Publications

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Author Title Type [ Year(Asc)]
2019
M. Bounhas and Elayeb, B., Analogy-based Matching Model for Domain-Specific Information Retrieval, in Proceedings of the 11th International Conference on Agents and Artificial Intelligence (ICAART), Prague, Czech Republic, pp. 1-10, 19-21 February, 2019.
B. Elayeb, Arabic Word Sense Disambiguation: A Review, Artificial Intelligence Review, Springer, vol. 51, no. xx, pp. 1-58, 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.
W. Ben Romdhane, Elayeb, B., and Ben Saoud, N. Bellamine, A Comparative Study Between Possibilistic and Probabilistic Approaches for Query Translation Disambiguation, in Proceedings of the 11th International Conference on Agents and Artificial Intelligence (ICAART), NLPinAI session, Prague, Czech Republic, pp. 932-943, 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.
W. Ben Romdhane, Elayeb, B., and Ben Saoud, N. Bellamine, Automatic Query Translation Disambiguation using Bilingual Proximity-based Approach, in OTM Conferences & Workshops: Proceedings of the 7th International Workshop on Methods, Evaluation, Tools and Applications for the Creation and Consumption of Structured Data for the e-Society. Springer, LNCS 1123, pp. 218-229, Valletta (Malta), 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.
R. Ayed, Chouigui, A., and Elayeb, B., A New Morphological Annotation Tool for Arabic Texts, in Proceedings of the 15th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2018 October 28th to November 1st, 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.
R. Ayed, Elayeb, B., and Ben Saoud, N. Bellamine, Possibilistic Morphological Disambiguation of Structured Hadiths Arabic Texts Using Semantic Knowledge, in Proceedings of the 10th International Conference on Agents and Artificial Intelligence, Funchal, Madeira, Portugal, pp. 565-572, 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.
A. Chouigui, Ben Khiroun, O., and Elayeb, B., Related Terms Extraction from Arabic News Corpus using Word Embedding, in OTM Conferences & Workshops: Proceedings of the 7th International Workshop on Methods, Evaluation, Tools and Applications for the Creation and Consumption of Structured Data for the e-Society. Springer, LNCS, pp. 1-11, Valletta (Malta), 22-26 October, 2018.
A. Chouigui, Ben Khiroun, O., and Elayeb, B., A TF-IDF and Co-occurrence Based Approach for Events Extraction from Arabic News Corpus, in Proceedings of the 23th International Conference on Application of Natural Language to Information Systems (NLDB). Springer International Publishing AG, LNCS 10859, Paris, France, pp. 272-280, 2018.

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