Pay-as-you-go data integration for linked data: Opportunities, challenges and architectures

Norman W. Paton, Klitos Christodoulou, Alvaro A A Fernandes, Bijan Parsia, Cornelia Hedeler

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

    Abstract

    Linked Data (LD) provides principles for publishing data that underpin the development of an emerging web of data. LD follows the web in providing low barriers to entry: publishers can make their data available using a small set of standard technologies, and consumers can search for and browse published data using generic tools. Like the web, consumers frequently consume data in broadly the form in which it was published; this will be satisfactory in some cases, but the diversity of publishers means that the data required to support a task may be stored in many different sources, and described in many different ways. As such, although RDF provides a syntactically homogeneous language for describing data, sources typically manifest a wide range of heterogeneities, in terms of how data on a concept is represented. This paper makes the case that many aspects of both publication and consumption of LD stand to benefit from a pay-as-you-go approach to data integration. Specifically, the paper: (i) identifies a collection of opportunities for applying pay-as-you-go techniques to LD; (ii) describes some preliminary experiences applying a pay-as-you-go data integration system to LD; and (iii) presents some open issues that need to be addressed to enable the full benefits of pay-as-you go integration to be realised. © 2012 ACM.
    Original languageEnglish
    Title of host publicationProceedings of the 4th International Workshop on Semantic Web Information Management, SWIM'12|Proc. Int. Workshop Semantic Web Inf. Manage., SWIM
    Place of PublicationScottsdale, Arizona
    DOIs
    Publication statusPublished - 2012
    Event4th International Workshop on Semantic Web Information Management, SWIM'12 - Scottsdale, AZ
    Duration: 1 Jul 2012 → …

    Conference

    Conference4th International Workshop on Semantic Web Information Management, SWIM'12
    CityScottsdale, AZ
    Period1/07/12 → …

    Keywords

    • C.2.4 [Distributed Systems]: Distributed databases
    • H.3.5 [Online Information Services]: Data sharing
    • H.3.5 [Online Information Services]: Web-based services

    Fingerprint

    Dive into the research topics of 'Pay-as-you-go data integration for linked data: Opportunities, challenges and architectures'. Together they form a unique fingerprint.

    Cite this