Experimenting with automatic text summarization for Arabic

El-Haj, Mahmoud and Kruschwitz, Udo and Fox, Chris (2011) Experimenting with automatic text summarization for Arabic. In: Human language technology - challenges for computer science and linguistics. Lecture Notes in Computer Science . Springer, Berlin, pp. 490-499. ISBN 9783642200946

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Abstract

The volume of information available on the Web is increasing rapidly. The need for systems that can automatically summarise documents is becoming ever more desirable. For this reason, text summarisation has quickly grown into a major research area as illustrated by the DUC and TAC conference series. Summarisation systems for Arabic are however still not as sophisticated and as reliable as those developed for languages like English. In this paper we discuss two summarisation systems for Arabic and report on a large user study performed on these systems. The first system, the Arabic Query-Based Text Summarisation System (AQBTSS), uses standard retrieval methods to map a query against a document collection and to create a summary. The second system, the Arabic Concept-Based Text Summarisation System (ACBTSS), creates a query-independent document summary. Five groups of users from different ages and educational levels participated in evaluating our systems.

Item Type: Contribution in Book/Report/Proceedings
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 71268
Deposited By: ep_importer_pure
Deposited On: 15 Oct 2014 14:44
Refereed?: Yes
Published?: Published
Last Modified: 01 Jan 2020 05:48
URI: https://eprints.lancs.ac.uk/id/eprint/71268

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