Document (#38569)

Author

Mazzucchelli, A.
Sartori , F.

Title

String similarity in CBR platforms : a preliminary study

Source

Metadata and semantics research: 8th Research Conference, MTSR 2014, Karlsruhe, Germany, November 27-29, 2014, Proceedings. Eds.: S. Closs et al

Imprint

Cham : Springer

Year

2014

Pages

S.22-29

Series

Communications in computer and information science; 478

Abstract

Case Based Reasoning is a very important research trend in Artificial Intelligence and can be a powerful approach in the solution of complex problems characterized by heterogeneous knowledge. In this paper we present an ongoing research project where CBR is exploited to support the identification of enterprises potentially going to bankruptcy, through a comparison of their balance indexes with the ones of similar and already closed firms. In particular, the paper focuses on how developing similarity measures for strings can be profitably supported by metadata models of case structures and semantic methods like Query Expansion.

Theme

Case Based Reasoning

Field

Wirtschaftswissenschaften

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