Automated summarization assessment system: quality assessment without a reference summary

Asad Abdi, Norisma Idris

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Abstract

This paper presents an algorithm that can be used to assess the quality of the summaries without a gold standard. This algorithm is based on linguistic knowledge. An innovative aspect of our algorithm lies in its ability to improve the performance of existing techniques for evaluation summaries. The evaluation results on the students' summaries demonstrate that the proposed algorithm is able to obtain high accuracy and improve performance compared with the current techniques. The algorithm has also been developed into a learning environment for helping both teachers and students.
Original languageEnglish
Title of host publicationProceedings of the International Conference on Advances in Applied Science and Environmental Engineering. ASEE 2014
PublisherInstitute of Research Engineers and Doctors
Pages125-129
Number of pages5
ISBN (Print)978-1-63248-004-0
DOIs
Publication statusPublished - 2014
Externally publishedYes
EventInternational Conference on Advances in Applied Science And Environmental Engineering, ASEE 2014 - Kuala Lumpur, Malaysia
Duration: 2 Aug 20143 Aug 2014

Conference

ConferenceInternational Conference on Advances in Applied Science And Environmental Engineering, ASEE 2014
Abbreviated titleASEE
CountryMalaysia
CityKuala Lumpur
Period2/08/143/08/14

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