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Chingiz A. Mehdiyev

Work place: Institute of Information Technology of Azerbaijan National Academy of Sciences

E-mail: depart13@iit.ab.az

Website:

Research Interests: Evolutionary Computation, Data Structures and Algorithms, Analysis of Algorithms

Biography

Chingiz A. Mehdiyev: PhD student in the Institute of Information Technology of Azerbaijan National Academy of Sciences, interested in document summarization and evolutionary algorithms.

Author Articles
An Optimization Model and DPSO-EDA for Document Summarization

By Rasim M. Alguliev Ramiz M. Aliguliyev Chingiz A. Mehdiyev

DOI: https://doi.org/10.5815/ijitcs.2011.05.08, Pub. Date: 8 Nov. 2011

We model document summarization as a nonlinear 0-1 programming problem where an objective function is defined as Heronian mean of the objective functions enforcing the coverage and diversity. The proposed model implemented on a multi-document summarization task. Experiments on DUC2001 and DUC2002 datasets showed that the proposed model outperforms the other summarization methods.

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