Publications

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2019
B. Aklouche, Bounhas, I., and Slimani, Y., Automatic Query Reweighting Using co-occurrence Graphs, in 16th Applied Computing conference, Cagliari, Italy, November 7-9, 2019, 2019.
B. Aklouche, Bounhas, I., and Slimani, Y., BM25 Beyond Query-Document Similarity, in 26th International Symposium on String Processing and Information Retrieval (SPIRE 2019), Segovia, Spain, October 7-9, 2019, 2019.
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 and Ben Guirat, S., KUNUZ: a Multi-purpose Reusable Test Collection for Classical Arabic Document Engineering, 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.
I. Bounhas, Slimi, H., and Slimani, Y., L'exploitation des techniques de régression pour l'évaluation de la crédibilité des tweets, in Extraction et Gestion de Connaissances, pp. 327-332, 21-25 janvier, Metz, France, 2019.
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.
S. Ben Guirat, Bounhas, I., and Slimani, Y., Pre-indexing Techniques in Arabic Information Retrieval, in Proceedings of the 11th International Conference on Agents and Artificial Intelligence,vol. 2, Prague, Czech Republic, February 19-21, 2019, Prague, Czech Republic, 2019.
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.
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.
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.
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 , May 21-23, 2018, Florida, USA, 2018.
S. Ben Guirat, Bounhas, I., and Slimani, Y., Combining indexing units for arabic information retrieval, in Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications, 4 vol., IGI Global, 2018, pp. 671-685.
W. Lahbib, Bounhas, I., and Slimani, Y., Comparative study of word embedding models for Arabic terminology extraction, in Applied Computing conference, pp. 245-252, Budapest, Hungary, 2018.
S. Ben Guirat, Bounhas, I., and Slimani, Y., Enhancing Hybrid Indexing for Arabic Information Retrieval, in 32nd International Symposium, ISCIS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 20-21, 2018, Proceedings, Poznan, Poland, 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), March 12-14 2018, London, UK, 2018.
W. Lahbib, Bounhas, I., and Slimani, Y., A Possibilistic approach for Arabic domain terminology extraction and translation, in International Symposium on Computer and Information Sciences, pp. 231-238, Poznan, Poland, 2018.
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.
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.

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