Publications 2005-2024

• 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)
  • 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”, soutenance de thèse, soutenance 27/11/2007, direction de recherche 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)