Table des matières

Equipe BD@LIP6
- Recherche
- Enseignement
BD@LIP6

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 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

Ecole Thématique BDA MDD 2018 Scalable Data Analytics, Aussois
DESWEB@ICDE2018, Paris
Propositions de stages :
- Modèles de complétude pour les données capteurs
- Big Data et analyse de textes scientifiques
Proposition de thèses :
- Topic Extraction and Alignment for Large Scientific Document Collections
EPIQUE, un nouveau projet ANR
GdR Madics

Membres

Nom	Prénom	Statut	Affiliation	Bureau	Téléphone
Amann	Bernd	Full Professor	UPMC	25-26/506	01 44 27 70 09
Baazizi	Amine	Associate Professor	UPMC	25-26/505	01 44 27 88 75
Constantin	Camélia	Associate Professor	UPMC	25-26/509	01 44 27 87 42
Doucet	Anne	Full Professor	UPMC	25-26/504	01 44 27 70 01
Gançarski	Stéphane	Associate Professor	UPMC	25-26/511	01 44 27 87 95
Naacke	Hubert	Associate Professor	UPMC	25-26/507	01 44 27 87 61
Piwowarski	Benjamin	Researcher	UPMC - CNRS	25-26/523	01 44 27 72 60
Hannou	Fatma	PhD student	UPMC
Liu	Rutian	PhD student	UPMC-SAP
Li	Ke	PhD student	UPMC

Projets de Recherche en cours

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

Tous les projets

Publications récentes

2018 (2)

Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari, Learning Multi-Modal Word Representation Grounded in Visual Context. In Association for the Advancement of Artificial Intelligence (AAAI). New Orleans, United States, Feb 2018. web inproceedings bibtex

@inproceedings{zablocki:hal-01632414,
  TITLE = {{Learning Multi-Modal Word Representation Grounded in Visual Context}},
  AUTHOR = {Zablocki, {\'E}loi and Piwowarski, Benjamin and Soulier, Laure and Gallinari, Patrick},
  URL = {https://hal.archives-ouvertes.fr/hal-01632414},
  BOOKTITLE = {{Association for the Advancement of Artificial Intelligence (AAAI)}},
  ADDRESS = {New Orleans, United States},
  YEAR = {2018},
  MONTH = Feb,
  HAL_ID = {hal-01632414},
  HAL_VERSION = {v1},
}

Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke, Pierre Dosne, ALGeoSPF: Un modèle de factorisation basé sur du clustering géographique pour la recommandation de POI. In Extraction et Gestion de Connaissances (EGC'2018). Saint Denis, France, Jan 2018. web inproceedings bibtex

@inproceedings{griesner:hal-01657515,
  TITLE = {{ALGeoSPF: Un mod{\`e}le de factorisation bas{\'e} sur du clustering g{\'e}ographique pour la recommandation de POI}},
  AUTHOR = {Griesner, Jean-Beno{\^i}t and Abdessalem, Talel and Naacke, Hubert and Dosne, Pierre},
  URL = {http://hal.upmc.fr/hal-01657515},
  BOOKTITLE = {{ Extraction et Gestion de Connaissances (EGC'2018)}},
  ADDRESS = {Saint Denis, France},
  YEAR = {2018},
  MONTH = Jan,
  HAL_ID = {hal-01657515},
  HAL_VERSION = {v1},
}

2017 (9)

Xiangnan Ren, Olivier Curé, Hubert Naacke, Jérémy Lhez, Ke Li, Strider R: Massive and Distributed RDF Graph Stream Reasoning. In IEEE International Conference on Big Data, Big Data 2017. Boston, United States, Dec 2017. web inproceedings bibtex

@inproceedings{ren:hal-01657494,
  TITLE = {{Strider R: Massive and Distributed RDF Graph Stream Reasoning}},
  AUTHOR = {Ren, Xiangnan and Cur{\'e}, Olivier and Naacke, Hubert and Lhez, J{\'e}r{\'e}my and Li, Ke},
  URL = {http://hal.upmc.fr/hal-01657494},
  BOOKTITLE = {{IEEE International Conference on Big Data, Big Data 2017}},
  ADDRESS = {Boston, United States},
  YEAR = {2017},
  MONTH = Dec,
  HAL_ID = {hal-01657494},
  HAL_VERSION = {v1},
}

Hubert Naacke, Jean-Benoît Griesner, Talel Abdessalem, Pierre Dosne, ALGeoSPF: A Hierarchical Geographical Factorization Model for POI Recommendation. In Journées Bases de Données Avancées (BDA). Nancy, France, Nov 2017. web inproceedings bibtex

@inproceedings{naacke:hal-01657508,
  TITLE = {{ALGeoSPF: A Hierarchical Geographical Factorization Model for POI Recommendation}},
  AUTHOR = {Naacke, Hubert and Griesner, Jean-Beno{\^i}t and Abdessalem, Talel and Dosne, Pierre},
  URL = {http://hal.upmc.fr/hal-01657508},
  BOOKTITLE = {{Journ{\'e}es Bases de Donn{\'e}es Avanc{\'e}es (BDA)}},
  ADDRESS = {Nancy, France},
  YEAR = {2017},
  MONTH = Nov,
  HAL_ID = {hal-01657508},
  HAL_VERSION = {v1},
}

Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari, Gaussian Embeddings for Collaborative Filtering. In 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM. Tokyo, Japan, Aug 2017. doi web inproceedings bibtex

@inproceedings{dossantos:hal-01582488,
  TITLE = {{Gaussian Embeddings for Collaborative Filtering}},
  AUTHOR = {Dos Santos, Ludovic and Piwowarski, Benjamin and Gallinari, Patrick},
  URL = {http://hal.upmc.fr/hal-01582488},
  BOOKTITLE = {{40th International ACM SIGIR Conference on Research and Development in Information Retrieval}},
  ADDRESS = {Tokyo, Japan},
  PUBLISHER = {{ACM}},
  YEAR = {2017},
  MONTH = Aug,
  DOI = {10.1145/3077136.3080722},
  PDF = {http://hal.upmc.fr/hal-01582488/file/main.pdf},
  HAL_ID = {hal-01582488},
  HAL_VERSION = {v1},
}

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. In GRADES (Graph Data-management Experiences & Systems), Workshop, SIGMOD 2017. pp. 1-7. 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 = {{GRADES (Graph Data-management Experiences \& Systems), Workshop, SIGMOD 2017}},
  ADDRESS = {Chicago, United States},
  YEAR = {2017},
  MONTH = May,
  PAGES = {1-7},
  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},
}

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},
}

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},
}

Éloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari, LIP6-CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings Working notes. In CLEF 2017. Dublin, Ireland, 2017. web inproceedings bibtex

@inproceedings{zablocki:hal-01579493,
  TITLE = {{LIP6-CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings Working notes}},
  AUTHOR = {Zablocki, {\'E}loi and Bordes, Patrick and Soulier, Laure and Piwowarski, Benjamin and Gallinari, Patrick},
  URL = {http://hal.upmc.fr/hal-01579493},
  BOOKTITLE = {{CLEF 2017}},
  ADDRESS = {Dublin, Ireland},
  YEAR = {2017},
  KEYWORDS = {multi-modal spatial role labeling ;  linear SVM ;  multi-label ; classification ;  spatial indicator ;  landmark ;  trajector ;  word embedding ; RCC8 regions},
  PDF = {http://hal.upmc.fr/hal-01579493/file/paper_76.pdf},
  HAL_ID = {hal-01579493},
  HAL_VERSION = {v1},
}

2016 (21)

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},
}

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},
}

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},
}

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},
}

W. Xu, C. Marsala, Personalized search in smart indoor environments: Combining a formal location model, user preferences and semantic similarity. In 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). pp. 1768–1775. jul 2016. doi inproceedings bibtex

@inproceedings{xu_personalized_2016,
	title = {Personalized search in smart indoor environments: {Combining} a formal location model, user preferences and semantic similarity},
	shorttitle = {Personalized search in smart indoor environments},
	doi = {10.1109/FUZZ-IEEE.2016.7737904},
	abstract = {In the web of things (WOT) paradigm, it is possible for users to have access to a big amount of connected objects to fulfil their requests. However, finding the right object is a difficult task as the search should take into account not only the functionalities of the objects but also their physical localisation and their distance from the user. In this paper, a new approach to build a WOT search engine is introduced. A new semantic similarity is proposed to compare objects in ontology. To answer a user's request, the proposed model recommends objects according to both their geo-localisation and capabilities. Moreover, the search of objects takes into account the user's profile and expectations. The solution we proposed relies on fuzzy rule engines and a formal location model that characterise the search space in which relevant connected objects are selected.},
	booktitle = {2016 {IEEE} {International} {Conference} on {Fuzzy} {Systems} ({FUZZ}-{IEEE})},
	author = {Xu, W. and Marsala, C.},
	month = jul,
	year = {2016},
	keywords = {Buildings, Context, formal location model, fuzzy rule engines, Indoor environments, information retrieval, Internet of Things, Ontologies, ontologies (artificial intelligence), ontology, personalized search, Search engines, Search problems, semantic similarity, Semantics, smart indoor environment, user preference, Web of things, WOT paradigm, WOT search engine},
	pages = {1768--1775},
	file = {IEEE Xplore Abstract Record:C\:\Users\Bernd\Zotero\storageN2XYK4A37904.html:text/html;IEEE Xplore Full Text PDF:C\:\Users\Bernd\Zotero\storage\FVIWZ5CH\Xu et Marsala - 2016 - Personalized search in smart indoor environments .pdf:application/pdf}
}

Abstract In the web of things (WOT) paradigm, it is possible for users to have access to a big amount of connected objects to fulfil their requests. However, finding the right object is a difficult task as the search should take into account not only the functionalities of the objects but also their physical localisation and their distance from the user. In this paper, a new approach to build a WOT search engine is introduced. A new semantic similarity is proposed to compare objects in ontology. To answer a user's request, the proposed model recommends objects according to both their geo-localisation and capabilities. Moreover, the search of objects takes into account the user's profile and expectations. The solution we proposed relies on fuzzy rule engines and a formal location model that characterise the search space in which relevant connected objects are selected.

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},
}

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},
}

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, 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},
}

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},
}

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},
}

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},
}

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},
}

Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri, The death and life of great Italian cities: a mobile phone data perspective. In Proceedings of the 25th International Conference on World Wide Web. pp. 413–423. International World Wide Web Conferences Steering Committee. 2016. inproceedings bibtex

@inproceedings{de_nadai_death_2016,
	title = {The death and life of great {Italian} cities: a mobile phone data perspective},
	shorttitle = {The death and life of great {Italian} cities},
	booktitle = {Proceedings of the 25th {International} {Conference} on {World} {Wide} {Web}},
	publisher = {International World Wide Web Conferences Steering Committee},
	author = {De Nadai, Marco and Staiano, Jacopo and Larcher, Roberto and Sebe, Nicu and Quercia, Daniele and Lepri, Bruno},
	year = {2016},
	pages = {413--423},
	file = {Fulltext:C\:\Users\Bernd\Zotero\storageKYPZK9S\De Nadai et al. - 2016 - The death and life of great Italian cities a mobi.pdf:application/pdf;Snapshot:C\:\Users\Bernd\Zotero\storage\RF3STZ8H\citation.html:text/html}
}

Ewelina Szczekocka, Justyna Gromada, Agata Filipowska, Piotr Jankowiak, Piotr Ka textbackslashluzny, Arnaud Brun, Jean Michel Portugal, Jacopo Staiano, Managing personal information: a telco perspective. Proceedings of the 19th international innovations in clouds, internet and networks (ICIN) pp. 1–8. 2016. article bibtex

@article{szczekocka_managing_2016,
	title = {Managing personal information: a telco perspective},
	shorttitle = {Managing personal information},
	journal = {Proceedings of the 19th international innovations in clouds, internet and networks (ICIN)},
	author = {Szczekocka, Ewelina and Gromada, Justyna and Filipowska, Agata and Jankowiak, Piotr and Ka{\textbackslash}luzny, Piotr and Brun, Arnaud and Portugal, Jean Michel and Staiano, Jacopo},
	year = {2016},
	pages = {1--8},
	file = {Fulltext:C\:\Users\Bernd\Zotero\storageUY7BFNI\Szczekocka et al. - 2016 - Managing personal information a telco perspective.pdf:application/pdf;Snapshot:C\:\Users\Bernd\Zotero\storageE7JKIC\Szczekocka et al. - 2016 - Managing personal information a telco perspective.pdf:application/pdf}
}

Bruno Lepri, Jacopo Staiano, Erez Shmueli, Fabio Pianesi, Alex Pentland, The role of personality in shaping social networks and mediating behavioral change. User Modeling and User-Adapted Interaction 26 (2-3) pp. 143–175. 2016. article bibtex

@article{lepri_role_2016,
	title = {The role of personality in shaping social networks and mediating behavioral change},
	volume = {26},
	number = {2-3},
	journal = {User Modeling and User-Adapted Interaction},
	author = {Lepri, Bruno and Staiano, Jacopo and Shmueli, Erez and Pianesi, Fabio and Pentland, Alex},
	year = {2016},
	pages = {143--175},
	file = {Fulltext:C\:\Users\Bernd\Zotero\storage\BPJBAE22\Lepri et al. - 2016 - The role of personality in shaping social networks.pdf:application/pdf;Snapshot:C\:\Users\Bernd\Zotero\storageUPRZJMT\s11257-016-9173-y.html:text/html}
}

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