cited By

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    iiWAS '10: Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
    November 2010
    895 pages
    ISBN:9781450304214
    DOI:10.1145/1967486
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 08 November 2010

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    Author Tags

    1. architecture
    2. federated information system
    3. information extraction
    4. ontology
    5. product information management
    6. semantic web

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    Cited By

    View all
    • (2022)Product discovery utilizing the semantic data modelMultimedia Tools and Applications10.1007/s11042-022-13804-082:6(9173-9199)Online publication date: 29-Sep-2022
    • (2020)Analysis and mathematical modeling of big data processingPeer-to-Peer Networking and Applications10.1007/s12083-020-00978-314:5(2626-2634)Online publication date: 12-Aug-2020
    • (2018)E-Business-Software – Big-Data-Management mit semantischen TechnologienMedia Management10.1007/978-3-658-23297-9_21(365-386)Online publication date: 8-Aug-2018
    • (2017)Ontology-Based Big Data ManagementSystems10.3390/systems50300455:3(45)Online publication date: 6-Jul-2017
    • (2016)Semantic Technologies for Managing Complex Product Information in Enterprise SystemsInnovations in Enterprise Information Systems Management and Engineering10.1007/978-3-319-32799-0_9(111-118)Online publication date: 2-Apr-2016
    • (2013)A Unified View on Data Path Aspects for Sensing Applications at a Smart City ScaleProceedings of the 2013 27th International Conference on Advanced Information Networking and Applications Workshops10.1109/WAINA.2013.66(1283-1288)Online publication date: 25-Mar-2013
    • (2011)Semantic Federation of Product Information from Structured and Unstructured SourcesInternational Journal of Business Data Communications and Networking10.4018/jbdcn.20110401057:2(69-97)Online publication date: 1-Apr-2011
    • (2011)Integrating explicit semantic analysis for ontology-based resource selectionProceedings of the 13th International Conference on Information Integration and Web-based Applications and Services10.1145/2095536.2095644(519-522)Online publication date: 5-Dec-2011

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