Partitioning semantics forentity resolution and linkrepairs in bibliographicknowledge bases
Léa Guizol · 2014
We propose a qualitative entity resolution approach to repair links in a bibliographic knowledge base. Our research question is: How to detect and repair erroneouslinks in a bibliographic knowledge base using qualitative methods? Theproposed approach is decomposed into two major parts. The first contribution consists in a partitioning semantics using symbolic criteria used in order to detecterroneous links. The second one consists in a repair algorithm restoring link quality. We implemented our approach and proposed qualitative and quantitative evaluation for the partitioning semantics as well as proving certain properties for the repairalgorithms.