Nada Mimouni

Nada Mimouni

Maître de conférences
Team: Ingénierie des systèmes d'information et de décision
Personal website: https://sites.google.com/view/nadamimouni
Office: 33.1.17A

I’m a lecturer in computer science at the CNAM Paris since September 2019. Before that, I was a postdoc at Télécom ParisTech, at the University Paris Dauphine and Paris Sorbonne. I received my PhD from the University Paris 13 on semantic modeling and querying of networks of French legal texts. In my research work I am interested in the fields of Semantic Web and Data Science with the use of machine learning methods and automatic language processing for data analysis and mining. I have worked on data related to digital humanities, tourism, governance, legal or bibliographic fields. Currently I am working on the issue of critical infrastructures security in the medical field with semantic technologies.

2024

Articles de revue

  1. Abdoune, R.; Lazib, L.; Dahmani-Bouarab, F. and Mimouni, N. Semantic Alignment in Disciplinary Tutoring System: Leveraging Sentence Transformer Technology. In Inteligencia Artificial. Ibero-American Journal of Artificial Intelligence, 28 (75): 46-62, 2024. doi  www 

Articles de conférence

  1. Mimouni, N. and Moissinac, J-C. Towards Efficient Exploitation of Large Knowledge Bases by Context Graphs. In SEMANTICS 2024, Amsterdam, Netherlands, 2024. www 

2022

Articles de revue

  1. Neji, M.; Ghorbel, F.; Gargouri, B.; Mimouni, N. and Metais, E. An Ontology based Smart Management of Linguistic Knowledge. In Journal of Data Mining and Digital Humanities, 23 (2), 2022. doi  www 

2021

Articles de revue

  1. Alves, A.; Brousseau, E.; Mimouni, N. and Yeung, T. Y-C. Competing for policy: Lobbying in the EU wholesale roaming regulation. In Telecommunications Policy, 45 (3): 102087, 2021. doi  www 

Articles de conférence

  1. Rihany, M.; Hannou, F-Z.; Mimouni, N.; Hamdi, F. c.; Tourron, P. and Julien, P-A. A Semantic-Based Approach for Assessing the Impact of Cyber-Physical Attacks: A~Healthcare Infrastructure Use Case. In Graph-Based Representation and Reasoning - 26th International Conference on Conceptual Structures, ICCS, pages 208-215, Springer International Publishing, Virtual event, France, Lecture Notes in Computer Science 12879, 2021. doi  www 

2020

Articles de revue

  1. Mimouni, N.; Moissinac, J-C. and Tuan, A. Domain Specific Knowledge Graph Embedding for Analogical Link Discovery. In International Journal On Advances in Intelligent Systems, 2020. www 

Articles de conférence

  1. Neji, M.; Ghorbel, F.; Gargouri, B.; Mimouni, N. and Metais, E. A Multilingual Linguistic Domain Ontology. In The 34th Pacific Asia Conference on Language, Information and Computation (PACLIC 34), Hanoi, Vietnam, 2020. www 
  1. Atigui, F.; Hamdi, F. c.; Hannou, F-Z.; Lammari, N.; Mimouni, N. and Si-Said, S. Managing Cyber-physical Incidents Propagation in Health Services. In Research Challenges in Information Science: RCIS 2020, Springer, Limassol, Cyprus, Research Challenges in Information Science 14th International Conference, RCIS 2020, Limassol, Cyprus, September 23--25, 2020, Proceedings , 2020. www 

2019

Articles de conférence

  1. Mimouni, N. and Moissinac, J-C. Jc Vers une exploitation efficace de grandes bases de connaissances par des graphes de contexte. In 30es Journées Francophones d'Ingénierie des Connaissances, IC 2019, pages 81-96, Toulouse, France, 30es Journées Francophones d'Ingénierie des Connaissances, IC 2019 , 2019. www 
  1. Moissinac, J-C. Jc and Mimouni, N. Projet Data&Musée Représentations sémantiques et leur exploitation pour le traitement de données collectées dans des musées et monuments. In DAHLIA 2019 :Informatique et Humanités numériques : quelles problématiques pour quels domaines ?'', Nantes, France, 2019. www 
  1. Mimouni, N. and Yu-Cheong Yeung, T. Text Preprocessing for Shrinkage Regression and Topic Modeling to Analyse EU Public Consultation Data. In Computational Linguistics and Intelligent Text Processing, 20th International Conference, CICLing 2019, La Rochelle, France, 2019. www 
  1. Mimouni, N.; Moissinac, J-C. Jc and Vu, A. T. Knowledge Base Completion With Analogical Inference on Context Graphs. In Semapro 2019, Porto, France, 2019. www 
  1. Alves Moreira, A.; Mimouni, N.; Yu-Cheong Yeung, T. and Brousseau, E. Competing for policy: Lobbying in the EU wholesale roaming regulation (The Most Inspiring Managerial Implications Award). In 10th International Research Meeting in Business and Management (IRMBAM-2019), Nice, France, 2019. www 
  1. Mimouni, N.; Moissinac, J-C. Jc and Vu, A. T. Entity Embedding Analogy for Implicit Link Discovery. In ESWC 2019, Portoroz, Slovenia, 2019. www 

2018

Chapitres d'ouvrage

  1. Mimouni, N.; Nazarenko, A. and Salotti, S. Answering Complex Queries on Legal Networks: A Direct and a Structured IR Approaches. In Pagallo U., Palmirani M., Casanovas P., Sartor G., Villata S. (eds) AI Approaches to the Complexity of Legal Systems. AICOL 2015, 2016, 2017, Lecture Notes in Computer Science, vol 10791. Springer., pages 451-464, 2018. doi  www 

Articles de conférence

  1. Mimouni, N. and Yu-Cheong Yeung, T. Comparing Performance of Text Pre-processing Methods for Predicting A Binary Position by LASSO. In Workshop on Women in Data Science, co-located with The Web Conference 2018 (WWW'18), ScholarWorks, Boise State University, Lyon, France, 2018. doi  www 

2015

Articles de conférence

  1. Salotti, S.; Nazarenko, A. and Mimouni, N. Answering Complex Queries on Legal Networks : a Direct and a Structured IR Approaches. In Network Analysis in Law Workshop, Braga, Portugal, 2015. www 
  1. Mimouni, N.; Nazarenko, A. and Salotti, S. Answering Complex Queries on Legal Networks : a Direct and a Structured IR Approaches. In Network Analysis in Law Workshop (held in connection with JURIX 2015), Braga, Portugal, 2015. www 
  1. Mimouni, N.; Nazarenko, A. and Salotti, S. A Conceptual Approach for Relational IR: Application to Legal Collections. In 13th International Conference, ICFCA 2015, Nerja, Spain, Formal Concept Analysis, 13th International Conference, ICFCA 2015, Nerja, Spain, June 23-26, 2015, Proceedings , 2015. doi  www 
  1. Mimouni, N.; Nazarenko, A. and Salotti, S. Une ontologie documentaire pour l'accès aux contenus juridiques. In 26es Journées Francophones d'Ingénierie des Connaissances, Rennes, France, Actes des 26es Journées Francophones d'Ingénierie des Connaissances. Vers le traitement de la masse des données disponibles sur le Web , 2015. www 

Thèses et habilitations

  1. Mimouni, N. Interrogation d'un réseau sémantique de documents : l'intertextualité dans l'accès `a l'information juridique. Ph.D. Thesis, Doctorat de l'Université Paris 13 - Sorbonne Paris Cité, 2015.

Actes de colloque

  1. Mimouni, N.; Nazarenko, A. and Salotti, S. Vers une recherche sémantique et `a base de graphe dans les systèmes d'accès `a l'information juridique. , Rennes, France, 2015. www 
  1. Mimouni, N.; Nazarenko, A. and Salotti, S. A Conceptual Approach for Relational IR: Application to Legal Collections. , M'alaga , Spain, 2015. www 

2014

Chapitres d'ouvrage

  1. Mimouni, N.; Nazarenko, A. and Salotti, S. An Approach for Searching and Browsing a Network of Legal Documents. In Network Analysis in Law, pages 183-207, Edizioni Scientifiche Italiane, 2014. www 

Articles de conférence

  1. Mimouni, N.; Nazarenko, A.; Paul, E. and Salotti, S. Towards Graph-based and Semantic Search In Legal Information Access Systems. In Twenty-Seventh Annual Conference on Legal Knowledge and Information Systems (JURIX 2014), pages 163-168, Krakow, Poland, 2014. www 

2013

Articles de conférence

  1. Mimouni, N. Modeling Legal Documents as Typed Linked Data for Relational Querying. In First JURIX Doctoral Consortium and Poster Sessions in conjunction with the 26th International Conference on Legal Knowledge and Information Systems, JURIX 2013, Bologna, Italy, Proceedings of the First JURIX Doctoral Consortium and Poster Sessions in conjunction with the 26th International Conference on Legal Knowledge and Information Systems, JURIX 2013, Bologna, Italy, December 11-13, 2013 1105, 2013. www 
  1. Mimouni, N.; Nazarenko, A. and Salotti, S. Une ontologie documentaire pour la recherche d'information relationnelle. In Quatrième Atelier Recherche d'Information SEmantique (RISE 2013), Lille, France, 2013. www 
  1. Mimouni, N.; Salotti, S. and Paul, E. Modeling Collections of French Local Administration Documents. In Legal Knowledge and Information Systems - (JURIX) 2013 : The Twenty-Sixth Annual Conference, pages 117-120, IOS Press, Bologna, Italy, 2013. doi  www 
  1. Amardeilh, F.; Bourcier, D.; Cherfi, H.; Dubail, C-H.; Garnier, A.; Guillemin-Lanne, S.; Mimouni, N.; Nazarenko, A.; Paul, E.; Salotti, S.; Seizou, M.; Szulman, S. and Zargayouna, H. The Légilocal project: the local law simply shared. In The Twenty-Sixth Annual Conference on Legal Knowledge and Information Systems(JURIX 2013), pages 11-14, Bologne, Italy, 2013. www 
  1. Mimouni, N.; Fernandez, M.; Nazarenko, A.; Bourcier, D. and Salotti, S. A relational approach for information retrieval on XML legal source. In International Conference on Artificial Intelligence and Law (ICAIL), Rome, Italy, 2013. www 

2012

Articles de conférence

  1. Mimouni, N.; Nazarenko, A. and Salotti, S. Analyse formelle et relationnelle de concepts pour la modélisation et l'interrogation d'une collection documentaire. In Quatrième Atelier Recherche d'Information SEmantique RISE, Bordeaux, France, 2012. www 
  1. Mimouni, N.; Nazarenko, A. and Salotti, S. Classification conceptuelle d'une collection documentaire. Intertextualité et Recherche d'Information. In CORIA (Conférence en Recherche d'Infomations et Applications) CORIA 2012, 9th French Information Retrieval Conference, Bordeaux, France, 2012. www 
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