Publications

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Journal Article
I. Bounhas and Slimani, Y., نحو منهجية ومدونة في خدمة المعلوماتية العربية في الواب الاجتماعي الدلالي, المجلة الدولية لعلوم و هندسة الحاسوب, vol. 3, no. 3, pp. 67–80, 2011.
I. Bounhas, On the Usage of a Classical Arabic Corpus as a Language Resource: Related Research and Key Challenges, ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 18, no. 3, p. Article N°23, 2019.
B. Elayeb, Bounhas, I., Ben Khiroun, O., Evrard, F., and Ben Saoud, N., Towards a Possibilistic Information Retrieval System Using Semantic Query Expansion, International Journal of Intelligent Information Technologies (IJIIT), vol. 7, no. 2, pp. 1–25, 2011.
I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., Toward a computer study of the reliability of Arabic stories, Journal of the American Society for Information Science and Technology (JASIST), vol. 61, no. 8, pp. 1686–1705, 2010.
I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., Organizing contextual knowledge for arabic text disambiguation and terminology extraction, Knowledge Organization Journal (KO), vol. 38, no. 6, pp. 473–490, 2011.
N. Soudani, Bounhas, I., and Slimani, Y., MOSSA : A MOrpho-Semantic knowledge extraction System for Arabic Information Retrieval, International Journal of Knowledge and Web Intelligence , vol. In Press, 2019.
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.
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, 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.
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.
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.
I. Bounhas, Soudani, N., and Slimani, Y., Building a Morpho-Semantic Knowledge Graph for Arabic Information Retrieval, Information Processing & Management, vol. In Press, 2019.
I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., ArabOnto: experimenting a new distributional approach for building Arabic ontological resources, International Journal of Metadata, Semantics and Ontologies (IJMSO), vol. 6, no. 2, pp. 81–95, 2011.
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.
Conference Paper
I. Bounhas and Slimani, Y., نحو مقاربة شاملة لتحليل وتمثيل الوثائق العربية في الويب الاجتماعي الدلالي, in الندوة الدولية لعلوم و هندسة الحاسوب, Hammamet, Tunisia, May 201-21, pp. 197-210, 2010, pp. 197–210.
R. Ayed, Ben Khiroun, O., Bounhas, I., Elayeb, B., and Slimani, Y., كنوز: مدونة مرجعية باللغة العربية للبحث عن المعلومة, in AbdelMajid Ben Hamadou et al. (eds.), Actes de la 6ième édition du Colloque [email protected], Béja, Tunisia, April 24-26, 2014.
H. Slimi, Bounhas, I., and Slimani, Y., URL-Based Tweet Credibility Evaluation, in Proceedings of the 16th CS/IEEE International Conference on Computer Systems and Applications (AICSSA), Abu Dhabi, UAE, November 03-07, 2019, Abu Dhabi, UAE, 2019.
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.
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.
I. Bounhas and Slimani, Y., A SOCIAL APPROACH FOR SEMI-STRUCTURED DOCUMENT MODELING AND ANALYSIS, in Proceedings of the International Conference on Knowledge Management and Information Sharing (KMIS), Madeira, Portugal, October 6 - 8, 2009, pp. 95–102.
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.
B. Aklouche, Bounhas, I., and Slimani, Y., Query Expansion Based on NLP and Word Embeddings, in Proceedings of the The Twenty-Seventh Text REtrieval Conference (TREC 2018), Gaithersburg, Maryland, USA, 2018.
B. Aklouche, Bounhas, I., and Slimani, Y., Pseudo-Relevance Feedback Based on Locally-Built Co-occurrence Graphs, in 23rd European Conference on Advances in Databases and Information Systems (ADBIS 2019), Bled, Slovenia, 2019.

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