An empirical study on the evaluation of interlinking tools on the Web of Data

The rise and widespread use of Linked Data has encouraged data providers to publish and link their content in order to classify and organize information in a useful fashion. Interlinking between datasets enhances data navigation and facilitates searching. As a result, the use of interlinking tools as a way of connecting data items to the Linked Open Data cloud has become more prevalent. In this paper, we examine the results obtained by three interlinking tools used to link a large educational collection to the Linked Open Data datasets. The generated output by the interlinking tools, which was later assessed by human experts, illustrates that data publishers can rely on current interlinking approaches and thus adopt them to connect their resources to the Web of Data. Our findings also provide evidence that two of these tools, namely Silk and LIMES, can be considered as the most promising.

[1]  Sören Auer,et al.  LIMES - A Time-Efficient Approach for Large-Scale Link Discovery on the Web of Data , 2011, IJCAI.

[2]  Miguel-Ángel Sicilia,et al.  Analyzing broken links on the web of data: An experiment with DBpedia , 2014, J. Assoc. Inf. Sci. Technol..

[3]  Tim Berners-Lee,et al.  Linked Data - The Story So Far , 2009, Int. J. Semantic Web Inf. Syst..

[4]  Vladimir I. Levenshtein,et al.  Binary codes capable of correcting deletions, insertions, and reversals , 1965 .

[5]  Erik Duval,et al.  On the Use of Learning Object Metadata: The GLOBE Experience , 2011, EC-TEL.

[6]  Martin Hepp,et al.  Games with a Purpose for the Semantic Web , 2008, IEEE Intelligent Systems.

[7]  Elena Paslaru Bontas Simperl,et al.  Combining human and computation intelligence: the case of data interlinking tools , 2012, Int. J. Metadata Semant. Ontologies.

[8]  Raphaël Troncy,et al.  Interlinking Multimedia: How to Apply Linked Data Principles to Multimedia Fragments , 2009, LDOW.

[9]  Daniela Giordano,et al.  Linked education: interlinking educational resources and the Web of data , 2012, SAC '12.

[10]  Martin Gaedke,et al.  Silk - A Link Discovery Framework for the Web of Data , 2009, LDOW.

[11]  François Scharffe,et al.  Evaluation of instance matching tools: The experience of OAEI , 2013, J. Web Semant..

[12]  Jens Lehmann,et al.  DBpedia - A crystallization point for the Web of Data , 2009, J. Web Semant..

[13]  Miguel-Ángel Sicilia,et al.  Interlinking educational data: an experiment with GLOBE resources , 2013, TEEM '13.