Accéder directement au contenu

Fabien Gandon

55
Documents
Identifiants chercheurs

Présentation

Directeur de recherche chez Inria, Docteur et HDR en Informatique Responsable de l'équipe Wimmics (UCA, Inria, CNRS, I3S CNRS, Nice - Sophia Antipolis, France) Représentant d'Inria au World-Wide Web Consortium (W3C)
Senior Researcher and Research Director at Inria, Ph.D. and HDR in Informatics and Computer Science Leader of the Wimmics research team at Inria in the Research Center of Sophia-Antipolis and I3S CNRS, University of Nice - Sophia Antipolis (France) Advisory Committee representative of Inria at the World-Wide Web Consortium (W3C)

Domaines de recherche

Web Intelligence artificielle [cs.AI]

Compétences

research teaching

Publications

50589
Image document

IndeGx: A Model and a Framework for Indexing RDF Knowledge Graphs with SPARQL-based Test Suits

Pierre Maillot , Olivier Corby , Catherine Faron , Fabien Gandon , Franck Michel
Journal of Web Semantics, 2023, ⟨10.1016/j.websem.2023.100775⟩
Article dans une revue hal-03946680v1
Image document

The WASABI Song Corpus and Knowledge Graph for Music Lyrics Analysis

Michael Fell , Elena Cabrio , Maroua Tikat , Franck Michel , Michel Buffa
Language Resources and Evaluation, 2022
Article dans une revue hal-03812106v1
Image document

Interoperable AI: Evolutionary Race Towards Sustainable Knowledge Sharing

Stefan Sarkadi , Andrea G. B. Tettamanzi , Fabien Gandon
IEEE Internet Computing, 2022, IEEE Internet Computing, 26 (6), pp.8. ⟨10.1109/MIC.2022.3214378⟩
Article dans une revue hal-03807461v2
Image document

Extending electronic medical records vector models with knowledge graphs to improve hospitalization prediction

Raphaël Gazzotti , Catherine Faron , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
Journal of Biomedical Semantics, 2022, 13 (6), pp.20. ⟨10.1186/s13326-022-00261-9⟩
Article dans une revue hal-03502001v1
Image document

Learning and Reasoning for Cultural Metadata Quality

Anna Bobasheva , Fabien Gandon , Frédéric Precioso
Journal on Computing and Cultural Heritage, 2022, 15 (3), ⟨10.1145/3485844⟩
Article dans une revue hal-03363442v1
Image document

Covid-on-the-Web: Exploring the COVID-19 Scientific Literature through Visualization of Linked Data from Entity and Argument Mining

Aline Menin , Franck Michel , Fabien Gandon , Raphaël Gazzotti , Elena Cabrio
Quantitative Science Studies, 2021, ⟨10.1162/qss_a_00164⟩
Article dans une revue hal-03404580v1
Image document

Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto for Web Science

Bettina Berendt , Fabien Gandon , Susan Halford , Wendy Hall , Jim Hendler
Dagstuhl Manifestos, 2021, ⟨10.4230/DagMan.9.1.1⟩
Article dans une revue hal-03189474v1
Image document

Les IA comprennent-elles ce qu’elles font ?

Fabien Gandon
The Conversation France, 2020
Article dans une revue hal-03135131v1
Image document

Autonomous search in a social and ubiquitous Web

Andrei Ciortea , Simon Mayer , Simon Bienz , Fabien Gandon , Olivier Corby
Personal and Ubiquitous Computing, 2020, ⟨10.1007/s00779-020-01415-1⟩
Article dans une revue hal-03135088v1
Image document

Well-Written Knowledge Graphs: Most Effective RDF Syntaxes for Triple Linearization in End-to-End Extraction of Relations from Texts (Student Abstract)

Célian Ringwald , Fabien Gandon , Catherine Faron , Franck Michel , Hanna Abi Akl
AAAI 2024 - 38th Annual AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.23631-23632, ⟨10.1609/aaai.v38i21.30502⟩
Communication dans un congrès hal-04384724v1
Image document

Computing and Visualizing Agro-Meteorological Parameters based on an Observational Weather Knowledge Graph

Nadia Yacoubi Ayadi , Catherine Faron , Franck Michel , Fabien Gandon , Olivier Corby
WWW 2023 - ACM Web Conference 2023 - International World Wide Web Conference, Apr 2023, Austin (TX), United States. ⟨10.1145/3543873.3587357⟩
Communication dans un congrès hal-04230234v1
Image document

Interoperable AI for Self-Organisation

Stefan Sarkadi , Fabien Gandon
SaSSO 2023 Workshop - Sustainable and Scalable Self-Organisation Workshop (ASCOS 2023), Sep 2023, Toronto, Canada. ⟨10.1109/ACSOS-C58168.2023.00043⟩
Communication dans un congrès hal-04384816v1

Hypermedia Multi-Agent Systems

Olivier Boissier , Andrei Ciortea , Fabien Gandon , Simon Mayer , Alessandro Ricci
Agents on the Web, Feb 2023, Wadern, Germany. pp.117-118
Communication dans un congrès emse-04240524v1
Image document

Metadatamatic: A Web application to Create a Dataset Description

Pierre Maillot , Olivier Corby , Catherine Faron , Fabien Gandon , Franck Michel
WWW '23 - The ACM Web Conference 2023, Apr 2023, Austin TX, United States. pp.123-126, ⟨10.1145/3543873.3587328⟩
Communication dans un congrès hal-04171196v1

An Artificial Intelligence Agent for Navigating Knowledge Graph Experimental Metabolomics Data

Emma Tysinger , Marco Pagni , Olivier Kirchhoffer , Florence Mehl , Fabien Gandon
2023 Swiss Metabolomics Society Annual Meeting, Swiss Metabolomics Socitety Zurich; ETH Zurich, Sep 2023, Zurich, Switzerland
Communication dans un congrès hal-04381448v1
Image document

Finding the Critical MAS(S): Resources and Representations Needed for Weaving a Web that Hosts Linked Multi-Agent Systems

Fabien Gandon
Dagstuhl Seminar 23081 : Agents on the Web, Dagstuhl Schloss, Feb 2023, Dagstuhl, Germany
Communication dans un congrès hal-03989703v1

Decentralized Hypermedia Ecosystems

Olivier Boissier , Pierre-Antoine Champin , Amit K. Chopra , Nicoletta Fornara , Fabien Gandon
Agents on the Web, Feb 2023, Wadern, Germany. pp.123-126
Communication dans un congrès emse-04240553v1
Image document

The ACIMOV Methodology: Agile and Continuous Integration for Modular Ontologies and Vocabularies

Fatma-Zohra Hannou , Victor Charpenay , Maxime Lefrançois , Catherine Roussey , Antoine Zimmermann
MK 2023 - 2nd Workshop on Modular Knowledge associated with FOIS 2023 - the 13th International Conference on Formal Ontology in Information Systems, Jul 2023, Sherbrooke, Canada
Communication dans un congrès hal-04187236v1
Image document

Graphes de Connaissances et Ontologie pour la Représentation de Données Immobilières Issues d’Annonces en Texte Libre

Lucie Cadorel , Andrea G. B. Tettamanzi , Fabien Gandon
IC 2023 - 34es Journées francophones d'Ingénierie des Connaissances @ Plate-Forme Intelligence Artificielle (PFIA 2023), Jul 2023, Strasbourg, France
Communication dans un congrès hal-04153252v1
Image document

The Need for Empirical Evaluation of Explanation Quality

Nicholas Halliwell , Fabien Gandon , Freddy Lecue , Serena Villata
AAAI 2022 - Workshop on Explainable Agency in Artificial Intelligence, Feb 2022, Vancouver, Canada
Communication dans un congrès hal-03591012v1
Image document

Evaluation d'explications pour la prédiction de liens dans les graphes de connaissances par des réseaux convolutifs

Fabien Gandon , Nicholas Halliwell , Freddy Lecue
Ingénierie des Connaissances 2022 - IC 2022- PFIA 2022, Jun 2022, Saint - Etienne, France
Communication dans un congrès hal-03927901v1
Image document

Towards a representation of uncertain geospatial information in knowledge graphs

Lucie Cadorel , Andrea G. B. Tettamanzi , Fabien Gandon
GKG 2022 - Proceedings of the 1th ACM SIGSPATIAL International Workshop on Geospatial Knowledge Graphs, Nov 2022, Seattle, Washington, United States. pp.1-2, ⟨10.1145/3557990.3567588⟩
Communication dans un congrès hal-03913504v1
Image document

Covid-on-the-Web : graphe de connaissances et services pour faire progresser la recherche sur la COVID-19

Franck Michel , Fabien Gandon , Valentin Ah-Kane , Anna Bobasheva , Elena Cabrio
Journées Francophones d'Ingénierie des Connaissances (IC) Plate-Forme Intelligence Artificielle (PFIA'21), Jun 2021, Bordeaux, France. pp 113-121
Communication dans un congrès emse-03260713v1
Image document

ARViz: Interactive Visualization of Association Rules for RDF Data Exploration

Aline Menin , Lucie Cadorel , Andrea G. B. Tettamanzi , Alain Giboin , Fabien Gandon
IV 2021 - 25th International Conference Information Visualisation, Jul 2021, Melbourne / Virtual, Australia. pp.13-20, ⟨10.1109/IV53921.2021.00013⟩
Communication dans un congrès hal-03292140v1
Image document

Learning URI Selection Criteria to Improve the Crawling of Linked Open Data (Extended Abstract)

Hai Huang , Fabien Gandon
IJCAI 2020 - 29th International Joint Conference on Artificial Intelligence, Jan 2021, Yokohama, Japan
Communication dans un congrès hal-03064912v1
Image document

Covid-on-the-Web: Graphe de Connaissances et Services pour faire Progresser la Recherche sur la COVID-19

Franck Michel , Fabien Gandon , Valentin Ah-Kane , Anna Bobasheva , Elena Cabrio
IC 2021 - 32es Journées francophones d'Ingénierie des Connaissances (32st French Knowledge Engineering Conference), Maxime Lefrançois, Jun 2021, Bordeaux, France. pp.1-9
Communication dans un congrès hal-03230741v1
Image document

When owl:sameAs is the Same: Experimenting Online Resolution of Identity with SPARQL queries to Linked Open Data Sources

Raphaël Gazzotti , Fabien Gandon
WEBIST 2021 - 17th International Conference on Web Information Systems and Technologies, Oct 2021, Virtual, France
Communication dans un congrès hal-03301330v2
Image document

Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs

Nicholas Halliwell , Fabien Gandon , Freddy Lecue
WI-IAT 2021 - 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Dec 2021, Melbourne, Australia. ⟨10.1145/3486622.3493921⟩
Communication dans un congrès hal-03430113v2
Image document

Merry hMAS and Happy New Web: A Wish for Standardizing an AI-Friendly Web Architecture for Hypermedia Multi-Agent Systems

Fabien Gandon
Dagstuhl-Seminar 21072 : Autonomous Agents on the Web, Dagstuhl Schloss, Feb 2021, Dagstuhl, Germany. pp.3
Communication dans un congrès hal-03960471v1
Image document

User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs

Nicholas Halliwell , Fabien Gandon , Freddy Lecue
International Conference on Knowledge Capture, Dec 2021, Virtual Event, United States
Communication dans un congrès hal-03402766v1
Image document

Task-Oriented Uncertainty Evaluation for Linked Data Based on Graph Interlinks

Ahmed El Amine Djebri , Andrea G. B. Tettamanzi , Fabien Gandon
EKAW 2020 - 22nd International Conference on Knowledge Engineering and Knowledge Management, Sep 2020, Bozen-Bolzano, Italy. ⟨10.1007/978-3-030-61244-3_15⟩
Communication dans un congrès hal-02933190v1
Image document

Covid-on-the-Web: Knowledge Graph and Services to Advance COVID-19 Research

Franck Michel , Fabien Gandon , Valentin Ah-Kane , Anna Bobasheva , Elena Cabrio
ISWC 2020 - 19th International Semantic Web Conference, Nov 2020, Athens / Virtual, Greece. ⟨10.1007/978-3-030-62466-8_19⟩
Communication dans un congrès hal-02939363v1
Image document

Injection of Automatically Selected DBpedia Subjects in Electronic Medical Records to boost Hospitalization Prediction

Raphaël Gazzotti , Catherine Faron Zucker , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
SAC 2020 - 35th ACM/SIGAPP Symposium On Applied Computing, Mar 2020, Brno, Czech Republic. ⟨10.1145/3341105.3373932⟩
Communication dans un congrès hal-02389918v1
Image document

A Knowledge Graph Enhanced Learner Model to Predict Outcomes to Questions in the Medical Field

Antonia Ettorre , Oscar Rodríguez Rocha , Catherine Faron Zucker , Franck Michel , Fabien Gandon
EKAW 2020 - 22nd International Conference on Knowledge Engineering and Knowledge Management, Sep 2020, Bolzano, Italy
Communication dans un congrès hal-02915414v1
Image document

Linking and Negotiating Uncertainty Theories Over Linked Data

Ahmed El Amine Djebri , Andrea Tettamanzi , Fabien Gandon
WWW 2019 - LDOW/LDDL Workshop of the World Wide Web Conference, May 2019, San Francisco, United States. ⟨10.1145/3308560.3317074⟩
Communication dans un congrès hal-02064075v2
Image document

Exploiting Interaction Affordances: On Engineering Autonomous Systems for the Web of Things

Andrei Ciortea , Simon Mayer , Olivier Boissier , Fabien Gandon
Second W3C Workshop on the Web of Things The Open Web to Challenge IoT Fragmentation, Jun 2019, Munich, Germany
Communication dans un congrès hal-02196903v1
Image document

Publishing Uncertainty on the Semantic Web: Blurring the LOD Bubbles

Ahmed El Amine Djebri , Andrea G B Tettamanzi , Fabien Gandon
ICCS 2019 - 24th International Conference on Conceptual Structures, Jul 2019, Marburg, Germany. pp.42-56, ⟨10.1007/978-3-030-23182-8_4⟩
Communication dans un congrès hal-02167174v1
Image document

Escaping the Streetlight Effect: Semantic Hypermedia Search Enhances Autonomous Behavior in the Web of Things

Simon Bienz , Andrei Ciortea , Simon Mayer , Fabien Gandon , Olivier Corby
IoT 2019 - 9th International Conference on the Internet of Things, Oct 2019, Bilbao, Spain. ⟨10.1145/3365871.3365901⟩
Communication dans un congrès hal-02289497v1
Image document

Enabling Automatic Discovery and Querying of Web APIs at Web Scale using Linked Data Standards

Franck Michel , Catherine Faron Zucker , Olivier Corby , Fabien Gandon
WWW2019 workshop on Linked Data on the Web and its Relationship with Distributed Ledgers (LDOW/LDDL), May 2019, San Francisco, United States. ⟨10.1145/3308560.3317073⟩
Communication dans un congrès hal-02060966v1
Image document

Graph Data on the Web: extend the pivot, don't reinvent the wheel

Fabien Gandon , Franck Michel , Olivier Corby , Michel Buffa , Andrea Tettamanzi
W3C Workshop on Web Standardization for Graph Data - Creating Bridges: RDF, Property Graph and SQL, W3C, Mar 2019, Berlin, France
Communication dans un congrès hal-02058664v2
Image document

Interface d'Aide à la Décision pour Prédire l'Hospitalisation de Patients et planifier les Actions Préventives pour Prévenir cet Événement

Raphaël Gazzotti , Elisa Noual , Catherine Faron Zucker , Fabien Gandon , Alain Giboin
RJCIA 2019 - Rencontres des Jeunes Chercheurs en Intelligence Artificielle PFIA 2019, Jul 2019, Toulouse, France. pp.54-58
Communication dans un congrès hal-02157559v2
Image document

Injecting Domain Knowledge in Electronic Medical Records to Improve Hospitalization Prediction

Raphaël Gazzotti , Catherine Faron Zucker , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
ESWC 2019 - 16th Extended Semantic Web Conference, Jun 2019, Portorož, Slovenia. pp.116--130, ⟨10.1007/978-3-030-21348-0_8⟩
Communication dans un congrès hal-02064421v2
Image document

A Decade in Hindsight: The Missing Bridge Between Multi-Agent Systems and the World Wide Web

Andrei Ciortea , Simon Mayer , Fabien Gandon , Olivier Boissier , Alessandro Ricci
AAMAS 2019 - 18th International Conference on Autonomous Agents and Multiagent Systems, May 2019, Montréal, Canada. pp.5
Communication dans un congrès emse-02070625v1
Image document

Learning URI Selection Criteria to Improve the Crawling of Linked Open Data

Hai Huang , Fabien Gandon
ESWC2019 - 16th Extended Semantic Web Conference, Jun 2019, Portoroz, Slovenia
Communication dans un congrès hal-02073854v1
Image document

Évaluation des améliorations de prédiction d'hospitalisation par l'ajout de connaissances métier aux dossiers médicaux

Raphaël Gazzotti , Catherine Faron Zucker , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
EGC 2019 - 19ème Conférence Francophone sur l'Extraction et Gestion des connaissances, Jan 2019, Metz, France
Communication dans un congrès hal-01967586v1
Image document

Learning Pattern-Based Extractors from Natural Language and Knowledge Graphs Applying Large Language Models to Wikipedia & the Linked Open Data (POSTER)

Celian Ringwald , Fabien Gandon , Catherine Faron , Franck Michel , Hanna Abi Akl
AAAI 2024 - 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver, France.
Poster de conférence hal-04526139v1
Image document

Well-written Knowledge Graphs Most Effective RDF Syntaxes for Triple Linearization in End-to-End Extraction of Relations from Text (Student Abstract)

Celian Ringwald , Fabien Gandon , Catherine Faron , Franck Michel , Hanna Abi Akl
AAAI 24 - 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada.
Poster de conférence hal-04526132v1
Image document

Learning RDF pattern extractors from natural language and knowledge graphs -application to Wikipedia and the LOD (Poster)

Celian Ringwald , Fabien Gandon , Catherine Faron , Franck Michel , Hanna Abi Akl
ISWS 2023 - International Semantic Web Research Summer School / GEMSS 2023 - Generative Modeling Summer School, Jun 2023, Bertinoro, Italy / Copenhague, Denmark. , 2023
Poster de conférence hal-04175511v1
Image document

KartoGraphI: Drawing a Map of Linked Data

Pierre Maillot , Olivier Corby , Catherine Faron , Fabien Gandon , Franck Michel
ESWC 2022 - 19th European Semantic Web Conferences, May 2022, Hersonissos, Greece. Springer
Poster de conférence hal-03652865v2
Image document

The Web We Mix: Benevolent AIs for a Resilient Web

Fabien Gandon
WebSci ’19, Jun 2019, Boston, United States
Document associé à des manifestations scientifiques hal-02148911v1