Staff directory

AMANN Bernd

Full Professor, Sorbonne Université
Team : BD

Sorbonne Université - LIP6

+33 1 44 27 70 09
Bernd.Amann (at) nulllip6.fr
https://bd.team.lip6.fr/site/membres/bernd/start

Three PhD Students (Supervision / Co-supervision)

AKNOUCHE Anis : Smart Zeenea: Intelligent services for the maintenance and enrichment of data catalogs.
BOUTALEB Allaa : Table representation learning for data set discovery and data integration in datalakes .
MAUGIN Narada : Constructruction de graphes de connaissances historiques.

Ten past PhD Students (2007 - 2024) at Sorbonne University

One past Postdoc (2014) at Sorbonne University

2003-2025 Publications

2025
- A. Aknouche, B. Amann, J. Buret, R. Angarita : “Aligning Datalake Assets to Business Glossaries within Enterprise Knowledge Graphs”, Gestion de Données – Principes, Technologies et Applications (BDA), Toulouse, France (2025)
- A. Boutaleb, B. Amann, H. Naacke, R. Angarita : “Something’s Fishy In The Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks”, 4^th Table Representation Learning Workshop @ ACL 2025, Vienne, Austria, pp. 71-85, (Association for Computational Linguistics), (ISBN: 979-8-89176-268-8) (2025)
- A. Boutaleb, A. Almutawa, B. Amann, R. Angarita, H. Naacke : “HEARTS: HypErgrAph-based Related Table Search”, ELLIS workshop on Representation Learning and Generative Models for Structured Data, Amsterdam, Netherlands (2025)
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)
2023
- E. Simon, B. Amann, R. Liu, S. Gançarski : “Controlling the Correctness of Aggregation Operations During Sessions of Interactive Analytic Queries”, Journal of data and information quality, (ACM) (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)
2022
- E. Simon, B. Amann, R. Liu, S. Gançarski : “Controlling the Correctness of Aggregation Operations During Sessions of Interactive Analytic Queries”, (2022)
2021
- K. Li, H. Naacke, B. Amann : “An Analytic Graph Data Model and Query Language for Exploring the Evolution of Science”, Big Data Research, vol. 26, pp. 100247, (Elsevier) (2021)
- A. Hameurlain, A. Tjoa, B. Amann, F. Goasdoué : “Transactions on Large-Scale Data- and Knowledge-Centered Systems; Vol. XLIX, LNCS 12920. Special Issue on Data Management – Principles, Technologies and Applications”, vol. 12920, Lecture Notes in Computer Science (2021)
2020
- B. Amann, F. Goasdoué : “Proceedings of the BDA 2020 conference”, (2020)
- K. Li, H. Naacke, B. Amann : “EPIQUE: A Graph Data Model and Query Language for Exploring the Evolution of Science”, BDA 2020 : 36^e Conférence sur la Gestion de Données – Principes, Technologies et Applications., Paris (virtual), France (2020)
- R. Liu, E. Simon, B. Amann, S. Gançarski : “Discovering and merging related analytic datasets”, Information Systems, vol. 91, pp. 101495, (Elsevier) (2020)
- K. Li, H. Naacke, B. Amann : “EPIQUE: Extracting Meaningful Science Evolution Patterns from Large Document Archives”, International Conference on Extending Database Technology (EDBT), Copenhagen, Denmark (2020)
- K. Li, H. Naacke, B. Amann : “Exploring the Evolution of Science with Pivot Topic Graphs”, International Workshop on Big Data Visual Exploration and Analytics BigVis at EDBT 2020, Copenhague, Denmark (2020)
2019
- H. Naacke, K. Li, B. Amann, O. Curé : “Efficient similarity-based alignment of temporally-situated graph nodes with Apache Spark”, IEEE International Conference on Big Data, High Performance Big Graph Data Management, Analysis, and Mining, Los Angeles, CA, United States, pp. 4793-4798, (IEEE), (ISBN: 978-1-7281-0858-2) (2019)
- R. Liu, E. Simon, B. Amann, S. Gançarski : “Augmenting Analytic Datasets Using Natural and Aggregate-based Schema Complements”, Post-actes BDA 2019 -Gestion de Données Principes Technologies et Applications, Lyon, France (2019)
- F.‑Z. Hannou, B. Amann, M.‑A. Baazizi : “Explaining Query Answer Completeness and Correctness with Partition Patterns”, 30^th International Conference on Database and Expert Systems Applications - DEXA 2019, vol. 11707, Lecture Notes in Computer Science, Linz, Austria, pp. 47-62 (2019)
- F.‑Z. Hannou, B. Amann, M.‑A. Baazizi : “Query-Oriented Answer Imputation for Aggregate Queries”, Advances in Databases and Information Systems - 23^rd European Conference, ADBIS 2019, vol. 11695, Lecture Notes in Computer Science, Bled, Slovenia, pp. 302-318, (Springer) (2019)
- B. Amann, Y. Khmelevsky, G. Hains : “State-of-the-Art on Query & Transaction Processing Acceleration.”, (2019)
- F.‑Z. Hannou, B. Amann, M.‑A. Baazizi : “Exploring and Comparing Table Fragments With Fragment Summaries”, Eleventh International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA), Athènes, Greece, pp. 31-38, (IARIA) (2019)
- F.‑Z. Hannou, B. Amann, M.‑A. Baazizi : “Explaining Query Answer Completeness and Correctness with Minimal Pattern Covers”, (2019)
2018
- F.‑Z. Hannou, B. Amann, M.‑A. Baazizi : “Une Algèbre de Motifs pour l’Évaluation et l’Analyse de la Complétude des Données et l’Éxactitude des Requêtes”, BDA 2018 Gestion de Données–Principes, Technologies et Applications, Bucarest, Romania (2018)
- B. Amann, O. Curé, H. Naacke : “Distributed SPARQL Query Processing: a Case Study with Apache Spark”, chapter in NoSQL Data Models: Trends and Challenges, vol. 1, (Wiley), (ISBN: 9781119528227) (2018)
2017
- H. Naacke, B. Amann, O. Curé : “SPARQL Graph Pattern Processing with Apache Spark”, GRADES (Graph Data-management Experiences & Systems), Workshop, SIGMOD 2017, Chicago, United States, pp. 1-7 (2017)
- B. Amann, D. Grigori : “L’intégration de données massives, hétérogènes et distribuées”, chapitre de Les Big Data à découvert, pp. 104-105, (ISBN: 978-2-271-11464-8) (2017)
2016
- H. Naacke, O. Curé, B. Amann : “SPARQL query processing with Apache Spark”, Journées Bases de Données Avancées (BDA 2016), Poitiers, France, pp. 24-25 (2016)
- S. Castillo, H. Naacke, B. Amann, D. Chavalarias : “Exploring the evolution of science through interactive phylomemetic topic maps”, 32^e Conférence sur la Gestion de Données - BDA2016, Poitiers, France (2016)
- N. Vouzoukidou, B. Amann, V. Christophides : “Continuous Top-k Queries over Real-Time Web Streams”, (2016)
2015
- O. Curé, H. Naacke, T. Randriamalala, B. Amann : “LiteMat: A scalable, cost-efficient inference encoding scheme for large RDF graphs”, 2015 IEEE International Conference on Big Data (Big Data), Santa Clara, CA, United States, pp. 1823-1830, (IEEE) (2015)
- O. Curé, H. Naacke, M.‑A. Baazizi, B. Amann : “HAQWA: a Hash-based and Query Workload Aware Distributed RDF Store”, The 14^th International Semantic Web Conference, ISWC 2015, vol. 1486, CEUR Workshop Proceedings, Bethlehem, Pennsylvania, United States, (CEUR-WS.org) (2015)
- O. Curé, H. Naacke, M.‑A. Baazizi, B. Amann : “On the Evaluation of RDF Distribution Algorithms Implemented over Apache Spark”, The 11^th International Workshop on Scalable Semantic Web Knowledge Base Systems, Bethlehem, Pennsylvania, United States, pp. 16-31 (2015)
- R. Horincar, B. Amann, Th. Artières : “Online refresh strategies for content based feed aggregation”, World Wide Web, vol. 18 (4), pp. 913-947, (Springer Verlag) (2015)
- L. Gomes Jr., B. Amann, A. Santanchè : “Beta-Algebra: Towards a Relational Algebra for Graph Analysis”, Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), Brussels, Belgium, pp. 157-162 (2015)
2014
- N. Vouzoukidou, B. Amann, V. Christophides : “MeowsReader: Real-Time Ranking and Filtering of News with Generalized Continuous Top-k Queries”, ACM International Conference on Information and Knowledge Management (CIKM), Shanghai, China, pp. 2066-2068, (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)
- B. Amann : “XSLT”, chapter in Encyclopedia of Social Network Analysis and Mining, pp. 2432-2435, (Springer) (2014)
2013
- Ch. Collet, B. Amann, N. Bidoit, M. Boughanem, M. Bouzeghoub, A. Doucet, D. Gross‑Amblard, J.‑M. Petit, M.‑S. Hacid, G. Vargas‑Solar : “De la gestion de bases de données à la gestion de grands espaces de données”, Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, vol. 18 (4), pp. 11-31, (Lavoisier) (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)
- B. Amann, Ph. Lamarre : “Special Issue on Advanced Data Stream Management and Continuous Query Processing”, Transactions on Large-Scale Data- and Knowledge-Centered Systems, vol. 8290, Lecture Notes in Computer Science, (Springer Berlin / Heidelberg) (2013)
2012
- R. Horincar, B. Amann, Th. Artières : “Online Change Estimation Models for Dynamic Web Resources”, 12^th International Conference on Web Engineering (ICWE), vol. 7387, Lecture Notes in Computer Science, Berlin, Germany, pp. 395-410 (2012)
- N. Vouzoukidou, B. Amann, V. Christophides : “Processing continuous text queries featuring non-homogeneous scoring functions”, 21^st ACM International Conference on Information and Knowledge Management, Maui, Hawai, United States, pp. 1065-1074 (2012)
- J. Creus, B. Amann, V. Christophides, N. Travers, D. Vodislav : “RoSeS, un moteur de requêtes continues pour la syndication RSS à large échelle”, Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, vol. 17 (5), pp. 57-85, (Lavoisier) (2012)
2011
- R. Horincar, B. Amann, Th. Artières : “Online Refresh Strategies for RSS Feed Crawlers”, BDA, Rabat, Morocco (2011)
- J. Creus, B. Amann, V. Christophides, N. Travers, D. Vodislav : “Optimizing large collections of continuous content-based RSS aggregation queries”, 27^es journées Bases de Données Avancées (BDA 2011), Rabat, Morocco, pp. 1-21 (2011)
- J. Creus, B. Amann, N. Travers, D. Vodislav : “RoSeS: a continuous query processor for large-scale RSS filtering and aggregation”, CIKM '11 - 20^th ACM international conference on Information and knowledge management, Glasgow, United Kingdom, pp. 2549-2552, (ACM) (2011)
- J. Creus, B. Amann, N. Travers, D. Vodislav : “RoSeS: A Continuous Content-Based Query Engine for RSS Feeds”, DEXA - Database and Expert Systems Applications, vol. 6861, Lecture Notes in Computer Science, Toulouse, France, pp. 203-218, (Springer) (2011)
2010
- R. Horincar, B. Amann, Th. Artières : “Best-Effort Refresh Strategies for Content-Based RSS Feed Aggregation”, Proceedings of the 11^th international conference on Web information systems engineering (WISE 2010), Hong Kong, China, pp. 262-270, (Springer) (2010)
- G. Hochard, Z. Lacroix, B. Amann, J. Creus : “A Semantic Map of RSS Feeds to support Discovery”, 3^rd International Workshop on REsource Discovery, vol. 6799, Lecture Notes in Computer Science, Paris, France, pp. 122-133, (Springer) (2010)
- B. Amann, L. Berti‑Equille, Z. Lacroix, M.‑E. Vidal : “Challenges of Quality-Driven Resource Discovery”, 3^rd International Workshop on REsource Discovery, vol. 6799, Lecture Notes in Computer Science, Paris, France, pp. 181-189, (Springer) (2010)
- J. Creus, B. Amann, N. Travers, D. Vodislav : “RoSeS : Un agrégateur de flux avancé”, BDA'10 - Bases de Données Avancées, Toulouse, France, pp. 1-6 (2010)
2009
- D. Vodislav, B. Amann, J. Creus, N. Travers : “Modèle et Algèbre ROSES. Livrable D2.2 ANR RoSeS”, (2009)
- B. Amann : “XSL/XSLT”, chapter in Encyclopedia of Database Systems, pp. 3676-3681, (Springer) (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)
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)
- B. Amann, S. Benbernou, B. Nguyen : “Web services: Technology issues and foundations”, chapter in Web Data Management Practices : Emerging Techniques and Technologies, pp. 244-267, (IDEA Group Publishing) (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)
- B. Amann : “Recherche d’information sur le web”, chapter in Encyclopédie des systèmes d'information, pp. 555-563, (Vuibert), (ISBN: 978-2-7117-4846-4) (2006)
2003
- B. Amann : “Du partage centralisé de ressources Web à l’échange de documents intensionnels”, habilitation, phd defence 11/18/2003 (2003)