Title of article :
Evaluation of instance matching tools: The experience of OAEI
Author/Authors :
Ferrara، نويسنده , , A. and Nikolov، نويسنده , , A. and Noessner، نويسنده , , J. and Scharffe، نويسنده , , F.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2013
Pages :
12
From page :
49
To page :
60
Abstract :
Nowadays, the availability of large collections of data requires techniques and tools capable of linking data together, by retrieving potentially useful relations among them and helping in associating together data representing the same or similar real objects. One of the main problems in developing data linking techniques and tools is to understand the quality of the results produced by the matching process. In this paper, we describe the experience of instance matching and data linking evaluation in the context of the Ontology Alignment Evaluation Initiative (IM@OAEI). Our goal is to be able to validate different proposed methods, identify most promising techniques and directions for improvement, and, subsequently, guide further research in the area as well as development of robust tools for real-world tasks.
Keywords :
Data linking , SEMANTIC WEB , Instance matching evaluation
Journal title :
Web Semantics Science,Services and Agents on the World Wide Web
Serial Year :
2013
Journal title :
Web Semantics Science,Services and Agents on the World Wide Web
Record number :
1449583
Link To Document :
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