The STUDIA UNIVERSITATIS BABEŞ-BOLYAI issue article summary

The summary of the selected article appears at the bottom of the page. In order to get back to the contents of the issue this article belongs to you have to access the link from the title. In order to see all the articles of the archive which have as author/co-author one of the authors mentioned below, you have to access the link from the author's name.

  
       
         
    STUDIA INFORMATICA - Issue no. 1 / 2010  
         
  Article:   MODEL ALIGNMENT BY USING THE CONCEPT DEFINITIONS.

Authors:  LAURA DIOŞAN, ALEXANDRINA ROGOZAN. 		 
       
         
  Abstract:  The alignment between two dictionaries will certainly improve the performances of the information retrieval process. We develop a custom terminology alignment by an SVM classifier with an optimised kernel trained on a compact, but relevant representation of such definition pairs by several similarity measures and the length of definitions. The aligner was trained on a database of aligned definitions that was semi-automatically created by using the Coma++ tool. The results obtained on the test set show the relevance of our approach.

Key words and phrases: Concept alignment, Machine Learning, Binary Classification, Support Vector Machine.
  
         
     
         
         
      Back to previous page