Cedric du Mouza

Cedric du Mouza

Professeur des Universités
Team: Ingénierie des systèmes d'information et de décision
Personal website: http://cedric.cnam.fr/~dumouza
Phone: +33 1 58 80 85 66
Office: 33.1.18A

I am professor at Conservatoire National des Arts et Métiers (CNAM), member of the information systems team, named Ingénierie des Systèmes d'Information et de Décision (ISID) . My research work concerns especially three areas: * modeling, querying and indexing spatial, spatio-temporal and multi-dimensional databases * Web syndication and Social Networks algorithms with scalability and semantic issues * digital humanities You can consult and download most of my papers on this site or consult DBLP. I was member of the program committee for various conferences, including (EDBT, DBKDA, BDA, DEXA, etc) and member of the organization committee of NLDB'07 and ICDE'18. I am also reviewer for VLDB, DAMI and IS journals. My teaching activity concerns mainly databases (relational and decisional) and information systems. I coordinated the QUALHIS project (MASTODONS) and DAPHNE project (ANR). I was involved in the following research projects: ROSES (ANR), DISCO (ANR), Scrambling (Indus.), Neuma (ANR)

2024

Articles de conférence

  1. Prieur, M.; Du Mouza, C.; Gadek, G. and Grilheres, B. Shadowfax: Harnessing Textual Knowledge Base Population. In SIGIR 2024: The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 2796-2800, Association for Computing Machinery, Washington DC, United States, 2024. doi  www 

2023

Articles de revue

  1. Rygiel, P.; Lamassé, S. and Du Mouza, C. De l'histoire numérique `a l'histoire données~?. In Les Cahiers de Framespa : e-Storia (42), 2023. doi  www 

Articles de conférence

  1. Prieur, M.; Du Mouza, C.; Gadek, G. and Grilhères, B. Peuplement de base de connaissances, évaluation et système end-to-end. In Conférence Extraction et Gestion des Connaissances (EGC), Lyon, France, 2023. www 
  1. Prieur, M.; Du Mouza, C.; Gadek, G. and Grilheres, B. Evaluating and Improving End-to-End Systems for Knowledge Base Population. In International Conference on Agents and Artificial Intelligence (ICAART), Lisbonne, France, 2023. www 

2022

Articles de conférence

  1. Kouadri, W. M.; Akoka, J.; Comyn-Wattiau, I. and du Mouza, C. Uncertainty detection in~historical databases. In NLDB 2022 : 27th International Conference on Applications of Natural Language to Information Systems, pages 73-85, Springer International Publishing, Valencia, Spain, Lecture Notes in Computer Science Lecture Notes in Computer Science, volume 13286, 2022. doi  www 

2021

Articles de revue

  1. Grossetti, Q.; Du Mouza, C.; Travers, N. and Constantin, C. Reducing the filter bubble effect on Twitter by considering communities for recommendations. In International Journal of Web Information Systems, 17 (6): 728-752, 2021. doi  www 
  1. Akoka, J.; Comyn-Wattiau, I.; Lamassé, S. and Du Mouza, C. Conceptual modeling of prosopographic databases integrating quality dimensions. In Journal of Data Mining and Digital Humanities, Special Issue on Data Science and Digital Humanities @ EGC 2018, 2021. doi  www 

Articles de conférence

  1. Debure, J.; Brunesseaux, S.; Constantin, C. and Du Mouza, C. An Interaction Profile-based Classification for Twitter Users. In International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA) 2021, pages 21-25, Valence, Spain, 2021. www 
  1. Akoka, J.; Comyn-Wattiau, I.; Du Mouza, C. and Prat, N. Mapping multidimensional schemas to property graph models. In ER 2021 40th International Conference on Conceptual Modeling, pages 3-14, Springer International Publishing, St. John's, NL, Canada, Lecture Notes in Computer Science 13012, 2021. doi  www 

2020

Articles de revue

  1. Dupuis, D.; Du Mouza, C.; Travers, N. and Chareyron, G. Real-Time Influence Maximization in a RTB Setting. In Data Science and Engineering, 5 (3): 224-239, 2020. doi  www 
  1. Akoka, J.; Comyn-Wattiau, I. and Du Mouza, C. Conception de Bases de Données Prosopographiques en Histoire - Un 'Etat de l'Art. In Revue ouverte d'ingénierie des systèmes d'information, 1 (3): 1-19, 2020. doi  www 

Articles de conférence

  1. Akoka, J.; Comyn-Wattiau, I. and Du Mouza, C. 'Evaluer la crédibilité des sources historiques. In Atelier EGC DAHLIA, Bruxelles, France, 2020. www 
  1. Akoka, J.; Comyn-Wattiau, I.; Lamassé, S. and Du Mouza, C. Contribution of conceptual modeling to enhancing historians' intuition : application to prosopography. In ER 2020 : 39th International Conference on Conceptual Modeling, pages 164-173, Springer, Vienne, Austria, ER 2020: Conceptual Modeling , 2020. doi  www 
  1. Debure, J.; Brunesseaux, S.; Constantin, C. and Du Mouza, C. A Pattern-based Approach for an Early Detection of Popular Twitter Accounts. In Conférence sur la Gestion de Données -- Principes, Technologies et Applications (BDA), Paris, France, 2020. www 
  1. Debure, J.; Brunessaux, S.; Constantin, C. and Du Mouza, C. A pattern-based Approach for an Early Detection of Popular Twitter Accounts. In International Database Engineering & Applications Symposium (IDEAS), Séoul, France, 2020. doi  www 

Divers

  1. Akoka, J.; Darmont, J. and Du Mouza, C. Systèmes d'Information et Humanités Numériques. Numéro spécial. www 
  1. Akoka, J.; Darmont, J. and Du Mouza, C. Systèmes d'information et humanités numériques. www 

2019

Articles de conférence

  1. Constantin, C.; Du Mouza, C. and Li, Y. A Label-based Edge Partitioning for Multi-Layer Graphs. In 52nd Hawaii International Conference on System Sciences (HICSS 2019), pages 2216-2225, HICSS, Maui, Hawaii, United States, 2019. doi  www 
  1. Akoka, J.; Comyn-Wattiau, I.; Lamassé, S. and Du Mouza, C. Modeling historical social networks databases. In Hawaii International Conference on System Sciences, pages 2772-2781, Hawaii, United States, 2019. www 
  1. Dupuis, D.; Travers, N.; Du Mouza, C. and Chareyron, G. Influence Maximization in a Real-Time Bidding Environment. In Bases de Données Avancées (BDA'19), Lyon, France, 2019. www 
  1. Grossetti, Q.; Du Mouza, C. and Travers, N. Community-based Recommendations on Twitter: Avoiding The Filter Bubble. In Web Information Systems Engineering -- WISE 2019, Hong-Kong, China, 2019. doi  www 
  1. Akoka, J.; Comyn-Wattiau, I.; Du Mouza, C. and Prat, N. Design science research for the humanities. The case of prosopography. In International Conference on Design Science Research in Information Systems and Technology, pages 239-253, Springer, Worcester, United States, 2019. doi  www 
  1. Dupuis, D.; Du Mouza, C.; Travers, N. and Chareyron, G. RTIM: a Real-Time Influence Maximization Strategy. In Web Information Systems Engineering -- WISE 2019, Hong-Kong, China, 2019. doi  www 

2018

Articles de conférence

  1. Akoka, J.; Comyn-Wattiau, I.; Lamassé, S. and Du Mouza, C. Les bases de données prosopographiques : un état de l'art. In INFORSID 2018 : 36e congrès INFormatique des ORganisation et Systèmes d'Information et de Décision. Atelier SIHN, pages 1-18, Nantes, France, 2018. www 
  1. Grossetti, Q.; Constantin, C.; Du Mouza, C. and Travers, N. An Homophily-based Approach for Fast Post Recommendation in Microblogging Systems. In 21st International Conference on Extending Database Technology (EDBT 2018), pages 229-240, Vienne, Austria, 2018. doi  www 
  1. Akoka, J.; Comyn-Wattiau, I.; Lamassé, S. and Du Mouza, C. Modélisation conceptuelle des bases prosopographiques : représentation de l'information incertaine. In SDHn 2018 : Atelier Sciences des Données et Humanités Numériques, Paris, France, 2018. www 

2017

Articles de revue

  1. Constantin, C.; Li, Y. and Du Mouza, C. Un partitionnement d'arêtes `a base de blocs pour les algorithmes de marches aléatoires dans les grands graphes sociaux. In Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 22 (3): 89-113, 2017. doi  www 

Articles de conférence

  1. Grossetti, Q.; Du Mouza, C. and Travers, N. Tweet, Retweet et Follower : que recommander et `a qui ?. In AISR2017, Paris, France, 2017. www 
  1. Li, Y.; Constantin, C. and Du Mouza, C. SGVCut: A Vertex-Cut Partitioning Tool for RandomWalks-based Computations over Social Network graphs. In International Conference on Scientific and Statistical Database Management, SSDBM, pages 39:1-39:4, Chicago, United States, 2017. doi  www 

2016

Articles de revue

  1. Hmedeh, Z.; Kourdounakis, H.; Christophides, V.; Du Mouza, C.; Scholl, M. and Travers, N. Content-Based Publish/Subscribe System for Web Syndication. In Journal of Computer Science and Technology, 31: 359-380, 2016. doi  www 
  1. Constantin, C.; Du Mouza, C.; Litwin, W.; Rigaux, P. and Schwarz, T. AS-Index: A Structure For String Search Using n-grams and Algebraic Signatures. In Journal of Computer Science and Technology, 31 (1): 147-166, 2016. doi  www 
  1. Constantin, C.; Dahimene, R.; Du Mouza, C. and Grossetti, Q. Recommandation contextuelle d'utilisateurs pour les plateformes de micro-blogging. In Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information: 93-118, 2016. doi  www 

Articles de conférence

  1. Li, Y.; Constantin, C. and Du Mouza, C. A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs. In Web Information Systems Engineering -- WISE 2016, pages 275-289, Shanghai, China, 2016. www 
  1. Li, Y.; Constantin, C. and Du Mouza, C. A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs. In 32ème Conférence sur la Gestion de Données - BDA2016, Poitiers, France, 2016. www 
  1. Constantin, C.; Dahimene, R.; Grossetti, Q. and Du Mouza, C. Finding Users of Interest in Micro-blogging Systems. In International Conference on Extending Database Technology, EDBT, Bordeaux, France, 2016. doi  www 

2015

Articles de conférence

  1. Dahimene, R.; Constantin, C.; Grossetti, Q. and Du Mouza, C. Recommandation d'utilisateurs pour les sites de microblogging. In 31ème Conférence sur la Gestion de Données - BDA2015, ^Ile de Porquerolles, France, 2015. www 

2014

Articles de revue

  1. Akoka, J.; Comyn-Wattiau, I.; Du Mouza, C.; Fadili, H.; Lammari, N.; Metais, E. and Si-Said Cherfi, S. A semantic approach for semi-automatic detection of sensitive data. In Information Resources Management Journal, 27 (4): 23-44, 2014. doi  www 
  1. Travers, N.; Hmedeh, Z.; Vouzoukidou, N.; Du Mouza, C.; Christophides, V. and Scholl, M. RSS feeds behavior analysis, structure and vocabulary. In International Journal of web information systems, 10 (3): 291-320, 2014. doi  www 

Articles de conférence

  1. Dahimene, R.; Constantin, C. and Du Mouza, C. RecLand: A Recommender System for Social Networks. In International Conference on Information and Knowledge Management, pages 2063-2065, ACM, Shanghai, China, 2014. doi  www 

2013

Articles de conférence

  1. Hmedeh, Z.; Du Mouza, C. and Travers, N. An Intelligent PubSub Filtering System. In Bases de Données Avancées, Nantes, France, 2013. www 

Divers

  1. Dahimene, R. and Du Mouza, C. MicroFilter: Scalable Real-Time Filtering Of Micro-blogging Content. , Poster. www 
  1. Dahimene, R. and Du Mouza, C. MicroFilter: real time filtering of microblogging content. , Poster. www 

2012

Articles de conférence

  1. Constantin, C.; Du Mouza, C.; Rigaux, P.; Thion, V. and Travers, N. A Desktop Interface over Distributed Document Repositories. In International Conference on Extending Database Technology (EDBT'12), pages 104-107, Berlin, Germany, 2012. www 
  1. Hmedeh, Z.; Kourdounakis, H.; Christophides, V.; Du Mouza, C.; Scholl, M. and Travers, N. Subscription Indexes for Web Syndication Systems. In EDBT'12, International Conference on Extending Database Technology, pages 311-322, Berlin, Germany, 2012. www 
  1. Hmedeh, Z.; Kourdounakis, H.; Christophides, V.; Du Mouza, C.; Scholl, M. and Travers, N. Indexes Analysis for Matching Subscriptions in RSS feeds. In Bases de Données Avancées, BDA'2012, pages 1-20, Clermont-Ferrand, France, 2012. www 
  1. Constantin, C.; Du Mouza, C.; Rigaux, P.; Thion, V. and Travers, N. Browse Your Content-Based Distributed Repository!. In BDA'12, Bases de Données Avancées, pages 1-5, Clermont-Ferrand, France, 2012. www 
  1. Dahimene, R.; Du Mouza, C. and Scholl, M. Efficient Filtering in Micro-blogging Systems: We Won't Get Flooded Again. In Intl. IEEE Conf. on Scientific and Statistical Databases (SSDBM'12), pages 168-176, Chania, Greece, 2012. www 

2011

Articles de conférence

  1. Constantin, C.; Du Mouza, C.; Faget, Z. and Rigaux, P. The Melodic Signature Index for Fast Content-based Retrieval of Symbolic Scores. In ISMIR 2011 - 12th International Society for Music Information Retrieval Conference, pages 363-368, Miami, United States, 2011. www 
  1. Constantin, C.; Du Mouza, C.; Faget, Z. and Rigaux, P. Indexing Symbolic Music Scores. In Bases de Données Avancées (BDA), pages 60-77, Rabat, Morocco, 2011. www 
  1. Hmedeh, Z.; Travers, N.; Vouzoukidou, N.; Christophides, V.; Du Mouza, C. and Scholl, M. Everything you would like to know about RSS feeds and you are afraid to ask. In BDA'11, Base de Données Avancées, pages 1-20, Rabat, Morocco, 2011. www 
  1. Hmedeh, Z.; Vouzoukidou, N.; Travers, N.; Christophides, V.; Du Mouza, C. and Scholl, M. Characterizing Web Syndication Behavior and Content. In WISE'11, The 12th International Conference on Web Information System Engineering, pages 29-42, Sydney, Australia, 2011. www 

Divers

  1. Metais, E.; Lammari, N.; Si-Said Cherfi, S.; Du Mouza, C. and Amara, S. Projet VIVA : Vivre avec Alzheimer en 2030. , Poster. www 

2010

Articles de conférence

  1. Du Mouza, C.; Metais, E.; Lammari, N.; Akoka, J.; Aubonnet, T.; Comyn-Wattiau, I.; Fadili, H. and Si-Said Cherfi, S. Towards an automatic detection of sensitive information in a database. In DBKDA 2010 : 2nd International Conference on Advances in Databases, Knowledge, and Data Applications, pages 247-252, IEEE Computer Society, Les Menuires, France, 2010. doi  www 

2009

Articles de revue

  1. Du Mouza, C.; Litwin, W. and Rigaux, P. Large-Scale Indexing of Spatial Data in Distributed Repositories: the SD-Rtree. In The VLDB Journal, 19: 933-958, 2009. www 

Articles de conférence

  1. Du Mouza, C.; Litwin, W.; Rigaux, P. and Schwarz, T. AS-Index: A Structure For String Search Using n-grams and Algebraic Signatures. In CIKM'09 , ACM Conference on Information and Knowledge Management, Hong-Kong, pages 295-304, X, France, 2009. www 

Rapports

  1. Constantin, C.; Creus, J.; Du Mouza, C.; Horincar, R. and Travers, N. D2.1 State-of-the art of XML data stream models, Livrable 2.1 ANR RoSeS. Technical Report CEDRIC-09-1799, CEDRIC Lab/CNAM, 2009.

2008

Articles de conférence

  1. Lammari, N.; Du Mouza, C. and Metais, E. POEM: an Ontology Manager based on Existence Constraints. In DEXA'08, Turin (Italie), pages 81-88, X, France, LNSS 5181, 2008. www 

Rapports

  1. Lammari, N.; Du Mouza, C. and Metais, E. OMEN : un outil de gestion dontogies basé sur les contraintes dexistence. Technical Report CEDRIC-08-1515, CEDRIC Lab/CNAM, 2008.

2007

Articles de revue

  1. Du Mouza, C.; Rigaux, P. and Scholl, M. Parameterized Pattern Queries. In Data Knowledge Engineering Journal DKE, 63: 433-456, 2007. www 

Articles de conférence

  1. Du Mouza, C.; Litwin, W. and Rigaux, P. A Framework for Distributed Spatial Indexing in Shared-Nothing Architectures. In BDA'07 Bases de Données Avancées, Marseille, X, France, 2007. www 
  1. Du Mouza, C.; Litwin, W. and Rigaux, P. SDR-tree: a Scalable Distributed Rtree. In ICDE'07 IEEE Intl. Conf. on Data Engineering, pages 296-305, X, France, 2007. www 
  1. Du Mouza, C.; Litwin, W. and Rigaux, P. Dynamic Storage Balancing in a Distributed Spatial Index. In GIS'07 ACM Intl Symp. on Advances in Geographic Information Systems, Seattle, pages 27-34, X, France, 2007. www 

2006

Articles de conférence

  1. Du Mouza, C.; Rigaux, P. and Scholl, M. On-line Aggregation and Filtering of pattern-based Queries. In SSDBM'06 Vienne, Austria, pages 333-342, X, France, 2006. www 

2005

Chapitres d'ouvrage

  1. Abdessalem, T.; Moreira, J.; Du Mouza, C. and Rigaux, P. Management of Large Moving Objects Data Sets: Indexing, Benchmarking and Uncertainty in Movement Representation. In Spatial Databases, 2005. www 

Articles de conférence

  1. Du Mouza, C.; Rigaux, P. and Scholl, M. Efficient Evaluation of Parameterized Pattern Queries. In ACM Conference on Information and Knowledge Management (CIKM), pages 728-735, X, France, 2005. www 
  1. Chardonnel, S.; Du Mouza, C.; Fauvet, M-C.; Josselin, D. and Rigaux, P. Projet Motif : proposition de définition, de méthode de représentation et d'interrogation des patrons de mobilité. In Colloque de bilan de programme interdisciplinaire ''Société de l'information'', pages 65-68, ENS-LSH, Lyon, France, 2005. www 

2004

Articles de conférence

  1. Chardonnel, S.; Du Mouza, C.; Fauvet, M-C.; Josselin, D. and Rigaux, P. Patrons de mobilités : proposition de définition, de méthode de représentation et d'interrogation. In 7ème Journées CASSINI, pages 19-25, X, France, 2004. www 
  1. Chardonnel, S.; Du Mouza, C.; Fauvet, M-C.; Josselin, D. and Rigaux, P. Patrons de mobilité quotidienne : représentation et interrogation. In Colloque Cassini'04 - 7ème conférence du GDR Sigma ''Géomatique et Analyse Spatiale'', pages 19-23, Grenoble, France, 2004. www 
  1. Du Mouza, C. and Rigaux, P. Multi-scale Classification of Moving Object Trajectories. In oc. Intl. Conf. on Scientific and Statistical Databases (SSDBM), X, France, 2004. www 

2002

Articles de conférence

  1. Du Mouza, C. and Rigaux, P. Web Architectures for Scalable Moving Object Servers. In ACM-GIS'02, X, France, 2002. www 

2001

Rapports

  1. Fauvet, M-C.; Scholl, P-C.; Dumas, M.; Daasi, C.; Dumolard, P.; Chardonnel, S.; Rigaux, P.; Michel., S.; Du Mouza, C.; Josselin, D. and Bolot, J. Système d'Information Géographique spatio-temporelle : application aux problèmes de mobilité, rapport Final. Technical Report, PSIG, 2001.

2000

Chapitres d'ouvrage

  1. Du Mouza, C. and Rigaux, P. Bases de Données Spatio-Temporelles. In Le temps, l'Espace et l'Evolutif en Science du Traitement de l'Information., 2000. www 
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