Automatic Text Summarization of Frequently Asked Questions Web Pages: Summarizing FAQs No Easier - Softcover

Shaalan, Yassien

Softcover

ISBN 10: 3848413140 ISBN 13: 9783848413140

Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

This research presented in this book is directed towards automating frequently asked questions Web pages summarization, a task that captures the most salient pieces of information in answers of each question. In fact, to achieve this objective, an approach, which applies Web page segmentation to detect Q/A –Question and Answer-units along with the use of some selective statistical sentence extraction features for summary generation, is proposed. In conclusion, it was found that our approach performs much better than its competitive commercial summarization tool. In fact, the overall average scores for all pages examined indicate that it is superior to the other system by approximately 20% which seems to be quite promising. In addition, the overall average for all pages indicates statistical significant improvements for our approach in 62% of the cases. Moreover, considering human evaluators, it was found out that the average improvement for all evaluators is in favor of our new approach by approximately 26.3 %.

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Über die Autorin bzw. den Autor

Yassien Shaalan is a Senior Software Engineer at Applied Science International. He obtained his Master degree in Computer Science from the American University in Cairo while his Bachelor in Computer Engineering from Cairo University. His research interests include Artificial intelligence, Natural Language Processing, Automatic Text Summarization.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2012
• Sprache: Englisch
• ISBN 10: 3848413140
• ISBN 13: 9783848413140
• Einband: Taschenbuch
• Anzahl der Seiten: 176
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Fromm; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland