Publications

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2018
N. Soudani, Bounhas, I., and Ben Babiss, S., “Ambiguity Aware Arabic Document Indexing and Query Expansion: a Morphological Knowledge Learning-based Approach”, in Proceedings of the 31st International Florida Artificial Intelligence Research Society (FLAIRS-31) Conference , Crowne Plaza Melbourne Oceanfront Melbourne, Florida, USA, 2018.
N. Soudani, Bounhas, I., and Slimani, Y., “A hybrid approach for standardized Dictionary-based knowledge extraction for Arabic morpho-semantic retrieval”, in Proceedings of the 2nd IEEE International Workshop on Arabic and derived Script Analysis and Recognition (ASAR 2018), The Alan Turing Institute, London, United Kingdom, 2018.
2016
B. Elayeb and Bounhas, I., “Arabic Cross-Language Information Retrieval: A Review”, ACM Transactions on Asian and Low-Resource Language Information Processing , vol. 15, no. 3, p. 44 pages, Article 18, 2016.
S. Ben Guirat, Bounhas, I., and Slimani, Y., “Combining Indexing Units for Arabic Information Retrieval”, International Journal of Software Innovation (IJSI), vol. 4, no. 4, pp. 1-14, 2016.
N. Soudani, Bounhas, I., and Slimani, Y., “Experimenting an unsupervised LSA-based Approach for Arabic queries SEmantic Disambiguation”. CICLing 2016 / ACLing 2016 Konya, Turkey (unpublished), 2016.
S. Ben Guirat, Bounhas, I., and Slimani, Y., “A Hybrid Model for Arabic Document Indexing”, in 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2016), May 30 - June 1, 2016 Shanghai China, 2016.
N. Soudani, Bounhas, I., and Slimani, Y., “Semantic Information Retrieval: A comparative experimental study of NLP Tools and Language Resources for Arabic”, in 28th International International Conference on Tools with Artificial Intelligence (ICTAI), November 06-08, San Jose, Canada, 2016.
2015
W. Lahbib, Bounhas, I., and Slimani, Y., “Arabic Terminology Extraction and Enrichment based on Domain-Specific Text Mining”, in Proceedings of The 27th International Conference on Tools with Artificial Intelligence,November 9-11, 2015, Vietri sul Mare, Italy, 2015.
B. Elayeb, Bounhas, I., Ben Khiroun, O., and Ben Saoud, N., “Combining Semantic Query Disambiguation and Expansion to Improve Intelligent Information Retrieval”, in Duval B., van den Herik J., Loiseau S., and Filipe J. (eds.), ICAART 2014 Revised Selected papers, LNAI 8946, Springer International Publishing Switzerland, pp. 280-295., 2015.
B. Elayeb, Bounhas, I., Ben Khiroun, O., Evrard, F., and Ben Saoud, N., “A Comparative Study between Possibilistic and Probabilistic Approaches for Monolingual Word Sense Disambiguation”, Knowledge and Information Systems, vol. 44, no. 1, pp. 91-126, 2015.
I. Bounhas, Ayed, R., Elayeb, B., Evrard, F., and Ben Saoud, N., “Experimenting a discriminative possibilistic classifier with reweighting model for Arabic morphological disambiguation”, Computer Speech and Language , vol. 33, no. 1, pp. 67-87, 2015.
I. Bounhas, Ayed, R., Elayeb, B., Evrard, F., and Ben Saoud, N., “A Hybrid Possibilistic Approach for Arabic Full Morphological Disambiguation”, Data & Knowledge Engineering, vol. 100, no. Part B, pp. 240-254, 2015.
I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., “Information reliability evaluation: from Arabic storytelling to computer sciences”, ACM Journal on Computing and Cultural Heritage (JOCCH), vol. 8, no. 3, p. Article 14, 33 pages, 2015.
2014
I. Bounhas, Lahbib, W., and Elayeb, B., “Arabic domain terminology extraction: A literature review”, in R. Meersman et al. (Eds.), Proceedings of The 13th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE), Springer-Verlag Berlin Heidelberg, LNCS 8841, Amantea, Italy, 2014, pp. 792–799.
W. Lahbib, Bounhas, I., and Elayeb, B., “Arabic-English domain terminology extraction from aligned corpora”, in R. Meersman et al. (Eds.), Proceedings of The 13th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE), Springer-Verlag Berlin Heidelberg, LNCS 8841, Amantea, Italy, 2014, pp. 745–759.
K. Faidi, Ayed, R., Bounhas, I., and Elayeb, B., “Comparing Arabic NLP tools for Hadith Classification”, in Proceedings of The Second International Conference on Islamic Applications in Computer Science and Technologies (IMAN), Amman, Jordan, October 1-3, 2014.
S. Houissa, Bounhas, I., and Oueslati, S., “De l'usage et la production de l'IST à la publication en libre accès: implication des chercheurs de l'UMA”, in Proceedings of the 1st International conference on Open Access and scientific research: towards new values, ICOA'2014, Tunis, Tunisia, November 27-28, 2014.
R. Ayed, Bounhas, I., Elayeb, B., Ben Saoud, N., and Evrard, F., “Evaluation d’une approche possibiliste pour la désambiguısation des textes arabes”, in Actes de TALN’2014 – Traitement Automatique des Langue Naturelles, Marseille, France, July 1-4, 2014, pp. 316–327.
I. Bounhas, Lahbib, W., and Elayeb, B., “Extraction de terminologies en langue Arabe: un état de l'art”, in Actes des 5èmes journées Francophones sur les Ontologies,Hammamet, Tunisie, November 14-16, pp. 271-282, 2014.
N. Soudani, Bounhas, I., Elayeb, B., and Slimani, Y., “A Generic Normalization Approach of Arabic Dictionaries for Arabic Word Sense Disambiguation”, in Actes des 5èmes journées Francophones sur les Ontologies,Hammamet, Tunisie, November 14-16, pp. 309-315 , 2014.
R. Ayed, Bounhas, I., Elayeb, B., Ben Saoud, N., and Evrard, F., “Improving Arabic Texts Morphological Disambiguation Using a Possibilistic Classifier”, in Natural Language Processing and Information Systems - Proceedings of The 19th International Conference on Applications of Natural Language to Information Systems, NLDB'2014, Montpellier, France, June 18-20, 2014, 2014, pp. 138–147.
O. Ben Khiroun, Elayeb, B., Bounhas, I., Evrard, F., and Ben Saoud, N., “Improving Query Expansion by Automatic Query Disambiguation in Intelligent Information Retrieval”, in Proceedings of ICAART'2014 - the 6th International Conference on Agents and Artificial Intelligence, Volume 1, ESEO, Angers, Loire Valley, France, March 6-8, 2014, pp. 153–160.
N. Soudani, Bounhas, I., Elayeb, B., and Slimani, Y., “An LMF-based Normalization approach of Arabic Islamic dictionaries for Arabic Word Sense Disambiguation: application on hadith”, in The Second International Conference on Islamic Applications in Computer Science and Technologies (IMAN), Amman, Jordan, October 1-3 (publihed in The International Journal on Islamic Applications in Computer Science And Technology, vol. 3, no. 2, pp 10-18), 2014.
N. Soudani, Bounhas, I., Elayeb, B., and Slimani, Y., “Toward an Arabic ontology for Arabic word sense disambiguation based on normalized dictionaries”, in R. Meersman et al. (Eds.), Proceedings of The 13th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE), Springer-Verlag Berlin Heidelberg, LNCS 8842, Amantea, Italy, pp. 655-658, 2014.
O. Ben Khiroun, Ayed, R., Elayeb, B., Bounhas, I., Ben Saoud, N., and Evrard, F., “Towards a New Standard Arabic Test Collection for Mono- and Cross-Language Information Retrieval”, in Natural Language Processing and Information Systems - Proceedings of The 19th International Conference on Applications of Natural Language to Information Systems, NLDB'2014, Montpellier, France, June 18-20, 2014, 2014, pp. 168–171.

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