Autayeu, Aliaksandr (2011) Large Scale Semantic Matching: Agrovoc vs CABI. UNSPECIFIED.
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: http://dream.inf.ed.ac.uk/events/lhd-11/.|
|Report Number: ||DISI-11-465|
|Repository staff approval on: ||04 Aug 2011|
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