Abstract
This study provides a comparative study of Arabic question-answering systems. It presents a review of the main approaches and emphasizes the different experimentations in Arabic. It attempts to describe and detail the recent increase in interest and progress in Arabic question-answering research. It compares already existing question-answering systems for this language. It reviews the various categories of proposed question-answering systems within a broader framework of several languages and Arabic. It projects the actual trends of researches in this area for improving the Arabic. Also, it suggests a performance analysis providing an in-depth review of Arabic question-answering, by first noting the characteristics of, and resources available for, Arabic proposed systems and then reviewing the main Arabic question-answering approaches.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Abdelnasser, H., Mohamed, R., Ragab, M., Mohamed, A., Farouk, B., El-Makky, N., Torki, M.: Al-Bayan: an arabic question answering system for the holy quran. In: ANLP 2014, p. 57 (2014)
Abouenour, L., Bouzoubaa, K., Rosso P.: IDRAAQ: New Arabic Question Answering System Basedon Query Expansion and Passage Retrieval. CLEF (Online Working Notes/Labs/Workshop) (2012)
Abuleil, S., Evens, M.: Extracting an Arabic Lexicon from Arabic Newspaper Text. Computers and the Humanities 36(3), 191–221 (2002)
Bekhti, S., Rehman, A., AL-Harbi, M., Saba, T.: AQUASYS: an arabic question-answering system based on extensive question analysis and answer relevance scoring. International Journal of Academic Research 3(4), 45 (2011)
Benajiba, Y., Rosso, P., Lyhyaoui, A.: Implementation of the ArabiQA question answering system’s components. In: Proc. Workshop on Arabic Natural Language Processing, 2nd Information Communication Technologies Int. Symposium. ICTIS-2007, Fez, Morroco, April 3–5, 2007
Bhaskar, P., Pakray, P., Banerjee, S., Banerjee, S., Bandyopadhyay, S., Gelbukh, A.: Question answering system for QA4MRE@CLEF 2012. In: CLEF 2012 Workshop on Question Answering for Machine Reading Evaluation, QA4MRE, September 2012
Brini, W., Ellouze, M., Mesfar, S., Belguith, L.H.: An arabic question-answering system for factoid questions. In: IEEE International Conference on Natural Language Procesing and Knowledge Engineering (IEEE NLP-KE 2009), Dalian, China (2009)
El Ayari, S.: Évaluation transparente de systèmes de questions réponses: application au focus. Actes de ReciTAL, 2007 (2007)
Ezzeldin, A.M., Shaheen, M.: A survey of Arabic question answering: challenges, tasks, approaches, tools, and future trends. In: The 13th International Arab Conference on Information Technology ACIT 2012. December 10–13, 2012. ISSN 1812-0857
Ezzeldin, A.M., Kholief, M.H., El-Sonbaty, Y.: ALQASIM: Arabic language question answer selection in machines. In: Forner, P., Müller, H., Paredes, R., Rosso, P., Stein, B. (eds.) CLEF 2013. LNCS, vol. 8138, pp. 100–103. Springer, Heidelberg (2013)
Grappy A., Grau B.: Validation du type de la réponse dans un système de questions réponses. In: CORIA 2010, pp. 131–146 (2010)
Habash, N., Rambow, O., Roth, R.: MADA+TOKAN: A toolkit for Arabic tokenization, diacritization, morphological disambiguation, PoS tagging, stemming and lemmatization. In: Proceedings of the 2nd International Conference on Arabic Language Resources and Tools (MEDAR), Cairo, Egypt, pp. 102–109 (2009)
Hammo, B., Ableil, S., Lytinen, S., Evens, M.: Experimenting with a Question Answering system for the Arabic language. Computers and the Humanities 38(4), 397–415 (2004)
Kalady, S., Elikkottil, A., Das, R.: Natural language question generation using syntax and keywords. In: Proceedings of QG2010: The Third Workshop on Question Generation, pp. 1–10 (2010)
Kolomiyets, O., Moens, M.F.: A survey on question answering technology from an information retrieval perspective. Information Sciences 181(24), 5412–5434 (2011)
Kurdi, H., Alkhaider, S., Alfaif, N.: Development and evaluation of a web based question answering system for arabic language. Computer Science & Information Technology (CS & IT) 4(2), 187–202 (2014)
Ligozat, A-L.: Exploitation et fusion de connaissances locales pour la recherche d’informations précises. Ph.D. thesis, Université Paris XI – Orsay LIMSI-CNRS, décembre 2006 (2006)
Mohammed, F., Nasser, K., Harb, H.: A knowledge based Arabic Question Answering system (AQAS). ACM SIGART Bulletin, pp. 21–33 (1993)
Moldovan, D., Pasca, M., Harabagiu, S., Surdeanu, M.: Performance issues and error analysisin an open-domain question answering system. ACM Transactions on Information Systems 21(2), 133–154 (2003)
Bdour, W.N., Gharaibeh, N.K.: Development of Yes/No Arabic Question Answering System. International Journal of Artificial Intelligence & Applications (IJAIA) 4(1) (2013). doi:10.5121/ijaia.2013.410551
Niu, Y., Hirst, G., McArthur, G., Rodriguez-Gianolli, P.: Answering clinical questions with role identification. In: Proceedings of the ACL-2003 Workshop Natural Language Processing in Biomedicine, ACL, Sapporo, Japan, pp. 73–80 (2003)
Pho, V.-M.: Génération de réponses pour un système de questions-réponses. In: CORIA 2012, pp. 449–454 (2012)
Razmara, M.: Answering list and other questions. Ph.D. thesis, Concordia University, August 2008
Rinaldi, F., Dowdall, J., Schneider, G.: Answering questions in the genomics domain. In: Dans Proc. ACL 2004 Workshop on Question Answering in Restricted Domains (2004)
Trigui, O., Belguith, L.H., Rosso, P.: DefArabicQA: Arabic definition question answering system. In: Workshop on Language Resources and Human Language Technologies for Semitic Languages, 7th LREC. Valletta, Malta (2010)
Trigui, O., Belguith, L.H., Rosso, P., Amor, H.B., Gafsaoui, B.: Arabic QA4MRE at CLEF 2012: arabic question answering for machine reading evaluation. In: CLEF 2012 Workshop on Question Answering For Machine Reading Evaluation, QA4MRE, September 2012
Voorhees, E.: Overview of the TREC 2001 question answering track. In: Proceedings of the 10th Text REtrieval Conference, pp. 42–51 (2001)
Wyse, B., Piwek, P.: Generating questions from OpenLearn study units. In: Proceedings of the International Conference on Artificial Intelligence in Education Workshops (AIED) (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Bakari, W., Bellot, P., Neji, M. (2016). Literature Review of Arabic Question-Answering: Modeling, Generation, Experimentation and Performance Analysis. In: Andreasen, T., et al. Flexible Query Answering Systems 2015. Advances in Intelligent Systems and Computing, vol 400. Springer, Cham. https://doi.org/10.1007/978-3-319-26154-6_25
Download citation
DOI: https://doi.org/10.1007/978-3-319-26154-6_25
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-26153-9
Online ISBN: 978-3-319-26154-6
eBook Packages: Computer ScienceComputer Science (R0)