From simple to large scale matching: a hybrid approach

Sana Sellami (1) , Benharkat Aïcha-Nabila (1) , Amghar Youssef (1)

1 SOC - Service Oriented Computing

The current schema Matching techniques do not stand up to data and schema scaling up. We present existing matching approaches at large scale called holistic and Pair-wise. We discuss also several related topics of optimization techniques, machine learning algorithms, statistical algorithms. On the basis of the state of the art techniques we suggest the elaboration of a hybrid approach that combines these known techniques to deal with a large scale Matching.

Domaines: Informatique [cs]

Sana Sellami, Benharkat Aïcha-Nabila, Amghar Youssef. From simple to large scale matching: a hybrid approach. 23rd International Symposium on Computer and Information Sciences ( ISCIS 2008 ), Oct 2008, Istanbul, Turkey. pp.1-4, ⟨10.1109/ISCIS.2008.4717924⟩. ⟨hal-01501276⟩