README.md

layout	title
default	Publications

Journal Articles

• [Digital Investigation 2015] Yoan Chabot, Aurélie Bertaux, Christophe Nicolle and Tahar Kechadi. An ontology-based approach for the reconstruction and analysis of digital incidents timelines. In Digital Investigation, 15, pages 83-100, 2015.
• [Digital Investigation 2014] Yoan Chabot, Aurélie Bertaux, Christophe Nicolle and Tahar Kechadi. A complete formalized knowledge representation model for advanced digital forensics timeline analysis. In Digital Investigation, 11, pages 95-105, 2014.

Research Papers in Conferences

• [ISWC 2021] Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Frédéric Deuzé, Thomas Labbé, Pierre Monnin and Raphaël Troncy. DAGOBAH: Table and Graph Contexts For Efficient Semantic Annotation of Tabular Data. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2021, 20th International Semantic Web Conference (ISWC'21), remote, USA, October 24-28, 2021.
• [ISWC 2021] Yoan Chabot, Pierre Monnin, Frédéric Deuzé, Viet-Phi Huynh, Thomas Labbé, Jixiong Liu and Raphaël Troncy. A Framework for Automatically Interpreting Tabular Data at Orange. In Industry Track, 20th International Semantic Web Conference (ISWC'21), remote, USA, October 24-28, 2021.
• [ISWC 2020] Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Thomas Labbé, Pierre Monnin and Raphaël Troncy. DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular Data. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2020, 19th International Semantic Web Conference (ISWC'20), Athens (remote), Greece, November 1-6, 2020.
• [IC 2020] Yoan Chabot, Thomas Labbé, Jixiong Liu and Raphaël Troncy. DAGOBAH : Un système d'annotation sémantique de données tabulaires indépendant du contexte. In Ingénierie des Connaissances 2020 (IC2020), Angers (remote), France, June 29-July 3, 2020.
• [ISWC 2019] Yoan Chabot, Thomas Labbé, Jixiong Liu and Raphaël Troncy. DAGOBAH: An End-to-End Context-Free Tabular Data Semantic Annotation System. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2019, 18th International Semantic Web Conference (ISWC'19), Auckland, New Zealand, October 26-30, 2019.
• [EGC 2015] Yoan Chabot, Aurélie Bertaux, Christophe Nicolle and Tahar Kechadi. De la scène de crime aux connaissances: représentation d’évènements et peuplement d’ontologie appliqués au domaine de la criminalistique informatique. In 12 ème atelier sur la Fouille de Données Complexes, In 15th Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'15), Luxembourg, Luxembourg, January 27-30, 2015.
• [EISIC 2014] Yoan Chabot, Aurélie Bertaux, Christophe Nicolle and Tahar Kechadi. Automatic timeline construction and analysis for computer forensics purposes. In 1st IEEE Joint Intelligence and Security Informatics Conference (IEEE JISIC'14), The Hague, Netherlands, September 24-26, 2014.

Challenges

• [ISWC 2021] 1st prize (Accuracy Track) in Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2021, 20th International Semantic Web Conference (ISWC'21), remote, USA, October 24-28, 2021.
• [ISWC 2020] 3rd Prize in Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2020, 19th International Semantic Web Conference (ISWC'20), Athens (remote), Greece, November 1-6, 2020.

Demos/Posters in Conferences

• [ISWC 2021] Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Frédéric Deuzé, Thomas Labbé, Pierre Monnin, Raphaël Troncy and Guillaume Dive. DAGOBAH: Table and Graph Contexts For Efficient Semantic Annotation of Tabular Data. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2021, 20th International Semantic Web Conference (ISWC'21), remote, USA, October 24-28, 2021.
• [EGC 2020] Denis Collange, Arnoult Vial, Yoan Chabot and Marc Antoine Mouilleron. Prédiction de la qualité des vins du Mâconnais. In 20th Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'20), Bruxelles, Belgique, January 27-31, 2020.
• [EGC 2019] Yoan Chabot, Patrick Grohan, Gilles Le Calvez and Christèle Tarnec. Dataforum : Faciliter l'échange, la découverte et la valorisation des données à l'aide de technologies sémantiques. In 19th Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'19), Metz, France, January 21-25, 2019.
• [EGC 2014] Yoan Chabot, Aurélie Bertaux, Christophe Nicolle and Tahar Kechadi. Reconstruction et analyse sémantique de chronologies cybercriminelles. In 14th Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'14), Rennes, France, January 28-31, 2014.

Keynote/Talks in Conferences

• [EGC 2021] Yoan Chabot and Pierre Monnin. DAGOBAH : Activité de recherche Orange autour de l'annotation sémantique de données tabulaires. In 5 ème atelier TextMine sur la fouille de Textes, In 21th Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC'21), Montpellier (remote), France January 25-29, 2021.

Book Chapters

• [IGI 2015] Yoan Chabot, Aurélie Bertaux, Christophe Nicolle and Tahar Kechadi. Event reconstruction: A state of the art. In Handbook of Research on Digital Crime, Cyberspace Security, and Information Assurance, pages 231-245, 2015. IGI Global.
• [IGI 2015] Yoan Chabot and Christophe Nicolle. Semantic Measures. In Encyclopedia of Information Science and Technology, pages 4690-4698, 2015. IGI Global.

PhD Thesis

• [Thesis 2015] Yoan Chabot. Construction, Enrichment and Semantic Analysis of Timelines: Application to Digital Forensics, University College Dublin, Dublin, Ireland and University of Burgundy, Dijon, France, 2014. PhD Supervisors : Christophe Nicolle, Aurélie Bertaux and Tahar Kechadi.

In Press

• [POC Media 2021] "Orange veut exploiter les données dormantes des entreprises". In blog POC Media, 2021.
• [IMTECH 2020] "DAGOBAH: Tables, AI will understand". In blog I'MTech, 2020.
• [Hello Future 2020] Thomas Labbé, Yoan Chabot, Jixiong Liu and Raphaël Troncy. DAGOBAH: Make Tabular Data Speak Great Again. In Orange Hello Future Research Blog, 2020.
• [Hello Future 2020] Yoan Chabot, Patrick Grohan and Christèle Tarnec. Data sharing and processing: the new Tower of Babel?. In Orange Hello Future Research Blog, 2020.
• [Hello Future 2017] Yoan Chabot, Gilles Privat and Fano Ramparany. Ontologies for the rest of us!. In Orange Hello Future Research Blog, 2017.