科研组 : BD - Database
Axes : AID (👥👥), ASN (👥👥).科研组负责人 :
Bernd Amann Campus Pierre et Marie Curie 25-26/506
简介
The LIP6 Database research team has a long experience of research in large-scale data processing. Its research activities cover a variety of big data processing issues. The main challenges of the last few years concern the acquisition and indexing of web archives, distributed transaction processing, information filtering and recommendation in social media, JSON schema extraction, graph data processing, and data enrichment.
big data, data streams, distributed data, data filtering and recommendation, semantic web, social media, JSON, RDF, Apache Spark
Selected publications
- 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 [Hannou 2019b]
- M.‑A. Baazizi, D. Colazzo, G. Ghelli, C. Sartiani : “Schemas and Types for JSON Data: From Theory to Practice”, SIGMOD '19 - International Conference on Management of Data 2019, Amsterdam, Netherlands, pp. 2060-2063, (ACM) [Baazizi 2019c]
- J.‑B. Griesner, T. Abdessalem, H. Naacke, P. Dosne : “ALGeoSPF: A Hierarchical Factorization Model for POI Recommendation”, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, pp. 87-90 [Griesner 2018a]
- 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) [Amann 2018]
- Q. Grossetti, C. Constantin, C. du Mouza, N. Travers : “An Homophily-based Approach for Fast Post Recommendation in Microblogging Systems”, 21st International Conference on Extending Database Technology (EDBT 2018), Vienne, Austria, pp. 229-240 [Grossetti 2018]
- X. Ren, O. Curé, H. Naacke, G. Xiao : “BigSR: real-time expressive RDF stream reasoning on modern Big Data platforms”, IEEE International Conference on Big Data, Seatle, WA, USA, pp. 811-820 [Ren 2018a]
- 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) [Constantin 2016a]
- C. Constantin, R. Dahimene, Q. Grossetti, C. du Mouza : “Finding Users of Interest in Micro-blogging Systems”, International Conference on Extending Database Technology, EDBT, Bordeaux, France [Constantin 2016c]
- Z. Kraljevic, N. Baskiotis, B. Piwowarski, P. Gallinari : “Représentation temporelle des mots : application au clustering de micro-blogs.”, Conférence en Recherche d'Infomations et Applications, Toulouse, France, pp. 531-544 [Kraljevic 2016]
- L. DOS SANTOS, B. Piwowarski, P. Gallinari : “Multilabel classification on heterogeneous graphs with gaussian embeddings”, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, Riva del garda, Italy [DOS SANTOS 2016]
- O. Curé, 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, USA, (CEUR-WS.org) [Curé 2015a]
所有…
联系方式
bernd.amann (at) nulllip6.fr
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