Publications
"SPEEDSER: A Possibilistic System for Query Disambiguation, Expansion and Translation",
In International Journal of Information Technology & Decision Making, DOI : 10.1142/S0219622023500499 , June 2023.
"An Arabic Multi-source News Corpus: Experimenting on Single-document Extractive Summarization",
In Arabian Journal for Science and Engineering, 46(08), 1-14, DOI : 10.1007/s13369-020-05258-z , February 2021.
"Automatic Arabic Text Summarization Using Analogical Proportions",
In Cognitive Computation journal, 12, 1043–1069, DOI : 10.1007/s12559-020-09748-y, August 2020.
"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 (Meta4eS’18), Springer, LNCS, pp. 1-11, Valletta, Malta, 22-26 October 2018.
"ANT Corpus: un Corpus Multi-Sources pour la Classification et la Fouille des Textes Arabes",
1ère édition des Journées Scientifiques Pluridisciplinaires (JSP 2018) : Recherche et Innovation à l’Ère du Numérique Massif, ISAMM, Université de Manouba, Tunisie, Septembre 2018.
View poster presentation (in French): Poster
"A TF-IDF and Co-occurrence Based Approach for Events Extraction from Arabic News Corpus",
In proceedings of the 23rd International Conference on Natural Language & Information Systems (NLDB 2018), pp. 272-280, Paris, France, 13-15 June 2018.
"Mono- and Cross-Language Information Retrieval: From Semantic Query Disambiguation to Query Expansion",
Ph.D. Thesis in Computer Science
- University: National School of Computer Sciences (ENSI), University of Manouba, Tunisia.
- Laboratory: RIADI-ENSI lab.
- Defense date: March 08th, 2018
- Mention: very honorable
- Jury members:
- Prof. Henda Hajjami Ben Ghezala (President)
- Prof. Chiraz Latiri (Reviewer)
- Prof. Mathieu Roche (Reviewer)
- Prof. Rim Faiz (Member)
- Prof. Narjès Bellamine Ben Saoud (Supervisor)
(co-supervised with Dr. Bilel Elayeb)
Download thesis: PDF
(from HAL)
"Towards a Query Translation Disambiguation Approach using Possibility Theory",
In proceedings of the 10th International Conference on Agents and Artificial Intelligence (ICAART 2018), pp. 606-613, Funchal, Madeira, Portugal, 16-18 January 2018.
Download paper: PDF
"ANT Corpus : An Arabic News Text Collection for Textual Classification",
In proceedings of the 14th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2017), pp. 135-142, Hammamet, Tunisia, October 30 – November 3, 2017.
Project Web site: 🐜 https://antcorpus.github.io/ | Download paper: IEEE
"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.
"Towards a New Standard Arabic Test Collection for Mono- and Cross-Language Information Retrieval",
In the 19th International Conference on Application of Natural Language to Information Systems (NLDB 2014), Springer-Verlag Berlin, Germany, pp. 168-171, Montpellier, France, 18-20 June 2014 .
"A Comparative Study between Possibilistic and Probabilistic Approaches for Monolingual Word Sense Disambiguation",
In Knowledge and Information Systems, Springer London, 44(1): 91-126, DOI : 10.1007/s10115-014-0753-z, July 2015.
"Improving Query Expansion by Automatic Query Disambiguation in Intelligent Information Retrieval",
In the 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), pp. 153-160, Angers, Loire Valley, France, 6-8 March 2014.
"كنوز: مدونة مرجعية باللغة العربية للبحث عن المعلومة",
In Proceedings of the 6th INFOL@NGUES seminar, Centre de Publication Universitaire (CPU) Eds, ISLAIB Béja, Tunisia, 24-26 April 2014.
"A Possibilistic Approach for Automatic Word Sense Disambiguation",
In the 24th Conference on Computational Linguistics and Speech Processing (ROCLING 2012), pp. 261-275, Yuan Ze University, Chung-Li, Taiwan, 21-22 September 2012.
Conference web sites: ACLCLP.org & ROCLING 2012
Download paper: PDF | Download proceedings: PDF"Towards a Possibilistic Information Retrieval System Using Semantic Query Expansion",
In International Journal of Intelligent Information Technologies (IJIIT), IGI Global, Hershey, USA, 7(4) : 1-25, DOI : 10.4018/jiit.2011100101, October-December 2011.
"A Possibilistic Approach for Semantic Query Expansion",
In the 4th international conference on Internet Technologies and Applications (ITA 2011), V. Grout, D. Oram, and R. Picking (Eds), pp. 308-316, Wrexham Wales (UK), 6-9 September 2011.
Download proceedings: Lulu"SPORSER: A Possibilistic Semantic Query Expansion System",
Master Thesis in “Software Engineering and Decision Support”
- University: National School of Computer Sciences (ENSI), University of Manouba, Tunisia.
- Laboratory: RIADI-ENSI lab.
- Internship: Informatics Research Institute of Toulouse (IRIT), France.
- Defense date: November 03th, 2010
- Mention: very honorable
- Jury:
- Prof. Moncef Tagina (President)
- Dr. Anja Habacha Chaibi (Member)
- Prof. Narjès Bellamine Ben Saoud (Supervisor)
- Dr. Bilel Elayeb (Invited member and Co-supervisor)
"Design and development of a dashboard application to visualize generated data from Esper Data Stream Management System",
Engineering project in Computer Science
- University: National School of Computer Sciences (ENSI), University of Manouba, Tunisia.
- Internship: TÉLÉCOM ParisTech, France.
- Defense date: September 2009
- Mention: with honors