Work place: Institute of Information Technology of Azerbaijan National Academy of Sciences
Research Interests: Evolutionary Computation, Data Structures and Algorithms, Analysis of Algorithms
Chingiz A. Mehdiyev: PhD student in the Institute of Information Technology of Azerbaijan National Academy of Sciences, interested in document summarization and evolutionary algorithms.
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.[...] Read more.
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