Equipe BD@LIP6

L'équipe Bases de Données (BD) fait partie du département DAPA du laboratoire LIP6. Elle a une longue expérience de la recherche en traitement de données à large échelle. Les recherches couvrent une variété de problèmes dans la gestion de données distribuées, l'optimisation de requêtes et de processus centrées sur des données volumineuses et complexes. Les contributions principales concernent Les principales contributions des dernières années concernent l'optimisation des requêtes dans les systèmes de pub-sub, l'acquisition et l'indexation des données pour les archives Web, le traitement des transactions distribuées, le filtrage et la recommandation dans les médias sociaux et la recherche d’informations.

Annonces

Mercredi 22 février: séminaire T. Palpanas, Riding the Big IoT Data Wave: Complex Analytics for IoT Data Series
EPIQUE, un nouveau projet ANR
Ecole thématique Masses de Données Distribuées (Urrugne, 5-10 juin 2016)
GdR Madics

Projets de Recherche en cours

EPIQUE : Reconstruire l'évolution des sciences à grande échelle
A.B.C.D. : Advertising Big Collaborative Data (FUI)
EBITA, Fraunhofer@SU

Tous les projets

Publications récentes

2017 (5)

Yifan Li, Camelia Constantin, Cédric Du Mouza, SGVCut: A Vertex-Cut Partitioning Tool for RandomWalks-based Computations over Social Network graphs. In International Conference on Scientific and Statistical Database Management, SSDBM. Chicago, United States, Jun 2017. web inproceedings bibtex

@inproceedings{li:hal-01515676,
  TITLE = {{SGVCut: A Vertex-Cut Partitioning Tool for RandomWalks-based Computations over Social Network graphs}},
  AUTHOR = {Li, Yifan and Constantin, Camelia and Du Mouza, C{\'e}dric},
  URL = {http://hal.upmc.fr/hal-01515676},
  BOOKTITLE = {{International Conference on Scientific and Statistical Database Management, SSDBM}},
  ADDRESS = {Chicago, United States},
  YEAR = {2017},
  MONTH = Jun,
  HAL_ID = {hal-01515676},
  HAL_VERSION = {v1},
}

Hubert Naacke, Bernd Amann, Olivier Curé, SPARQL Graph Pattern Processing with Apache Spark. Graph Data-management Experiences & Systems (GRADES Workshop), In SIGMOD 2017. Chicago, United States, May 2017. web inproceedings bibtex

@inproceedings{naacke:hal-01502519,
  TITLE = {{SPARQL Graph Pattern Processing with Apache Spark}},
  AUTHOR = {Naacke, Hubert and Amann, Bernd and Cur{\'e}, Olivier},
  URL = {https://hal.archives-ouvertes.fr/hal-01502519},
  BOOKTITLE = {{SIGMOD 2017}},
  ADDRESS = {Chicago, United States},
  SERIES = {Graph Data-management Experiences \& Systems (GRADES Workshop)},
  YEAR = {2017},
  MONTH = May,
  HAL_ID = {hal-01502519},
  HAL_VERSION = {v1},
}

Mohamed-Amine Baazizi, Houssem Ben Lahmar, Dario Colazzo, Giorgio Ghelli, Carlo Sartiani, Schema Inference for Massive JSON Datasets. In Extending Database Technology (EDBT). Venise, Italy, Mar 2017. doi web inproceedings bibtex

@inproceedings{baazizi:hal-01491765,
  TITLE = {{Schema Inference for Massive JSON Datasets}},
  AUTHOR = {Baazizi, Mohamed-Amine and Ben Lahmar, Houssem and Colazzo, Dario and Ghelli, Giorgio and Sartiani, Carlo},
  URL = {http://hal.upmc.fr/hal-01491765},
  BOOKTITLE = {{Extending Database Technology (EDBT)}},
  ADDRESS = {Venise, Italy},
  YEAR = {2017},
  MONTH = Mar,
  DOI = {10.5441/002/edbt.2017.21},
  KEYWORDS = { JSON ;  schema inference},
  PDF = {http://hal.upmc.fr/hal-01491765/file/paper-62.pdf},
  HAL_ID = {hal-01491765},
  HAL_VERSION = {v1},
}

Nicole Bidoit, Anne Doucet, La diversité des données.. In Les Big Data à découvert. pp. 24-25. CNRS EDITIONS. 2017. web incollection bibtex

@incollection{bidoit:hal-01500909,
  TITLE = {{La diversit{\'e} des donn{\'e}es.}},
  AUTHOR = {Bidoit, Nicole and Doucet, Anne},
  URL = {https://hal.archives-ouvertes.fr/hal-01500909},
  BOOKTITLE = {{Les Big Data {\`a}  d{\'e}couvert}},
  EDITOR = {Mokrane Bouzeghoub  and R{\'e}my Mosseri},
  PUBLISHER = {{CNRS EDITIONS}},
  PAGES = {24-25},
  YEAR = {2017},
  HAL_ID = {hal-01500909},
  HAL_VERSION = {v1},
}

Bernd Amann, Daniela Grigori, L'intégration de données massives, hétérogènes et distribuées. In Les Big Data à découvert. pp. 104-105. 2017. web incollection bibtex

@incollection{amann:hal-01499373,
  TITLE = {{L'int{\'e}gration de donn{\'e}es massives, h{\'e}t{\'e}rog{\`e}nes et distribu{\'e}es}},
  AUTHOR = {Amann, Bernd and Grigori, Daniela},
  URL = {https://hal.archives-ouvertes.fr/hal-01499373},
  BOOKTITLE = {{Les Big Data {\`a} d{\'e}couvert}},
  EDITOR = {CNRS Editions},
  PAGES = {104-105},
  YEAR = {2017},
  KEYWORDS = {Big data ; Int{\'e}gration de donn{\'e}es h{\'e}t{\'e}rog{\`e}nes ; Int{\'e}gration de donn{\'e}es distribu{\'e}es},
  HAL_ID = {hal-01499373},
  HAL_VERSION = {v1},
}

2016 (17)

Yifan Li, Camelia Constantin, Cedric Du Mouza, A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs. In Web Information Systems Engineering – WISE 2016. pp. 275-289. Shanghai, China, Nov 2016. web inproceedings bibtex

@inproceedings{li:hal-01398189,
  TITLE = {{A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs}},
  AUTHOR = {Li, Yifan and Constantin, Camelia and Du Mouza, Cedric},
  URL = {https://hal.archives-ouvertes.fr/hal-01398189},
  BOOKTITLE = {{Web Information Systems Engineering -- WISE 2016}},
  ADDRESS = {Shanghai, China},
  PAGES = {275-289},
  YEAR = {2016},
  MONTH = Nov,
  PDF = {https://hal.archives-ouvertes.fr/hal-01398189/file/wise_2016.pdf},
  HAL_ID = {hal-01398189},
  HAL_VERSION = {v1},
}

Samuel Castillo, Hubert Naacke, Bernd Amann, David Chavalarias, Exploring the evolution of science through interactive phylomemetic topic maps. Nov 2016. web misc bibtex

@misc{castillo:hal-01513264,
  TITLE = {{Exploring the evolution of science through interactive phylomemetic topic maps}},
  AUTHOR = {Castillo, Samuel and Naacke, Hubert and Amann, Bernd and Chavalarias, David},
  URL = {https://hal.archives-ouvertes.fr/hal-01513264},
  NOTE = {Poster},
  HOWPUBLISHED = {{32{\`e}me Conf{\'e}rence sur la Gestion de Donn{\'e}es - BDA2016}},
  YEAR = {2016},
  MONTH = Nov,
  HAL_ID = {hal-01513264},
  HAL_VERSION = {v1},
}

Yifan Li, Camelia Constantin, Cedric Du Mouza, A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs. In 32ème Conférence sur la Gestion de Données - BDA2016. Poitiers, France, Nov 2016. web inproceedings bibtex

@inproceedings{li:hal-01398195,
  TITLE = {{A Block-Based Edge Partitioning for Random Walks Algorithms over Large Social Graphs}},
  AUTHOR = {Li, Yifan and Constantin, Camelia and Du Mouza, Cedric},
  URL = {https://hal.archives-ouvertes.fr/hal-01398195},
  BOOKTITLE = {{32{\`e}me Conf{\'e}rence sur la Gestion de Donn{\'e}es - BDA2016}},
  ADDRESS = {Poitiers, France},
  YEAR = {2016},
  MONTH = Nov,
  KEYWORDS = { random walk algorithms ;  social networks ; graph partitioning},
  PDF = {https://hal.archives-ouvertes.fr/hal-01398195/file/bda-proc.pdf},
  HAL_ID = {hal-01398195},
  HAL_VERSION = {v1},
}

Mohamed-Amine Baazizi, Houssem Ben Ben Lahmar, Dario Colazzo, Giorgio Ghelli, Carlo Sartiani, Inférence de Schémas pour Données JSON Massives. In 32ème Conférence sur la Gestion de Données - Principes, Technologies et Applications (BDA 2016). Poitiers, France, Nov 2016. web inproceedings bibtex

@inproceedings{baazizi:hal-01502373,
  TITLE = {{Inf{\'e}rence de Sch{\'e}mas pour Donn{\'e}es JSON Massives}},
  AUTHOR = {Baazizi, Mohamed-Amine and Ben Lahmar, Houssem Ben and Colazzo, Dario and Ghelli, Giorgio and Sartiani, Carlo},
  URL = {https://hal.archives-ouvertes.fr/hal-01502373},
  BOOKTITLE = {{32{\`e}me Conf{\'e}rence sur la ''Gestion de Donn{\'e}es - Principes, Technologies et Applications'' (BDA 2016)}},
  ADDRESS = {Poitiers, France},
  YEAR = {2016},
  MONTH = Nov,
  PDF = {https://hal.archives-ouvertes.fr/hal-01502373/file/Post-proc.pdf},
  HAL_ID = {hal-01502373},
  HAL_VERSION = {v1},
}

Nelly Vouzoukidou, Bernd Amann, Vassilis Christophides, Continuous Top-k Queries over Real-Time Web Streams. Oct 2016. web unpublished bibtex

@unpublished{vouzoukidou:hal-01411893,
  TITLE = {{Continuous Top-k Queries over Real-Time Web Streams}},
  AUTHOR = {Vouzoukidou, Nelly and Amann, Bernd and Christophides, Vassilis},
  URL = {https://hal.inria.fr/hal-01411893},
  NOTE = {working paper or preprint},
  YEAR = {2016},
  MONTH = Oct,
  PDF = {https://hal.inria.fr/hal-01411893/file/1610.06500v1.pdf},
  HAL_ID = {hal-01411893},
  HAL_VERSION = {v1},
}

Ludovic DOS SANTOS, Benjamin Piwowarski, Patrick Gallinari, Multilabel classification on heterogeneous graphs with gaussian embeddings. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery. Riva del garda, Italy, Sep 2016. web inproceedings bibtex

@inproceedings{dossantos:hal-01352911,
  TITLE = {{Multilabel classification on heterogeneous graphs with gaussian embeddings}},
  AUTHOR = {DOS SANTOS, Ludovic and Piwowarski, Benjamin and Gallinari, Patrick},
  URL = {https://hal.archives-ouvertes.fr/hal-01352911},
  BOOKTITLE = {{  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery}},
  ADDRESS = {Riva del garda, Italy},
  YEAR = {2016},
  MONTH = Sep,
  HAL_ID = {hal-01352911},
  HAL_VERSION = {v1},
}

Benjamin Piwowarski, Learning Term Weights for Ad-hoc Retrieval. Sep 2016. web unpublished bibtex

@unpublished{piwowarski:hal-01358682,
  TITLE = {{Learning Term Weights for Ad-hoc Retrieval}},
  AUTHOR = {Piwowarski, Benjamin},
  URL = {http://hal.upmc.fr/hal-01358682},
  NOTE = {working paper or preprint},
  YEAR = {2016},
  MONTH = Sep,
  PDF = {http://hal.upmc.fr/hal-01358682/file/0895B5B8-8348-4D16-8D55-BCD4482E89DB.pdf},
  HAL_ID = {hal-01358682},
  HAL_VERSION = {v1},
}

Benjamin Piwowarski, Sylvain Lamprier, Nicolas Desprès, Parameterized Neural Network Language Models for Information Retrieval. Aug 2016. web unpublished bibtex

@unpublished{piwowarski:hal-01357956,
  TITLE = {{Parameterized Neural Network Language Models for Information Retrieval}},
  AUTHOR = {Piwowarski, Benjamin and Lamprier, Sylvain and Despr{\`e}s, Nicolas},
  URL = {http://hal.upmc.fr/hal-01357956},
  NOTE = {working paper or preprint},
  YEAR = {2016},
  MONTH = Aug,
  HAL_ID = {hal-01357956},
  HAL_VERSION = {v1},
}

Andrés Sanoja, Stéphane Gan c carski, Block-based Migration from HTML4 Standard to HTML5 Standard in the Context of Web Archives. In SCTC16. Caracas, Venezuela, May 2016. web inproceedings bibtex

@inproceedings{sanoja:hal-01500624,
  TITLE = {{Block-based Migration from HTML4 Standard to HTML5 Standard in the Context of Web Archives}},
  AUTHOR = {Sanoja, Andr{\'e}s and Gan{\c c}arski, St{\'e}phane},
  URL = {https://hal.archives-ouvertes.fr/hal-01500624},
  BOOKTITLE = {{SCTC16}},
  ADDRESS = {Caracas, Venezuela},
  YEAR = {2016},
  MONTH = May,
  HAL_ID = {hal-01500624},
  HAL_VERSION = {v1},
}

Gaurav Singh, Benjamin Piwowarski, Efficient Document Indexing Using Pivot Tree. Sorbonne Universités, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606. May 2016. web techreport bibtex

@techreport{singh:hal-01358681,
  TITLE = {{Efficient Document Indexing Using Pivot Tree}},
  AUTHOR = {Singh, Gaurav and Piwowarski, Benjamin},
  URL = {http://hal.upmc.fr/hal-01358681},
  TYPE = {Research Report},
  INSTITUTION = {{Sorbonne Universit{\'e}s, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606}},
  YEAR = {2016},
  MONTH = May,
  HAL_ID = {hal-01358681},
  HAL_VERSION = {v1},
}

Camelia Constantin, Ryadh Dahimene, Quentin Grossetti, Cédric Du Mouza, Finding Users of Interest in Micro-blogging Systems. In International Conference on Extending Database Technology, EDBT. Bordeaux, France, Mar 2016. doi web inproceedings bibtex

@inproceedings{constantin:hal-01362686,
  TITLE = {{Finding Users of Interest in Micro-blogging Systems}},
  AUTHOR = {Constantin, Camelia and Dahimene, Ryadh and Grossetti, Quentin and Du Mouza, C{\'e}dric},
  URL = {https://hal.archives-ouvertes.fr/hal-01362686},
  BOOKTITLE = {{International Conference on Extending Database Technology, EDBT}},
  ADDRESS = {Bordeaux, France},
  YEAR = {2016},
  MONTH = Mar,
  DOI = {10.5441/002/edbt.2016.04},
  PDF = {https://hal.archives-ouvertes.fr/hal-01362686/file/paper-98.pdf},
  HAL_ID = {hal-01362686},
  HAL_VERSION = {v1},
}

Nicolas Despres, Sylvain Lamprier, Benjamin Piwowarski, Apprentissage de Modèles de Langue Neuronaux pour la Recherche d'Information. In Conférence en Recherche d'Infomations et Applications. pp. 717-732. Toulouse, France, Mar 2016. web inproceedings bibtex

@inproceedings{despres:hal-01358680,
  TITLE = {{Apprentissage de Mod{\`e}les de Langue Neuronaux pour la Recherche d'Information}},
  AUTHOR = {Despres, Nicolas and Lamprier, Sylvain and Piwowarski, Benjamin},
  URL = {http://hal.upmc.fr/hal-01358680},
  BOOKTITLE = {{Conf{\'e}rence en Recherche d'Infomations et Applications}},
  ADDRESS = {Toulouse, France},
  PAGES = {717-732},
  YEAR = {2016},
  MONTH = Mar,
  HAL_ID = {hal-01358680},
  HAL_VERSION = {v1},
}

Camelia Constantin, Ryadh Dahimene, Cédric Du Mouza, Quentin 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. Mar 2016. doi web article bibtex

@article{constantin:hal-01362754,
  TITLE = {{Recommandation contextuelle d'utilisateurs pour les plateformes de micro-blogging}},
  AUTHOR = {Constantin, Camelia and Dahimene, Ryadh and Du Mouza, C{\'e}dric and Grossetti, Quentin},
  URL = {https://hal.archives-ouvertes.fr/hal-01362754},
  JOURNAL = {{Revue des Sciences et Technologies de l'Information - S{\'e}rie ISI : Ing{\'e}nierie des Syst{\`e}mes d'Information}},
  PUBLISHER = {{Lavoisier}},
  PAGES = {93-118},
  YEAR = {2016},
  MONTH = Mar,
  DOI = {10.3166/isi.21.3.93-118},
  HAL_ID = {hal-01362754},
  HAL_VERSION = {v1},
}

Zeljko Kraljevic, Nicolas Baskiotis, Benjamin Piwowarski, Patrick Gallinari, Représentation temporelle des mots : application au clustering de micro-blogs.. In Conférence en Recherche d'Infomations et Applications. pp. 531-544. Toulouse, France, Mar 2016. web inproceedings bibtex

@inproceedings{kraljevic:hal-01358679,
  TITLE = {{Repr{\'e}sentation temporelle des mots : application au clustering de micro-blogs.}},
  AUTHOR = {Kraljevic, Zeljko and Baskiotis, Nicolas and Piwowarski, Benjamin and Gallinari, Patrick},
  URL = {http://hal.upmc.fr/hal-01358679},
  BOOKTITLE = {{Conf{\'e}rence en Recherche d'Infomations et Applications}},
  ADDRESS = {Toulouse, France},
  PAGES = {531-544},
  YEAR = {2016},
  MONTH = Mar,
  HAL_ID = {hal-01358679},
  HAL_VERSION = {v1},
}

Camelia Constantin, Cedric du Mouza, Witold Litwin, Philippe Rigaux, Thomas Schwarz, AS-Index: A Structure For String Search Using n-grams and Algebraic Signatures. Journal of Computer Science and Technology 31 (1) pp. 147-166. Springer Verlag. Jan 2016. doi web article bibtex

@article{constantin:hal-01126550,
  TITLE = {{AS-Index: A Structure For String Search Using n-grams and Algebraic Signatures}},
  AUTHOR = {Constantin, Camelia and du Mouza, Cedric and Litwin, Witold and Rigaux, Philippe and Schwarz, Thomas},
  URL = {https://hal.archives-ouvertes.fr/hal-01126550},
  JOURNAL = {{Journal of Computer Science and Technology}},
  HAL_LOCAL_REFERENCE = {CdL15},
  PUBLISHER = {{Springer Verlag}},
  VOLUME = {31},
  NUMBER = {1},
  PAGES = {147-166},
  YEAR = {2016},
  MONTH = Jan,
  DOI = {10.1007/s11390-016-1618-6},
  KEYWORDS = {Full text indexing ; Large scale indexing ; Algebraic signatures ; Indexation de grande {\'e}chelle ; L'indexation de texte int{\'e}gral ; Signatures alg{\'e}briques},
  HAL_ID = {hal-01126550},
  HAL_VERSION = {v1},
}

Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke, Intégration des Influences Géographique et Temporelle pour la Recommandation de Points d'Intérêt. RNTI, In Extraction et Gestion des Connaissances. pp. 153-158. Reims, France, Jan 2016. web inproceedings bibtex

@inproceedings{griesner:hal-01509851,
  TITLE = {{Int{\'e}gration des Influences G{\'e}ographique et Temporelle pour la Recommandation de Points d'Int{\'e}r{\^e}t}},
  AUTHOR = {Griesner, Jean-Beno{\^i}t and Abdessalem, Talel and Naacke, Hubert},
  URL = {https://hal.archives-ouvertes.fr/hal-01509851},
  BOOKTITLE = {{Extraction et Gestion des Connaissances}},
  ADDRESS = {Reims, France},
  SERIES = {RNTI},
  VOLUME = {RNTI-E-30},
  PAGES = {153-158},
  YEAR = {2016},
  MONTH = Jan,
  HAL_ID = {hal-01509851},
  HAL_VERSION = {v1},
}

Hubert Naacke, Olivier Curé, Bernd Amann, SPARQL query processing with Apache Spark. 2016. web unpublished bibtex

@unpublished{naacke:hal-01447387,
  TITLE = {{SPARQL query processing with Apache Spark}},
  AUTHOR = {Naacke, Hubert and Cur{\'e}, Olivier and Amann, Bernd},
  URL = {https://hal.archives-ouvertes.fr/hal-01447387},
  NOTE = {working paper or preprint},
  YEAR = {2016},
  KEYWORDS = {rdf ;  sparql ;  spark ;  distributed join algorithms ;  query optimisation},
  HAL_ID = {hal-01447387},
  HAL_VERSION = {v1},
}

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2017 (5)

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