Large Scale Semantic Matching: Agrovoc vs CABI

Autayeu, Aliaksandr (2011) Large Scale Semantic Matching: Agrovoc vs CABI. UNSPECIFIED.

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    Achieving semantic interoperability is a difficult problem with a lot of challenges yet to address. Some of them include matching large-scale data sets, tackling the problem of missing background knowledge, evaluating large scale results, tuning the matching process and doing all of the above in a realistic setting with resource and time constraints. In this paper we report the results of a large-scale matching experiment performed on domain-specific resources: two agricultural thesauri. We share the experience concerning the above mentioned aspects of semantic matching, discuss the results, draw conclusions and outline perspective directions of future work.

    Item Type: Departmental Technical Report
    Department or Research center: Information Engineering and Computer Science
    Subjects: Q Science > QA Mathematics > QA076 Computer software
    Additional Information: Equals (modulo formatting) to the camera-ready version which will be published in the IJCAI 2011 workshop called LHD-11, “Discovery of Meaning On the Go in Large and Heterogeneous Data”, homepage:
    Report Number: DISI-11-465
    Repository staff approval on: 04 Aug 2011

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