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Rasim M. Alguliev

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

E-mail: rasim@science.az

Website:

Research Interests: Computer Science & Information Technology, Evolutionary Computation, Computer Networks, Information Security, Data Mining, Data Structures and Algorithms, Analysis of Algorithms, Information-Theoretic Security

Biography

Rasim M. Alguliev: Dr.Sc. in computer science, Professor. Director of the Institute of Information Technology of Azerbaijan National Academy of Sciences. His research interest include information security of computer networks, information society, egovernment, web mining, text mining, data mining, 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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