Staff directory

CONSTANTIN Camélia

Associate Professor, Sorbonne Université
Team : BD

Sorbonne Université - LIP6

+33 1 44 27 87 42
Camelia.Constantin (at) nulllip6.fr
https://sites.google.com/view/cameliaconstantin/home

One PhD Student (Supervision / Co-supervision)

MAUGIN Narada : Constructruction de graphes de connaissances historiques.

Three past PhD Students (2015 - 2026) at Sorbonne University

2005-2024 Publications

2024
- H. Rahimi, H. Naacke, C. Constantin, B. Amann : “ANTM: Aligned Neural Topic Models for Exploring Evolving Topics”, chapter in Transactions on Large-Scale Data- and Knowledge-Centered Systems LVI: Special Issue on Data Management - Principles, Technologies, and Applications, vol. 14790, Lecture Notes in Computer Science (TLDKS), pp. 76-97, (Springer Berlin Heidelberg), (ISBN: 978-3-662-69603-3) (2024)
- A. Aknouche, B. Amann, J. Buret, C. Constantin, R. Angarita : “Connecting Dataset Metadata to Business Glossaries”, Symposium MaDICS, Blois, France (2024)
- H. Rahimi, J. Hoover, D. Mimno, H. Naacke, C. Constantin, B. Amann : “Contextualized Topic Coherence Metrics”, Findings of the Association for Computational Linguistics: EACL 2024, St. Julian's, Malta, pp. 1760-1773, (Association for Computational Linguistics) (2024)
- H. Rahimi, H. Naacke, C. Constantin, B. Amann : “ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives”, Studies in Computational Intelligence, vol. 1143, Studies in Computational Intelligence, Menton, France, pp. 332-343, (Springer Nature Switzerland), (ISBN: 978-3-031-53472-0) (2024)
- Y. Bai, C. Constantin, H. Naacke : “Leiden-Fusion Partitioning Method for Effective Distributed Training of Graph Embeddings”, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Vilnius (Lituanie), Lithuania (2024)
2023
- H. Rahimi, H. Naacke, C. Constantin, B. Amann : “ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics”, (2023)
- H. Rahimi, H. Naacke, C. Constantin, B. Amann : “ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives”, (2023)
- H. Rahimi, J. Hoover, D. Mimno, H. Naacke, C. Constantin, B. Amann : “Contextualized Topic Coherence Metrics”, (2023)
2021
- Q. Grossetti, C. Du Mouza, N. Travers, C. Constantin : “Reducing the filter bubble effect on Twitter by considering communities for recommendations”, International Journal of Web Information Systems, vol. 17 (6), pp. 728-752, (Emerald Publishing Limited) (2021)
2020
- J. Debure, S. Brunesseaux, C. Constantin, C. Du Mouza : “A Pattern-based Approach for an Early Detection of Popular Twitter Accounts”, Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA), Paris, France (2020)
2019
- C. Constantin, C. Du Mouza, Y. Li : “A Label-based Edge Partitioning for Multi-Layer Graphs”, 52^nd Hawaii International Conference on System Sciences (HICSS 2019), Maui, Hawaii, United States, pp. 2216-2225, (HICSS) (2019)
2018
- Q. Grossetti, C. Constantin, C. Du Mouza, N. Travers : “An Homophily-based Approach for Fast Post Recommendation in Microblogging Systems”, Open Proceedings, Vienne, Austria, pp. 229-240 (2018)
2017
- C. Constantin, Y. Li, C. Du Mouza : “Un partitionnement d’arêtes à base de blocs pour les algorithmes de marches aléatoires dans les grands graphes sociaux”, Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, vol. 22 (3), pp. 89-113, (Lavoisier) (2017)
- Y. Li, C. Constantin, C. Du Mouza : “SGVCut: A Vertex-Cut Partitioning Tool for RandomWalks-based Computations over Social Network graphs”, International Conference on Scientific and Statistical Database Management, SSDBM, Chicago, United States, pp. 39:1-39:4 (2017)
2016
- Y. Li, C. Constantin, C. Du Mouza : “A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs”, 32^e Conférence sur la Gestion de Données - BDA2016, Poitiers, France (2016)
- Y. Li, C. Constantin, C. Du Mouza : “A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs”, Web Information Systems Engineering – WISE 2016, Shanghai, China, pp. 275-289 (2016)
- C. Constantin, R. Dahimene, Q. Grossetti, C. Du Mouza : “Finding Users of Interest in Micro-blogging Systems”, International Conference on Extending Database Technology, EDBT 2016, Bordeaux, France (2016)
- C. Constantin, R. Dahimene, C. Du Mouza, Q. Grossetti : “Recommandation contextuelle d’utilisateurs pour les plateformes de micro-blogging”, Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, pp. 93-118, (Lavoisier) (2016)
- C. Constantin, C. Du Mouza, W. Litwin, Ph. Rigaux, Th. Schwarz : “AS-Index: A Structure For String Search Using n-grams and Algebraic Signatures”, Journal of Computer Science and Technology, vol. 31 (1), pp. 147-166, (Springer Verlag) (2016)
2015
- R. Dahimene, C. Constantin, Q. Grossetti, C. Du Mouza : “Recommandation d’utilisateurs pour les sites de microblogging”, 31^e Conférence sur la Gestion de Données - BDA2015, Île de Porquerolles, France (2015)
2014
- R. Dahimene, C. Constantin, C. Du Mouza : “RecLand: A Recommender System for Social Networks”, CIKM '14 Proceedings of the 23^rd ACM International Conference on Information and Knowledge Management, Shanghai, China, pp. 2063-2065, (ACM) (2014)
- C. Caron, B. Amann, C. Constantin, P. Giroux, A. Santanchè : “Provenance-Based Quality Assessment and Inference in Data-Centric Workflow Executions”, OTM 2014 Conferences - Confederated International Conferences: CoopIS, and ODBASE 2014, vol. 8841, Lecture Notes in Computer Science, Amantea, Italy, pp. 130-147 (2014)
- C. Caron, B. Amann, C. Constantin, P. Giroux : “WePIGE: The WebLab Provenance Information Generator and Explorer”, 17^th International Conference on Extending Database Technology, EDBT 2014, Athens, Greece, pp. 664-667 (2014)
2013
- B. Amann, C. Constantin, C. Caron, P. Giroux : “WebLab PROV: Computing fine-grained provenance links for XML artifacts”, BIGProv'13 Workshop (in conjunction with EDBT/ICDT), Gênes, Italy, pp. 298-306, (ACM) (2013)
2012
- C. Constantin, C. Du Mouza, Ph. Rigaux, V. Thion, N. Travers : “Browse Your Content-Based Distributed Repository!”, BDA'12, Bases de Données Avancées, Clermont-Ferrand, France, pp. 1-5 (2012)
- C. Constantin, C. Du Mouza, Ph. Rigaux, V. Thion, N. Travers : “A Desktop Interface over Distributed Document Repositories”, International Conference on Extending Database Technology (EDBT'12), Berlin, Germany, pp. 104-107 (2012)
2011
- C. Constantin, C. Du Mouza, Z. Faget, Ph. Rigaux : “Indexing Symbolic Music Scores”, Bases de Données Avancées (BDA), Rabat, Morocco, pp. 60-77 (2011)
- C. Constantin, C. Du Mouza, Z. Faget, Ph. Rigaux : “The Melodic Signature Index for Fast Content-based Retrieval of Symbolic Scores”, ISMIR 2011 - 12^th International Society for Music Information Retrieval Conference, Miami, United States, pp. 363-368 (2011)
2009
- C. Constantin, J. Creus, C. Du Mouza, R. Horincar, N. Travers : “D2.1 State-of-the art of XML data stream models, Livrable 2.1 ANR RoSeS”, (2009)
2008
- B. Amann, C. Constantin, S. Jeanne, L. Touraille : “Recommandation et calibrage de processus WebContent avec piTunes”, BDA 2008 - Bases de Données avancées, Guilherand-Granges, France, pp. 51-55 (2008)
- B. Amann, C. Constantin : “Usage-based ranking of distributed XML data”, ACM Symposium on Applied Computing, Fortaleza, Brazil, pp. 1008-1012, (ACM) (2008)
- J. Lafaye, D. Gross‑Amblard, C. Constantin, M. Guerrouani : “Watermill: An Optimized Fingerprinting System for Databases under Constraints”, IEEE Transactions on Knowledge and Data Engineering, vol. 20 (4), pp. 532-546, (Institute of Electrical and Electronics Engineers) (2008)
2007
- C. Constantin : “Classement de Services et de Données par Leur Utilisation”, thesis, phd defence 11/27/2007, supervision Amann, Bernd (2007)
- B. Amann, C. Constantin : “Collaborative Cache Based on Path Scores”, 8^th International Conference on Web Information Systems Engineering (WISE 2007), vol. 4831, Lecture Notes in Computer Science, Nancy, France, pp. 87-98, (Springer) (2007)
- C. Constantin, B. Amann : “A collaborative caching policy based on path materialization scores”, Bases de Données Avancées, BDA, Marseille, France, pp. 22-41 (2007)
- C. Constantin, B. Amann, D. Gross‑Amblard : “Un modèle de classement de services pour contribution et utilité”, Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, vol. 12 (1), pp. 33-60, (Lavoisier) (2007)
2006
- C. Constantin, B. Amann, D. Gross‑Amblard : “A Link-based Ranking Model for Services”, Int. Conf. On Cooperative Information Systems (CoopIS), vol. 4275, Lecture Notes in Computer Science, Montpellier, France, pp. 327-344, (Springer) (2006)
2005
- C. Constantin, D. Gross‑Amblard, M. Guerrouani : “Watermill: an optimized fingerprinting system for highly constrained data”, MM&Sec 2005 - 7^th workshop on Multimedia and Security, New York, United States, pp. 143-155, (ACM) (2005)