Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
}
TY - GEN
T1 - Evaluation of query-based Arabic text summarization system
AU - El-Haj, M.
AU - Hammo, B.
PY - 2008
Y1 - 2008
N2 - In this paper, we present and analyze the results of the application of Arabic Query-Based Text Summarization System – AQBTSS – in an attempt to produce a query-oriented summary for a single Arabic document. For this task, we adapted the traditional Vector Space Model (VSM) and the cosine similarity measure to find the most relevant passages extracted form Arabic document to produce a text summary. We aim at using the short summaries in some Natural Language (NL) tasks such as generating answers for Arabic open domain Question Answering System (AQAS) as well as experimenting with categorizing Arabic scripts. The obtained results indicate that our simple approach for text summarization is promising.
AB - In this paper, we present and analyze the results of the application of Arabic Query-Based Text Summarization System – AQBTSS – in an attempt to produce a query-oriented summary for a single Arabic document. For this task, we adapted the traditional Vector Space Model (VSM) and the cosine similarity measure to find the most relevant passages extracted form Arabic document to produce a text summary. We aim at using the short summaries in some Natural Language (NL) tasks such as generating answers for Arabic open domain Question Answering System (AQAS) as well as experimenting with categorizing Arabic scripts. The obtained results indicate that our simple approach for text summarization is promising.
U2 - 10.1109/NLPKE.2008.4906790
DO - 10.1109/NLPKE.2008.4906790
M3 - Conference contribution/Paper
SN - 9781424445158
SP - 1
EP - 7
BT - Natural Language Processing and Knowledge Engineering, 2008. NLP-KE '08. International Conference on
PB - IEEE Computer Society
CY - Beijing, China
ER -