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Article information
2008 , Volume 13, ¹ 3, p.5-14
Aliguliyev R.M.
Using the F-measure as similarity measure for automatic text summarization
The idea of this paper is to show that the classical information retrieval (IR) precision and recall measures can be used as a similarity measure. We show that an application of the classical IR F-measure as a similarity measure is a viable and effective approach. The choice to treat the F-measure as a similarity measure in the text summarization is experimentally proved to be effective. Experimental results show that the F-measure lead to the best overall results compared to the cosine measure.
[full text] Author(s):
Aliguliyev Ramiz Mahammad oglu
PhD.
Position: Head of Departament
Office: Institute of Information Technology of the National Academy of Sciences of Azerbaijan
Address: Azerbaijan, Baku
Phone Office: (99412) 510 43 99
E-mail: a.ramiz@science.az
Bibliography link:
Aliguliyev R.M. Using the F-measure as similarity measure for automatic text summarization // Computational technologies. 2008. V. 13. ¹ 3. P. 5-14
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