Curriculum

Fabien Duchateau
Associate professor

Room:Nautibus 12.057 Phone:+33 (0)4 72 44 58 25 Email:firstname.lastname [at] univ-lyon1.fr Address: Bâtiment Nautibus
Campus de la Doua
8, Bd Niels Bohr
69622 Villeurbanne Cedex
France

Fabien Duchateau, 2011

Since September 2011, I am an associate professor at Université Lyon 1 for lectures and at LIRIS for research, in the database team.

In 2010, I obtained a 18-months postdoctoral fellowship sponsored by ERCIM. I spent the first part of my fellowship at CWI, The Netherlands. Lynda Hardman was my scientific supervisor there. Then I joined the team of Trond Aalberg at NTNU, Norway.

In November 2009, I obtained my Ph.D. in computer science at the LIRMM, University of Montpellier II, France. My Ph.D. supervisor was Zohra Bellahsène. The title of my Ph.D. thesis is 'towards a generic approach for schema matcher selection: leveraging user pre- and post-match effort for improving quality and time performance'.

My main research interests are data integration, schema and ontology matching, entity matching, semantic web and machine learning, mainly applied to the geographic information system and digital libraries domains.

You can download my detailed CV (last update in 2020).

Teaching

[The teaching section is only available in French]

Les unités d'enseignement suivantes sont détaillées sur le site du département informatique de l'UCBL.

Research

Publications

  1. Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, Proceedings
    Springer, 2020
    Mark M. Hall and Tanja Mercun and Thomas Risse and Fabien Duchateau

    @PROCEEDINGS{DBLP:conf/ercimdl/2020,
      editor = {Mark M. Hall and Tanja Mercun and Thomas Risse and Fabien Duchateau},
      title = {Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, Proceedings},
      series = {Lecture Notes in Computer Science},
      volume = {12246},
      publisher = {Springer},
      year = {2020},
      url = {https://doi.org/10.1007/978-3-030-54956-5},
      doi = {10.1007/978-3-030-54956-5},
      isbn = {978-3-030-54955-8},
    }

  2. ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium - International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Lyon, France, August 25-27, 2020, Proceedings
    Springer, 2020
    Ladjel Bellatreche and Mária Bieliková and Omar Boussaid and Barbara Catania and Jérôme Darmont and Elena Demidova and Fabien Duchateau and Mark M. Hall and Tanja Mercun and Boris Novikov and Christos Papatheodorou and Thomas Risse and Oscar Romero and Lucile Sautot and Guilaine Talens and Robert Wrembel and Maja Zumer

    @PROCEEDINGS{DBLP:conf/adbis/2020w,
      editor = {Ladjel Bellatreche and Mária Bieliková and Omar Boussaid and Barbara Catania and Jérôme Darmont and Elena Demidova and Fabien Duchateau and Mark M. Hall and Tanja Mercun and Boris Novikov and Christos Papatheodorou and Thomas Risse and Oscar Romero and Lucile Sautot and Guilaine Talens and Robert Wrembel and Maja Zumer},
      title = {ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium - International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Lyon, France, August 25-27, 2020, Proceedings},
      series = {Communications in Computer and Information Science},
      volume = {1260},
      publisher = {Springer},
      year = {2020},
      url = {https://doi.org/10.1007/978-3-030-55814-7},
      doi = {10.1007/978-3-030-55814-7},
      isbn = {978-3-030-55813-0},
    }

  3. Predicting the Environment of a Neighborhood: a Use Case for France
    International Conference on Data Management Technologies and Applications (DATA), 2020
    Nelly Barret and Fabien Duchateau and Franck Favetta and Loïc Bonneval

    @INPROCEEDINGS{data20,
      title = {Predicting the Environment of a Neighborhood: a Use Case for France},
      publisher = {SciTePress},
      year = {2020},
      isbn = {978-989-758-440-4},
      author = {Nelly Barret and Fabien Duchateau and Franck Favetta and Loïc Bonneval},
      booktitle = {International Conference on Data Management Technologies and Applications (DATA)},
      pages = {294-301},
    }

  4. Knowledge Management at Multiple Decision Levels: a Use Case about COVID-19 Pandemic
    Regional Knowledge workshop, 2020
    Franck Favetta and Fabien Duchateau

    @TECHREPORT{regknow20covid,
      title = {Knowledge Management at Multiple Decision Levels: a Use Case about COVID-19 Pandemic},
      year = {2020},
      url = {http://www.laet.science/EUROPEAN-BRAINSTORM-WORKSHOP-ON},
      author = {Franck Favetta and Fabien Duchateau},
      type = {Regional Knowledge workshop},
      institution = {Laboratoire LIRIS},
    }

  5. Detecting Conflicts and Recommending Actions for Urban Planning
    Regional Knowledge workshop, 2020
    Franck Favetta and Fabien Duchateau

    @TECHREPORT{regknow20urban,
      title = {Detecting Conflicts and Recommending Actions for Urban Planning},
      year = {2020},
      url = {http://www.laet.science/EUROPEAN-BRAINSTORM-WORKSHOP-ON},
      author = {Franck Favetta and Fabien Duchateau},
      type = {Regional Knowledge workshop},
      institution = {Laboratoire LIRIS},
    }

See my publications on HAL, DBLP ou ORCID.

Projects

Name Funding Dates Partners Details
HiLLabex IMU2017-2020CMW, Home in Love, GRePSRecommendation system based on spatial and non-spatial visualization for real-estate searches
DIRICKSPICS2015-2017NTNUDistributed integration, gardening and investigation for cultural knowledge with streams
MODALSPHC2015NTNUMatching of knowledge: distribution and large scale
SYRTISANRT2014-2017ProgiloneIndustrial collaboration with a Ph.D. funding on 'semantic enrichment of cultural entities'
UNIMAPLabex IMU2013-2016EVS, Rhône-Alpes TourismeIntegration of geolocation services for producing a unified map: an application to tourist point of interests
KOGARPHC2013NTNUKnowledge gardening in the web of data
GDISBQR UCBL2013Management of dynamicty and semantic integration in a network of cultural heritage resources
AdnoscoLIRIS2012-2013Management of personal data
FORUMANR2006-2009CEMAGREF, IRISA, LIRIS, LIRMM, LIMOSBuilding a semantic-based mediation system for large scale applications

Prototypes

  • Logo Mapiris
    Mapiris

    Mapiris is a cartographic application for searching and visualizing French IRIS (administrative unit similar to neighbourhoods, defined by the National Institute of Statistics)

    Mapiris is a cartographic application for searching and visualizing French IRIS (administrative unit similar to neighbourhoods, defined by the National Institute of Statistics). Each of the 50,000 IRIS is described by hundreds of indicators (e.g., number of bakeries, percent of residents according to socio-professional categories, average income). It is developed in Python and JavaScript et uses the Mongiris API (storage of ITIS as GeoJSON). More information on the Mapiris webpage or on the the Mongiris webpage.

    1. À la recherche du quartier idéal
      Extraction et Gestion des Connaissances (EGC), 2019
      Nelly Barret and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Aurélien Gentil and Loïc Bonneval

      @INPROCEEDINGS{egc19-demo,
        title = {À la recherche du quartier idéal},
        year = {2019},
        url = {http://editions-rnti.fr/?inprocid1002526},
        author = {Nelly Barret and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Aurélien Gentil and Loïc Bonneval},
        booktitle = {Extraction et Gestion des Connaissances (EGC)},
        pages = {429–432},
      }

    2. Étude des quartiers : défis et pistes de recherche
      Extraction et Gestion des Connaissances (EGC) - atelier DAHLIA, 2019
      Loïc Bonneval and Fabien Duchateau and Franck Favetta and Aurélien Gentil and Mohamed Nader Jelassi and Maryvonne Miquel and Ludovic Moncla

      @INPROCEEDINGS{egc19-dahlia,
        title = {Étude des quartiers : défis et pistes de recherche},
        year = {2019},
        url = {http://dahlia.egc.asso.fr/atelierDAHLIA-EGC2020.html},
        author = {Loïc Bonneval and Fabien Duchateau and Franck Favetta and Aurélien Gentil and Mohamed Nader Jelassi and Maryvonne Miquel and Ludovic Moncla},
        booktitle = {Extraction et Gestion des Connaissances (EGC) - atelier DAHLIA},
      }

    3. Predicting the Environment of a Neighborhood: a Use Case for France
      International Conference on Data Management Technologies and Applications (DATA), 2020
      Nelly Barret and Fabien Duchateau and Franck Favetta and Loïc Bonneval

      @INPROCEEDINGS{data20,
        title = {Predicting the Environment of a Neighborhood: a Use Case for France},
        publisher = {SciTePress},
        year = {2020},
        isbn = {978-989-758-440-4},
        author = {Nelly Barret and Fabien Duchateau and Franck Favetta and Loïc Bonneval},
        booktitle = {International Conference on Data Management Technologies and Applications (DATA)},
        pages = {294-301},
      }

  • Logo Mongiris
    Mongiris

    This Python package is an interface for querying French administrative areas (called IRIS, similar to neighborhoods) stored as documents in MongoDB.

    This Python package is an interface for querying French administrative areas (IRIS, similar to neighborhoods) stored as documents in MongoDB. Each IRIS includes indicators (e.g., average income, types of housings, number of bakeries or schools) that are useful for social sciences studies, for house/neighborhood recommendation, etc. In this package, the ~50,000 IRIS and their 350-650 indicators have been integrated and stored in the GeoJSON format, and an API enables the manipulation of these data. More information on the Mongiris webpage or on the Mapiris webpage.

    1. À la recherche du quartier idéal
      Extraction et Gestion des Connaissances (EGC), 2019
      Nelly Barret and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Aurélien Gentil and Loïc Bonneval

      @INPROCEEDINGS{egc19-demo,
        title = {À la recherche du quartier idéal},
        year = {2019},
        url = {http://editions-rnti.fr/?inprocid1002526},
        author = {Nelly Barret and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Aurélien Gentil and Loïc Bonneval},
        booktitle = {Extraction et Gestion des Connaissances (EGC)},
        pages = {429–432},
      }

    2. Étude des quartiers : défis et pistes de recherche
      Extraction et Gestion des Connaissances (EGC) - atelier DAHLIA, 2019
      Loïc Bonneval and Fabien Duchateau and Franck Favetta and Aurélien Gentil and Mohamed Nader Jelassi and Maryvonne Miquel and Ludovic Moncla

      @INPROCEEDINGS{egc19-dahlia,
        title = {Étude des quartiers : défis et pistes de recherche},
        year = {2019},
        url = {http://dahlia.egc.asso.fr/atelierDAHLIA-EGC2020.html},
        author = {Loïc Bonneval and Fabien Duchateau and Franck Favetta and Aurélien Gentil and Mohamed Nader Jelassi and Maryvonne Miquel and Ludovic Moncla},
        booktitle = {Extraction et Gestion des Connaissances (EGC) - atelier DAHLIA},
      }

    3. Predicting the Environment of a Neighborhood: a Use Case for France
      International Conference on Data Management Technologies and Applications (DATA), 2020
      Nelly Barret and Fabien Duchateau and Franck Favetta and Loïc Bonneval

      @INPROCEEDINGS{data20,
        title = {Predicting the Environment of a Neighborhood: a Use Case for France},
        publisher = {SciTePress},
        year = {2020},
        isbn = {978-989-758-440-4},
        author = {Nelly Barret and Fabien Duchateau and Franck Favetta and Loïc Bonneval},
        booktitle = {International Conference on Data Management Technologies and Applications (DATA)},
        pages = {294-301},
      }

  • Logo GeoAlign
    GeoAlign

    A spatial alignment tool between Geonames, Here, OpenStreetMap and Bing Maps

    Points of interest (POI) are central in many applications such as tourism, itinerary search, crisis management. Cartographic providers usually represent these POI with a spatial entity. However, the description of these entities may significantly vary from one provider to another (e.g., missing properties, outdated information, conflicting values). Spatial entity matching (or record linkage) aims at detecting correspondences between entities referring to the same POI. Most existing approaches have a fixed function for combining similarity measures, thus limiting customization. Besides, evaluating the matching quality is a difficult task since a ground truth dataset cannot be built for all entities and providers. GeoAlign is an application that allows fine-grained tuning for spatial entity matching between Geonames, Here, OpenStreetMap and Bing Maps. A merging step is also provided using different strategies. It is able to estimate the quality of correspondences based on the differences between combination functions and to visualize this estimation in terms of true and false positives. More information on the GeoAlign webpage.

    1. Spatial Entity Matching with GeoAlign
      International Conference on Advances in Geographic Information Systems (SIGSPATIAL), 2019
      Nelly Barret and Fabien Duchateau and Franck Favetta and Ludovic Moncla

      @INPROCEEDINGS{sigspatial19demo,
        title = {Spatial Entity Matching with GeoAlign},
        publisher = {ACM},
        year = {2019},
        author = {Nelly Barret and Fabien Duchateau and Franck Favetta and Ludovic Moncla},
        booktitle = {International Conference on Advances in Geographic Information Systems (SIGSPATIAL)},
        pages = {580–583},
        ee = {http://dx.doi.org/10.1145/3347146.3359345},
      }

  • Logo VizLIRIS
    VizLIRIS

    A tool for recommending neighborhoods

    When moving in a new city, the choice of a future neighborhood is a challenging issue. VizLIRIS aims at comparing neighborhoods according to a set of indicators and based on 8 algorithms for recommending or clustering. More information on the VizLIRIS webpage.

    1. À la recherche du quartier idéal
      Extraction et Gestion des Connaissances (EGC), 2019
      Nelly Barret and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Aurélien Gentil and Loïc Bonneval

      @INPROCEEDINGS{egc19-demo,
        title = {À la recherche du quartier idéal},
        year = {2019},
        url = {http://editions-rnti.fr/?inprocid1002526},
        author = {Nelly Barret and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Aurélien Gentil and Loïc Bonneval},
        booktitle = {Extraction et Gestion des Connaissances (EGC)},
        pages = {429–432},
      }

    2. Étude des quartiers : défis et pistes de recherche
      Extraction et Gestion des Connaissances (EGC) - atelier DAHLIA, 2019
      Loïc Bonneval and Fabien Duchateau and Franck Favetta and Aurélien Gentil and Mohamed Nader Jelassi and Maryvonne Miquel and Ludovic Moncla

      @INPROCEEDINGS{egc19-dahlia,
        title = {Étude des quartiers : défis et pistes de recherche},
        year = {2019},
        url = {http://dahlia.egc.asso.fr/atelierDAHLIA-EGC2020.html},
        author = {Loïc Bonneval and Fabien Duchateau and Franck Favetta and Aurélien Gentil and Mohamed Nader Jelassi and Maryvonne Miquel and Ludovic Moncla},
        booktitle = {Extraction et Gestion des Connaissances (EGC) - atelier DAHLIA},
      }

  • Logo BIB-R
    BIB-R

    A benchmark for evaluating the interpretation of bibliographic records (FRBRization)

    BIB-R is a benchmark for the interpretation of bibliographic records. It provides two datasets (T42 and BIB-RCAT) dedicated to the evaluation of the FRBRization process. The goal of T42 is to identify the weak and strong points of a tool by testing all possible issues that libraries may face during FRBRization. The second dataset BIB-RCAT is extracted from catalogs of three different cultural institutions and can be used for comparing or experimenting with the data quality and size of data that typically is found in real world catalogs. The expected FRBR results (gold standard) are included in these datasets to enable evaluation. The MARC catalogs are provided in MARC/XML format while the FRBR collections are available in RDF/XML. More information on the BIB-R webpage.

    1. Open Datasets for Evaluating the Interpretation of Bibliographic Records
      Joint Conference on Digital Libraries (JCDL), 2016
      Decourselle, Joffrey and Duchateau, Fabien and Aalberg, Trond and Takhirov, Naimdjon and Lumineau, Nicolas

      @INPROCEEDINGS{jcdl2016poster,
        title = {Open Datasets for Evaluating the Interpretation of Bibliographic Records},
        series = {JCDL '16},
        publisher = {ACM},
        year = {2016},
        url = {http://doi.acm.org/10.1145/2910896.2925457},
        doi = {10.1145/2910896.2925457},
        isbn = {978-1-4503-4229-2},
        author = {Decourselle, Joffrey and Duchateau, Fabien and Aalberg, Trond and Takhirov, Naimdjon and Lumineau, Nicolas},
        booktitle = {Joint Conference on Digital Libraries (JCDL)},
        pages = {253–254},
        keywords = {dataset, frbr, frbrization, migration, record interpretation},
        location = {Newark, New Jersey, USA},
        numpages = {2},
        address = {New York, NY, USA},
      }

    2. BIB-R: A Benchmark for the Interpretation of Bibliographic Records
      Theory and Practice of Digital Libraries (TPDL), 2016
      Joffrey Decourselle and Fabien Duchateau and Trond Aalberg and Naimdjon Takhirov and Nicolas Lumineau

      @INPROCEEDINGS{tpdl16,
        title = {BIB-R: A Benchmark for the Interpretation of Bibliographic Records},
        year = {2016},
        url = {http://dx.doi.org/10.1007/978-3-319-43997-6_13},
        doi = {10.1007/978-3-319-43997-6_13},
        author = {Joffrey Decourselle and Fabien Duchateau and Trond Aalberg and Naimdjon Takhirov and Nicolas Lumineau},
        booktitle = {Theory and Practice of Digital Libraries (TPDL)},
        pages = {163–174},
      }

  • Logo GeoBench
    GeoBench

    A tool for building a spatial entity matching benchmark (data integration practionners) or for generating a customized map with complete information about one's favourite places (end-users)

    GeoBench is a tool which aims at helping data integration researchers building spatial entity matching benchmarks. The main features of GeoBench is the discovery and the integration of corresponding spatial entities between different cartographic providers (currently Geonames, Here and Google Maps). It can also be used by end-users to build a customized map with complete information about their favourite restaurants, hotels, etc. More information on the GeoBench webpage.

    1. GeoBench: a Geospatial Integration Tool for Building a Spatial Entity Matching Benchmark
      International Conference on Advances in Geographic Information Systems (SIGSPATIAL), 2014
      Anthony Morana and Thomas Morel and Bilal Berjawi and Fabien Duchateau

      @INPROCEEDINGS{sigspatial14demo,
        title = {GeoBench: a Geospatial Integration Tool for Building a Spatial Entity Matching Benchmark},
        publisher = {ACM},
        year = {2014},
        author = {Anthony Morana and Thomas Morel and Bilal Berjawi and Fabien Duchateau},
        booktitle = {International Conference on Advances in Geographic Information Systems (SIGSPATIAL)},
        pages = {533-536},
        ee = {http://dx.doi.org/10.1145/2666310.2666362},
      }

    2. PABench: Designing a Taxonomy and Implementing a Benchmark for Spatial Entity Matching
      International Conference on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing), 2015
      Bilal Berjawi and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Robert Laurini

      @INPROCEEDINGS{geoprocessing15,
        title = {PABench: Designing a Taxonomy and Implementing a Benchmark for Spatial Entity Matching},
        year = {2015},
        url = {http://perso.liris.cnrs.fr/publis/?id7017},
        isbn = {978-1-61208-048-2},
        author = {Bilal Berjawi and Fabien Duchateau and Franck Favetta and Maryvonne Miquel and Robert Laurini},
        booktitle = {International Conference on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing)},
        pages = {7-16},
        month = {feb},
        language = {en},
      }

    3. Detection, Integration and Correction Methods for Homologous Geographic Objects
      Communication IMU ALPHA, 2013
      Bilal Berjawi and Franck Favetta and Fabien Duchateau and Maryvonne Miquel and Robert Laurini

      @TECHREPORT{IMU-alpha13,
        title = {Detection, Integration and Correction Methods for Homologous Geographic Objects},
        year = {2013},
        url = {http://imualpha.hypotheses.org/99},
        author = {Bilal Berjawi and Franck Favetta and Fabien Duchateau and Maryvonne Miquel and Robert Laurini},
        type = {Communication IMU ALPHA},
        institution = {Laboratoire LIRIS},
      }

  • Logo KIEV
    KIEV

    A tool for extracting binary relationships from textual documents

    KIEV (a.k.a. SPIDER) aims at extracting binary relationships from textual documents to populate semantic triple stores or large knowledge bases. It combines a semantic part (extension of labels, clustering of frequent terms) with natural language processing techniques (Part Of Speech tagging) to generate relevant patterns for a specific type of relationship. Three use cases are presented: the former discovers the type(s) of relationship between two given entities (e.g., 'parody' between entities 'lord of the rings' and 'bored of the rings'). The second use case finds all related object entities given an initial entity and a type of relationship (e.g., object 'lord of the rings' for 'bored of the rings' + 'parody'). The latter discovers examples (i.e., pairs of entities) which respect a given type of relationship. More information on the KIEV webpage.

    1. KIEV: a Tool for Extracting Semantic Relations from the World Wide Web
      International Conference on Extending Database Technology (EDBT), 2014
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Ingeborg Solvberg

      @INPROCEEDINGS{edbt14demo,
        title = {KIEV: a Tool for Extracting Semantic Relations from the World Wide Web},
        publisher = {OpenProceedings.org},
        year = {2014},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Ingeborg Solvberg},
        booktitle = {International Conference on Extending Database Technology (EDBT)},
        pages = {632-635},
        ee = {http://dx.doi.org/10.5441/002/edbt.2014.61},
      }

    2. An Integrated Approach for Large-Scale Relation Extraction from the Web
      Asia-Pacific Web Conference (APWeb), 2013
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Ingeborg Solvberg

      @INPROCEEDINGS{DBLP:conf/apweb/TakhirovDAS13,
        title = {An Integrated Approach for Large-Scale Relation Extraction from the Web},
        publisher = {Springer},
        year = {2013},
        url = {http://dx.doi.org/10.1007/978-3-642-37401-2_18},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Ingeborg Solvberg},
        booktitle = {Asia-Pacific Web Conference (APWeb)},
        pages = {163-175},
        ee = {http://dx.doi.org/10.1007/978-3-642-37401-2_18},
      }

    3. An Evidence-based Verification Approach to Extract Entities for Knowledge Base Population
      International Semantic Web Conference (ISWC), 2012
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg

      @INPROCEEDINGS{iswc12,
        title = {An Evidence-based Verification Approach to Extract Entities for Knowledge Base Population},
        publisher = {Springer},
        year = {2012},
        url = {http://dx.doi.org/10.1007/978-3-642-35176-1_36},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg},
        booktitle = {International Semantic Web Conference (ISWC)},
        pages = {575-590},
      }

  • Logo Repérage
    Repérage

    A tool for discovering the geographic points which help users to orientate in a neighbourhood

    The project aims at studying how people locate themselves in cities. Using our web application, users can generate a personalized map with his/her favorite neighbordhoods and geographical elements which help for orientation and location.

    1. Outil de repérage urbain à travers la prise de points de repère
      Prototype, 2013
      Bilal Berjawi and Maxime Colomb and Thierry Joliveau and Franck Favetta and Fabien Duchateau and Maryvonne Miquel

      @TECHREPORT{dev-EVS-LIRIS13,
        title = {Outil de repérage urbain à travers la prise de points de repère},
        year = {2013},
        author = {Bilal Berjawi and Maxime Colomb and Thierry Joliveau and Franck Favetta and Fabien Duchateau and Maryvonne Miquel},
        type = {Prototype},
        institution = {Laboratoires EVS et LIRIS},
      }

    2. Detection, Integration and Correction Methods for Homologous Geographic Objects
      Communication IMU ALPHA, 2013
      Bilal Berjawi and Franck Favetta and Fabien Duchateau and Maryvonne Miquel and Robert Laurini

      @TECHREPORT{IMU-alpha13,
        title = {Detection, Integration and Correction Methods for Homologous Geographic Objects},
        year = {2013},
        url = {http://imualpha.hypotheses.org/99},
        author = {Bilal Berjawi and Franck Favetta and Fabien Duchateau and Maryvonne Miquel and Robert Laurini},
        type = {Communication IMU ALPHA},
        institution = {Laboratoire LIRIS},
      }

  • Logo FRBRpedia
    FRBRpedia

    A tool for converting bibliographic records in MARC format to the FRBR model

    FRBRpedia is a tool to FRBRize web products, i.e., to convert them into the FRBR model. This implies the detection of the artistic Work, Agents (e.g., author, translator, illustrators), Expressions and Manifestations from the product. In addition, we link the artistic Work to Linked Open Data for semantic enrichment. Our online application currently enables the FRBRization of Amazon products and the linking to DBpedia. More information on the FRBRpedia webpage.

    1. FRBRPedia: a Tool for FRBRizing Web Products and Linking FRBR Entities to DBpedia
      Joint Conference on Digital Libraries (JCDL), 2011
      Fabien Duchateau and Naimdjon Takhirov and Trond Aalberg

      @INPROCEEDINGS{jcdl11-demo,
        title = {FRBRPedia: a Tool for FRBRizing Web Products and Linking FRBR Entities to DBpedia},
        publisher = {ACM},
        year = {2011},
        author = {Fabien Duchateau and Naimdjon Takhirov and Trond Aalberg},
        booktitle = {Joint Conference on Digital Libraries (JCDL)},
        pages = {455-456},
        ee = {http://doi.acm.org/10.1145/1998076.1998183},
      }

    2. Supporting FRBRization of Web Product Descriptions
      Theory and Practice of Digital Libraries (TPDL), 2011
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg

      @INPROCEEDINGS{tpdl11-frbr,
        title = {Supporting FRBRization of Web Product Descriptions},
        publisher = {Springer},
        year = {2011},
        isbn = {978-3-642-24468-1},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg},
        booktitle = {Theory and Practice of Digital Libraries (TPDL)},
        pages = {69-76},
      }

    3. Linking FRBR Entities to LOD through Semantic Matching
      Theory and Practice of Digital Libraries (TPDL), 2011
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg

      @INPROCEEDINGS{tpdl11-lod,
        title = {Linking FRBR Entities to LOD through Semantic Matching},
        publisher = {Springer},
        year = {2011},
        isbn = {978-3-642-24468-1},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg},
        booktitle = {Theory and Practice of Digital Libraries (TPDL)},
        pages = {284-295},
      }

    4. FRBR-ML: A FRBR-based Framework for Semantic Interoperability
      Journal of Semantic Web, 2012
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Maja Zumer

      @ARTICLE{semweb12,
        title = {FRBR-ML: A FRBR-based Framework for Semantic Interoperability},
        volume = {3},
        publisher = {IOS Press},
        year = {2012},
        url = {http://dx.doi.org/10.3233/SW-2012-0044},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Maja Zumer},
        pages = {23-43},
        journal = {Journal of Semantic Web},
        number = {1},
        issn = {1570-0844},
        month = {jan},
      }

  • Logo FRBRizer
    FRBRizer

    A plugin for transforming a web product according to FRBR and for enriching it to the Linked Open Data cloud (LOD)

    FRBRizer (a.k.a. marc2frbr) supports the conversion of records in the MARC format to a normalized set of records based on the FRBR model. It utilizes a set of rules encoded in an XML file. An example is provided for MARC21, but the tool is generic enough and can easily be adapted to other dialects of MARC. More information on the FRBRizer webpage.

    1. FRBRPedia: a Tool for FRBRizing Web Products and Linking FRBR Entities to DBpedia
      Joint Conference on Digital Libraries (JCDL), 2011
      Fabien Duchateau and Naimdjon Takhirov and Trond Aalberg

      @INPROCEEDINGS{jcdl11-demo,
        title = {FRBRPedia: a Tool for FRBRizing Web Products and Linking FRBR Entities to DBpedia},
        publisher = {ACM},
        year = {2011},
        author = {Fabien Duchateau and Naimdjon Takhirov and Trond Aalberg},
        booktitle = {Joint Conference on Digital Libraries (JCDL)},
        pages = {455-456},
        ee = {http://doi.acm.org/10.1145/1998076.1998183},
      }

    2. Supporting FRBRization of Web Product Descriptions
      Theory and Practice of Digital Libraries (TPDL), 2011
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg

      @INPROCEEDINGS{tpdl11-frbr,
        title = {Supporting FRBRization of Web Product Descriptions},
        publisher = {Springer},
        year = {2011},
        isbn = {978-3-642-24468-1},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg},
        booktitle = {Theory and Practice of Digital Libraries (TPDL)},
        pages = {69-76},
      }

    3. FRBR-ML: A FRBR-based Framework for Semantic Interoperability
      Journal of Semantic Web, 2012
      Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Maja Zumer

      @ARTICLE{semweb12,
        title = {FRBR-ML: A FRBR-based Framework for Semantic Interoperability},
        volume = {3},
        publisher = {IOS Press},
        year = {2012},
        url = {http://dx.doi.org/10.3233/SW-2012-0044},
        author = {Naimdjon Takhirov and Fabien Duchateau and Trond Aalberg and Maja Zumer},
        pages = {23-43},
        journal = {Journal of Semantic Web},
        number = {1},
        issn = {1570-0844},
        month = {jan},
      }

  • Logo YAM
    YAM

    A schema matcher factory based on machine learning to combine similarity metrics

    YAM (Yet Another Matcher) is not (yet) another schema matching system as it enables the generation of 'à la carte' schema matchers according to user requirements. These requirements include a preference for recall or precision, a training data set (schemas already matched) and provided expert mappings. YAM uses a knowledge base that includes a (possibly large) set of similarity measures and classifiers. Based on the user requirements, YAM learns how to best apply these tools (similarity measures and classifiers) in concert to achieve the best matching quality. More information on the YAM webpage.

    1. YAM: A Step Forward for Generating a Dedicated Schema Matcher
      Trans. Large-Scale Data- and Knowledge-Centered Systems (TLDKS), 2016
      Fabien Duchateau and Zohra Bellahsene

      @ARTICLE{tldks2016,
        title = {YAM: A Step Forward for Generating a Dedicated Schema Matcher},
        volume = {25},
        year = {2016},
        url = {http://dx.doi.org/10.1007/978-3-662-49534-6_5},
        doi = {10.1007/978-3-662-49534-6_5},
        author = {Fabien Duchateau and Zohra Bellahsene},
        pages = {150–185},
        journal = {Trans. Large-Scale Data- and Knowledge-Centered Systems (TLDKS)},
      }

    2. (Not) Yet Another Matcher
      Conference on Information and Knowledge Management (CIKM), 2009
      Fabien Duchateau and Remi Coletta and Zohra Bellahsene and Renée J. Miller

      @INPROCEEDINGS{cikm09,
        title = {(Not) Yet Another Matcher},
        year = {2009},
        url = {http://doi.acm.org/10.1145/1645953.1646165},
        author = {Fabien Duchateau and Remi Coletta and Zohra Bellahsene and Renée J. Miller},
        booktitle = {Conference on Information and Knowledge Management (CIKM)},
        pages = {1537-1540},
        ee = {http://doi.acm.org/10.1145/1645953.1646165},
        bibsource = {DBLP, http://dblp.uni-trier.de},
      }

    3. YAM: a Schema Matcher Factory
      Conference on Information and Knowledge Management (CIKM), 2009
      Fabien Duchateau and Remi Coletta and Zohra Bellahsene and Renée J. Miller

      @INPROCEEDINGS{cikm09demo,
        title = {YAM: a Schema Matcher Factory},
        year = {2009},
        url = {http://doi.acm.org/10.1145/1645953.1646311},
        author = {Fabien Duchateau and Remi Coletta and Zohra Bellahsene and Renée J. Miller},
        booktitle = {Conference on Information and Knowledge Management (CIKM)},
        pages = {2079-2080},
        ee = {http://doi.acm.org/10.1145/1645953.1646311},
      }

    4. Encore un outil de découverte de correspondances entre schémas XML?
      Bases de Données Avancées (BDA), 2009
      Fabien Duchateau and Remi Coletta and Zohra Bellahsene and Renée J. Miller

      @INPROCEEDINGS{bda09demo,
        title = {Encore un outil de découverte de correspondances entre schémas XML?},
        year = {2009},
        author = {Fabien Duchateau and Remi Coletta and Zohra Bellahsene and Renée J. Miller},
        booktitle = {Bases de Données Avancées (BDA)},
      }

  • Logo MatchPlanner
    MatchPlanner

    A schema matching tool which combines similarity measures with decision trees

    MatchPlanner, a schema matching tool, uses a decision tree to combine the most appropriate similarity measures for a given domain. As a first consequence of using the decision tree for matching schemas, the time performance of the system is improved since the complexity is bounded by the height of the tree. The second advantage deals with the mappings quality. Indeed, for a given domain, only the most suitable similarity measures are used. Finally, MatchPlanner is also able to learn new decision trees, thus automatically tuning the system for providing optimal configuration for a given matching scenario. More information on the MatchPlanner webpage.

    1. A Flexible Approach for Planning Schema Matching Algorithms
      OTM Conferences, CooPerative Information Systems (CooPIS), 2008
      Fabien Duchateau and Zohra Bellahsene and Remi Coletta

      @INPROCEEDINGS{DBLP:conf/otm/DuchateauBC08,
        title = {A Flexible Approach for Planning Schema Matching Algorithms},
        year = {2008},
        url = {http://dx.doi.org/10.1007/978-3-540-88871-0_18},
        author = {Fabien Duchateau and Zohra Bellahsene and Remi Coletta},
        booktitle = {OTM Conferences, CooPerative Information Systems (CooPIS)},
        pages = {249-264},
        ee = {http://dx.doi.org/10.1007/978-3-540-88871-0_18},
        bibsource = {DBLP, http://dblp.uni-trier.de},
      }

  • Logo XBenchMatch
    XBenchMatch

    A benchmark to evaluate schema matching tools

    XBenchMatch is a benchmark involving a set of criteria for testing and evaluating schema matching tools. We focus on the assessment of the matching tools in terms of matching quality and time performance. We also provide a testbed involving a large schema corpus that can be used by everyone to quickly benchmark their new schema matching algorithms. Finally, new metrics have been proposed to evaluate the quality of an integrated schema. More information on the XBenchMatch webpage.

    1. XBenchMatch: a Benchmark for XML Schema Matching Tools
      Very Large DataBases (VLDB), 2007
      Fabien Duchateau and Zohra Bellahsene and Ela Hunt

      @INPROCEEDINGS{DBLP:conf/vldb/DuchateauBH07,
        title = {XBenchMatch: a Benchmark for XML Schema Matching Tools},
        year = {2007},
        url = {http://www.vldb.org/conf/2007/papers/demo/p1318-duchateau.pdf},
        author = {Fabien Duchateau and Zohra Bellahsene and Ela Hunt},
        booktitle = {Very Large DataBases (VLDB)},
        pages = {1318-1321},
        ee = {http://www.vldb.org/conf/2007/papers/demo/p1318-duchateau.pdf},
      }

    2. Measuring the Quality of an Integrated Schema
      Conference on Conceptual Modelling (ER), 2010
      Fabien Duchateau and Zohra Bellahsene

      @INPROCEEDINGS{DBLP:conf/er/DuchateauB10,
        title = {Measuring the Quality of an Integrated Schema},
        year = {2010},
        url = {http://dx.doi.org/10.1007/978-3-642-16373-9_19},
        author = {Fabien Duchateau and Zohra Bellahsene},
        booktitle = {Conference on Conceptual Modelling (ER)},
        pages = {261-273},
        ee = {http://dx.doi.org/10.1007/978-3-642-16373-9_19},
        bibsource = {DBLP, http://dblp.uni-trier.de},
      }

    3. Matching and Alignment: What is the Cost of User Post-match Effort?
      OTM Conferences, CooPerative Information Systems (CooPIS), 2011
      Fabien Duchateau and Zohra Bellahsene and Remi Coletta

      @INPROCEEDINGS{coopis11,
        title = {Matching and Alignment: What is the Cost of User Post-match Effort?},
        publisher = {Springer},
        year = {2011},
        author = {Fabien Duchateau and Zohra Bellahsene and Remi Coletta},
        booktitle = {OTM Conferences, CooPerative Information Systems (CooPIS)},
        pages = {421-428},
      }

    4. On Evaluating Schema Matching and Mapping
      Schema Matching and Mapping, 2011
      Angela Bonifati and Zohra Bellahsene and Fabien Duchateau and Yannis Velegrakis

      @INBOOK{BonifatiBFV2011,
        title = {On Evaluating Schema Matching and Mapping},
        publisher = {Data-Centric Systems and Applications, Springer},
        year = {2011},
        url = {http://www.springer.com/computer/book/978-3-642-16517-7},
        author = {Angela Bonifati and Zohra Bellahsene and Fabien Duchateau and Yannis Velegrakis},
        booktitle = {Schema Matching and Mapping},
        pages = {253-291},
        chapter = {9},
      }

    5. Designing a Benchmark for the Assessment of Schema Matching Tools
      Open Journal of Databases (OJDB), 2014
      Fabien Duchateau and Zohra Bellahsene

      @INPROCEEDINGS{ojdb14,
        title = {Designing a Benchmark for the Assessment of Schema Matching Tools},
        volume = {1},
        publisher = {RonPub, Germany},
        year = {2014},
        url = {https://www.ronpub.com/OJDB-v1i1n02_Duchateau.pdf},
        author = {Fabien Duchateau and Zohra Bellahsene},
        booktitle = {Open Journal of Databases (OJDB)},
        pages = {3-25},
        number = {1},
        issn = {2199-3459},
      }

  • Logo BMatch
    BMatch

    A schema matching tool which implements a neighbourhood similarity measure and a B-tree indexing structure

    BMatch has been designed to discover mappings between schemas. Its semantic aspect consists in combining both terminological and structural similarity measures. Terminological measures enable the discovery of mappings whose schema elements share similar labels. Conversely, structural measures, based on cosine measure, detects mappings when schema elements have the same neighbourhood. BMatch's second aspect aims at improving the time performance by using an indexing structure, the B-tree, to accelerate the schema matching process. Indeed, we cluster schema element's labels which share the same tokens to reduce search space during matching. More information on the BMatch webpage.

    1. A Context-based Measure for Discovering Approximate Semantic Matching between Schema Elements
      Research Challenges in Information Science (RCIS), 2007
      Fabien Duchateau and Zohra Bellahsene and Mathieu Roche

      @INPROCEEDINGS{DBLP:conf/rcis/FabienRB07,
        title = {A Context-based Measure for Discovering Approximate Semantic Matching between Schema Elements},
        year = {2007},
        author = {Fabien Duchateau and Zohra Bellahsene and Mathieu Roche},
        booktitle = {Research Challenges in Information Science (RCIS)},
        pages = {9-20},
        bibsource = {DBLP, http://dblp.uni-trier.de},
      }

    2. An Indexing Structure for Automatic Schema Matching
      International Conference on Data Engineering (ICDE) - Workshops, 2007
      Fabien Duchateau and Zohra Bellahsene and Mark Roantree and Mathieu Roche

      @INPROCEEDINGS{DBLP:conf/icde/DuchateauBRR07,
        title = {An Indexing Structure for Automatic Schema Matching},
        year = {2007},
        url = {http://dx.doi.org/10.1109/ICDEW.2007.4401032},
        author = {Fabien Duchateau and Zohra Bellahsene and Mark Roantree and Mathieu Roche},
        booktitle = {International Conference on Data Engineering (ICDE) - Workshops},
        pages = {485-491},
        ee = {http://dx.doi.org/10.1109/ICDEW.2007.4401032},
        bibsource = {DBLP, http://dblp.uni-trier.de},
      }

    3. BMatch: a Semantically Context-based Tool Enhanced by an Indexing Structure to Accelerate Schema Matching
      Base de Données Avancées (BDA), 2007
      Fabien Duchateau and Zohra Bellahsene and Mathieu Roche

      @INPROCEEDINGS{DBLP:conf/bda/DuchateauBR07,
        title = {BMatch: a Semantically Context-based Tool Enhanced by an Indexing Structure to Accelerate Schema Matching},
        year = {2007},
        author = {Fabien Duchateau and Zohra Bellahsene and Mathieu Roche},
        booktitle = {Base de Données Avancées (BDA)},
        bibsource = {DBLP, http://dblp.uni-trier.de},
      }

    4. Improving quality and performance of schema matching in large scale
      Ingénierie des Systèmes d'Information (ISI), 2008
      Fabien Duchateau and Zohra Bellahsene and Mathieu Roche

      @ARTICLE{DBLP:journals/isi/DuchateauBR08,
        title = {Improving quality and performance of schema matching in large scale},
        volume = {13},
        year = {2008},
        url = {http://dx.doi.org/10.3166/isi.13.5.59-82},
        author = {Fabien Duchateau and Zohra Bellahsene and Mathieu Roche},
        pages = {59-82},
        ee = {http://dx.doi.org/10.3166/isi.13.5.59-82},
        journal = {Ingénierie des Systèmes d'Information (ISI)},
        number = {5},
        bibsource = {DBLP, http://dblp.uni-trier.de},
      }

Supervision of trainees and PhD candidates

Projects, both in research or teaching, may not be the same without the participation of students. Here is the list with the students I was glad to work with.

Students who have been supervised in the context of a Master Project (POM, ex-TER) are listed on the webpage POM.

Name Date Description of the work
PostdocWissame Laddada2020
(7 mois)
  • Recommandations dans le contexte immobilier
  • Postdoctorat financé sur le projet IMU HiL
Wei Yan2019 - 2020
(1 an)
Nader Jelassi2018 - 2019
(5 mois)
  • Recommandations dans le contexte immobilier
  • Postdoctorat financé sur le projet IMU HiL
PhD studentsJoffrey Decourselle2014 - 2018
Bilal Berjawi2013 - 2017
Naimdjon Takhirov2011 - 2013
GraduatesNelly Barret2020
(6 mois)
Pauline Moullé, Alexis Koralewski, Thibaut Thalamas2020
(3 mois)
Louis Béranger, Rémi Séraphin2019
(3 mois)
Grégory Howard2016
(3 mois)
Mohamed Benaïssa2014
(6 mois)
Kamel Taouche2014
(6 mois)
  • Optimisation et extension sémantique d'un algorithme de traitement de requêtes agrégatives
  • Rapport de stage
Emmanuel Gaude2013
(5 mois)
UndergraduatesCamille Humbert, Estelle Perret2019
(4 mois)
Lucie Tournayre, Somia Saidi2019
(4 mois)
Nelly Barret2018
(3 mois)
Oliver Conus2013
(3 mois)
Lan Thao Le Thi, Aurélien Chemier, Jonathan Cohen, Oliver Conus,
Abdoulaye Keita, Vi-Nam Khuong, Quoc Vuong Nguyen
2013
(3 mois)
  • Développement d'une application de gestion de ressources pour l'UCBL (projet ADRess)
  • Cahier des charges
Thomas Piccolo2012
(3 mois)
Rémi Fialin2012
(3 mois)