Ray Optimization Algorithm for Multi Document Summarization

Authors

  • Zuhair Hussein Ali
  • Ahmed Kawther Hussein
  • Ali Shakir Mahmood

Keywords:

Ray optimization, summarization, Readability, Content coverage.

Abstract

Multi Document summarization is the process of generating single
document from a set of documents. In this paper a new model which based
on computing readability and content coverage for each sentence. The Ray
optimization algorithm used to choose the most suitable sentences to be
included in the final summary. The TAC-2011 dataset used to evaluate the
proposed model for English document only. The performance of the
proposed model is evaluated using ROUGE metric. The calculated results
support the effectiveness of the proposed model.

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Published

2020-10-18

How to Cite

Hussein Ali, Z. ., Kawther Hussein, A. ., & Shakir Mahmood, A. (2020). Ray Optimization Algorithm for Multi Document Summarization. Mustansiriyah Journal for Sciences and Education, 20(3), 81–90. Retrieved from https://edumag.uomustansiriyah.edu.iq/index.php/mjse/article/view/619

Issue

Vol. 20 No. 3 (2019): Research Article

Section

Research Article