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Large-scale Heterogeneous DAta and Knowledge (LaHDAK)
LaHDAK team
The explosive growth in the amount of data created in the world is unparalleled. The data deluge is happening everywhere. Huge volumes of data sets are produced, leading to two main issues that are interoperability and scalability. LaHDAK proposes to work on these problems by providing adequate distributed data and knowledge management infrastructures. The aim is to manage complex-structured,
semantically heterogeneous, uncertain, missing and evolving data. We will deal with data coming from any sources, including the internet and the social web with all its complexity. We will take up this challenge by providing efficient, semantically relevant and robust solutions.
The LaHDAK team brings together members of the Artificial Intelligence & Inference Systems group (IASI) and members of the Database group (DB) because of their common interests in data and knowledge management. These researchers have had a previous experience of collaboration within the Inria project Gemo and after that within the team Leo.

Group Members
  Group leader
    PERNELLE-MANSCOUR Nathalie

  Faculty
    BIDOIT Nicole
    CAUTIS Bogdan
    CHATALIC Philippe
    DAGUE Philippe
    GROZ Benoit
    MA Yue
    MANIU Silviu
    PERNELLE-MANSCOUR Nathalie
    REYNAUD Chantal
    SAFAR Brigitte
    SAÏS Fatiha
    WALLER Emmanuel

  Non-permanent research staff
    CARDOSO Silvio Domingos
    CHEN Jieying
    IBRAHIM Hassan
    LAGREE Paul
    PALACIOS MEDINACELLI Luis
    RAAD Joe
    RAMACHANDRA RAO Sanjay Kamath
    ZAATITI Hadi
    ZHANG Zheng

  Visitors
    PRETI Giulia
    VELEGRAKIS Ioannis

  Partners
    COLAZZO Dario
    GOASDOUE François
    HAMDI Fayçal
    HERSCHEL Mélanie
    HORINCAR Roxana
    SIMON Laurent

  Interns
    CHRISTARAS-PAPAGEORGIOU Dimitrios
    FERREIRA DA SILVA Anderson Carlos
    OULKFIF Sara
    SER Simon
    ZHAO Yuhao

Research activities
  Integration of Data and Knowledge
  Automated Reasoning
  Web data management

Software & patents
  SomeWhere: Peer-to-Peer Consequence Finding
  OntoClass & OntoQuery: Query engine for mediators based on query rewriting using views
  TaxoMap Alignment: A prototype to automate semantic mappings between taxonomies
  LN2R-LT: A Logical method and a Numerical method for Reference Reconciliation
  XTAB2SML: Tool for ontology driven semantic annotation of data tables.
  SomeWhere+: Paraconsistent Peer-to-Peer Consequence Finding algorithm
  Active XML: Declarative specification of Web applications
  OptimAX: Algebraic optimizer for Active XML
  ULoad: Management of XML views
  KadoP: XML indexing and querying in P2P
  Acware: Un système pour le stockage de contenus
  GUNSAT: GUNSAT, a greedy local search algorithm for unsatisfiability
  AlignViz: AlignViz
  AnnoVip: AnnoVip
  EAP Framework: EAP Framework
  LiquidXML: LiquidXML
  MESAM: MESAM
  RDFViews: RDFViews
  SpyWhere: SpyWhere
  ViP2P: views in peer-to-peer
  XupOp: XupOp
  XupIn: XML query-update independence tester
  TaxoMap Refinement: TaxoMap Refinement
  KD2R: OWL2 key discovery on RDF datasets
  cTuning: public repository and tools for collaborative and statistical program and architecture characterization and optimization
  Nautilus Analyzer: Nautilus
  XPIOT: XPIOT
  AMADA: AMADA
  XUpTe: XUpTe
  REISA: Controlled Knowledge Base Enrichment from Web documents
  XRP: The XR platform
  FactMinder: A browser (Chrome) extension targeted at online fact checkers and data journalists
  WaRG: Warehousing RDF Graphs
  Glucose: The solver that looks for glue clauses
  XPUQ: XML Partitioning for Updates and Queries
  CQAPri: Consistent Query Answering with Priorities
  PAXQuery: massively parallel processing of XQuery queries
  PigReuse: a platform for specifying and exploiting warehouses of RDF data
  CliqueSquare: CliqueSquare
  SAUPODOC: Semantic Annotation Using Population of Ontology and Definition of Classes

Recent Ph.D. dissertations & faculty habilitations
  SAT-Based Diagnosability and Predictability Analysis in Centralized and Distributed Discrete Event Systems
  L'annotation sématique de documents
  Ontology enrichment and population from texts and data from LOD: Application to the automatic annotation of documents

Seminars
On these wonderful views, their updatability and their use as a virtual linking tool.
Yannis Velegrakis
3 July 2017 14h00


Content management techniques and tools for fact-checking
Ioana Manolescu
30 June 2017 16h00


Mapping Ontology with Probabilistic Relational Models.
Cristina Manfredotti
3 February 2017 14h00


The combined approach for ontology-based query answering: a survey
Michaël Thomazo
8 January 2016 14h00


EFQ: Why-Not Answer Polynomials in Action
Katerina Tzompanaki
6 November 2015 00h00


Understanding and managing medical data and knowledge dynamics
Cédric Pruski
2 October 2015 00h00


Streaming and Interactive Data Analytics
Erietta Liarou
18 May 2015 10h00


Speeding up information extraction programs: a holistic optimizer and a learning-based approach to rank documents
Helena Galhardas
27 March 2015 14h00


ANGIE in wonderland.
Nicoleta Preda
13 February 2015 14h00


Beyond declarative mapping and cleaning
Paolo Papotti
2 February 2015 14h00


Supporting Scientific Analytics under Data Uncertainty and Query Uncertainty
Yanlei Diao
16 January 2015 10h00


On building more human query answering systems
Yannis Velegrakis
4 December 2014 10h00


Dynamically Optimizing Queries over Large Scale Data Platforms
Konstantinos Karanassos
26 November 2014 11h00


*Yo Dawg, We Heard You Like Datalog Engines* ... so we put a Datalog engine inside your Datalog engine, so you can derive while you derive!
Dan Olteanu
24 October 2014 14h00


Semantic ontology mappings: how to determine and use them
Erhard Rahm
24 October 2014 10h00


"Ontology Based Query Answering": decidable cases and algorithms
Michaël Thomazo
3 October 2014 14h00


Web Data Management in the RDF Age
M. Tamer Özsu
1 October 2014 11h00


Complete Yet Practical Search For Minimal Query Reformulations Under Constraints
Ioana Ileana
4 July 2014 14h00


Modeling Legal Documents as Typed Linked Data for Relational Querying
Nada Mimouni
27 June 2014 14h00


Digital Shapes Knowledge Discovery: Ontologies and Shape Modeling Techniques
Laura Papaleo
6 June 2014 14h00


Matching User Profiles across Social Networks
Gianluca Quercini
23 May 2014 14h00


Querying the deep web: from logic to optimisation, and back
Julien Leblay
13 May 2014 13h00


RDF Analytics: Lenses over Semantic Graphs
Alexandra Roatis
4 April 2014 14h00


From temporal to multimensional data: refresh strategies and search
Roxana Horincar
28 March 2014 14h00


A model oriented approach to heterogeneity
Francesca Bugiotti
21 March 2014 14h00


Filtering with the Crowd in the CrowdScreen model
Benoit Groz
7 March 2014 14h00


Privacy-Preserving Query Execution using a Decentralized Architecture and Tamper Resistant Hardware
Benjamin Nguyen
4 March 2014 14h00


Implementing language in Java with Alphabet Soup: how it may impact the Oracle Database
Laurent Daynès
6 February 2014 15h00


PAXQuery: Efficient Parallel Processing of Complex XQuery
Jesús Camacho-Rodríguez
13 January 2014 10h00


NoSQL Database Design for Next-Generation Web Applications
Luca Cabibbo
10 January 2014 14h00


Events, Representations and Applications
Xavier Tannier
20 December 2013 14h00


Résultats majeurs
Mapping Adaptation Actions for the Automatic Reconciliation of Dynamic Ontologies
27 October 2013
J. C. Dos Reis, D. Dinh, C. Pruski, M. Da Silveira, C. Reynaud-Delaître

Ontology-Aware Prediction from Rules: A Reconciliation-Based Approach
1 July 2014


PVLDB 2014: Delta: Scalable Data Dissemination under Capacity Constraints
7 October 2013
"Delta: Scalable Data Dissemination under Capacity Constraints", by Konstantinos Karanasos, Asterios Katsifodimos and Ioana Manolescu has been accepted for publication in PVLDB 2014.

Querying Inconsistent Description Logic Knowledge Bases under Preferred Repair Semantics
15 April 2014
Meghyn Bienvenu, Camille Bourgaux and François Goasdoué. AAAI'14.

WWW 2014: RDF Analytics: Lenses over Semantic Graphs
10 January 2014
Dario Colazzo, François Goasdoué, Ioana Manolescu and Alexandra Roatiş. International World Wide Web conference (WWW), 2014.

Software & patents