2003-2024 Publications
All
Edited books
Articles
Book chapters
Communications
Posters
Thesis
Other 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)
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
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. GoasdouĂ© : “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. GoasdouĂ© : “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 : 36e ConfĂ©rence sur la Gestion de DonnĂ©es – 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. CurĂ© : “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 DonnĂ©es Principes Technologies et Applications, Lyon, France (2019)
F.‑Z. Hannou, B. Amann, M.‑A. Baazizi : “Explaining Query Answer Completeness and Correctness with Partition Patterns ”, 30th 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 - 23rd 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 ComplĂ©tude des DonnĂ©es et l’Éxactitude des RequĂŞtes ”, BDA 2018 Gestion de DonnĂ©es–Principes, Technologies et Applications, Bucarest, Romania (2018)
B. Amann, O. CurĂ©, 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. CurĂ© : “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’intĂ©gration de donnĂ©es massives, hĂ©tĂ©rogènes et distribuĂ©es ”, chapitre de Les Big Data Ă dĂ©couvert, pp. 104-105, (ISBN: 978-2-271-11464-8) (2017)
2016
H. Naacke, O. CurĂ©, B. Amann : “SPARQL query processing with Apache Spark ”, JournĂ©es Bases de DonnĂ©es AvancĂ©es (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 ”, 32e ConfĂ©rence sur la Gestion de DonnĂ©es - BDA2016, Poitiers, France (2016)
N. Vouzoukidou, B. Amann, V. Christophides : “Continuous Top-k Queries over Real-Time Web Streams ”, (2016)
2015
O. CurĂ©, 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. CurĂ©, H. Naacke, M.‑A. Baazizi, B. Amann : “HAQWA: a Hash-based and Query Workload Aware Distributed RDF Store ”, The 14th International Semantic Web Conference, ISWC 2015, vol. 1486, CEUR Workshop Proceedings, Bethlehem, Pennsylvania, United States, (CEUR-WS.org) (2015)
O. CurĂ©, H. Naacke, M.‑A. Baazizi, B. Amann : “On the Evaluation of RDF Distribution Algorithms Implemented over Apache Spark ”, The 11th 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 ”, 17th 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 donnĂ©es Ă la gestion de grands espaces de donnĂ©es ”, Revue des Sciences et Technologies de l'Information - SĂ©rie ISI : IngĂ©nierie 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), GĂŞnes, 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 ”, 12th 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 ”, 21st 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 requĂŞtes continues pour la syndication RSS Ă large Ă©chelle ”, Revue des Sciences et Technologies de l'Information - SĂ©rie ISI : IngĂ©nierie 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 ”, 27e s journĂ©es Bases de DonnĂ©es AvancĂ©es (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 - 20th 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 11th 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 ”, 3rd 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 ”, 3rd 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 agrĂ©gateur de flux avancĂ© ”, BDA'10 - Bases de DonnĂ©es AvancĂ©es, Toulouse, France, pp. 1-6 (2010)
2009
2008
B. Amann, C. Constantin, S. Jeanne, L. Touraille : “Recommandation et calibrage de processus WebContent avec piTunes ”, BDA 2008 - Bases de DonnĂ©es avancĂ©es, 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 ”, 8th 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 DonnĂ©es AvancĂ©es, BDA, Marseille, France, pp. 22-41 (2007)
C. Constantin, B. Amann, D. Gross‑Amblard : “Un modèle de classement de services pour contribution et utilitĂ© ”, Revue des Sciences et Technologies de l'Information - SĂ©rie ISI : IngĂ©nierie 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 EncyclopĂ©die des systèmes d'information, pp. 555-563, (Vuibert), (ISBN: 978-2-7117-4846-4) (2006)
2003