Multi-document Arabic text summarisation

El-Haj, M. and Kruschwitz, U. and Fox, C. (2011) Multi-document Arabic text summarisation. In: Computer Science and Electronic Engineering Conference (CEEC), 2011 3rd. IEEE, pp. 365-369. ISBN 9781457713002

Full text not available from this repository.

Abstract

The volume of information available on the Web is increasing rapidly. The need for systems that can automatically summarize documents is becoming ever more desirable. For this reason, text summarization has quickly grown into a major research area as illustrated by the DUC and TAC conference series. Summarization 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 summarization systems for Arabic and report on a large user study performed on these systems. The first system, the Arabic Query-Based Text Summarization 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 Summarization System (ACBTSS), creates a query-independent document summary. Five groups of users from different ages and educational levels participated in evaluating our systems. Each group had 300 individuals. We also performed a comparative evaluation with a commercial Arabic summarization system.

Item Type: Contribution in Book/Report/Proceedings
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 71270
Deposited By: ep_importer_pure
Deposited On: 17 Oct 2014 09:54
Refereed?: Yes
Published?: Published
Last Modified: 01 Jan 2020 05:48
URI: https://eprints.lancs.ac.uk/id/eprint/71270

Actions (login required)

View Item View Item