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Raphaël Fournier-S'niehotta

29
Documents

Presentation

Je suis Maître de Conférences au Conservatoire national des Arts et Métiers de Paris (CNAM) depuis 2014. Mes thématiques de recherches s'articulent autour des graphes (systèmes complexes) et des systèmes de recommandation. Je m'intéresse en particulier à l'apport que les premiers peuvent avoir sur les seconds en termes de diversité (projet ANR Algodiv) et des questions afférentes (explicabilité des prédictions). Je participe aussi activement à des recherches sur la musique notée (différences entre partitions XML, inférence de métriques, etc.). En enseignement, je suis spécialiste des bases de données (relationnelles et NoSQL), et dispense des cours de Recherche d'information (Information Retrieval) et de fouille de données (graphes, en particulier), dans des contextes large échelle (Spark).

Publications

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A Framework for Content-Based Search in Large Music Collections

Tiange Zhu , Raphaël Fournier-S'Niehotta , Philippe Rigaux , Nicolas Travers
Big Data and Cognitive Computing, 2022, 6 (1), pp.23. ⟨10.3390/bdcc6010023⟩
Journal articles hal-03678103v1
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Measuring diversity in heterogeneous information networks

Pedro Ramaciotti Morales , Robin Lamarche-Perrin , Raphaël Fournier-S'Niehotta , Rémy Poulain , Lionel Tabourier
Theoretical Computer Science, 2021, 859, pp.80-115. ⟨10.1016/j.tcs.2021.01.013⟩
Journal articles hal-03608575v1
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Augmenting content-based rating prediction with link stream features

Tiphaine Viard , Raphaël Fournier-S'Niehotta
Computer Networks, 2019, 150, pp.127-133. ⟨10.1016/j.comnet.2018.12.002⟩
Journal articles hal-02444202v1
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Modeling Music as Synchronized Time Series: Application to Music Score Collections

Raphaël Fournier-S'Niehotta , Philippe Rigaux , Nicolas Travers
Information Systems, 2018, 73, pp.35-49. ⟨10.1016/j.is.2017.12.003⟩
Journal articles hal-02435620v1
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L’histoire du Cédric : penser un dispositif archivistique en histoire des sciences

Gérald Kembellec , Raphaël Fournier-S'Niehotta , Pierre Cubaud
Cahiers d'histoire du Cnam, 2017, La recherche sur les systèmes : des pivots dans l’histoire de l’informatique, vol.07 - 08 (1), pp.133-153
Journal articles hal-03022039v1
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Temporal Patterns of Pedophile Activity in a P2P Network: First Insights about User Profiles from Big Data

Raphaël Fournier , Matthieu Latapy
International Journal of Internet Science, 2015, 10 (1), pp.8-19
Journal articles hal-01345812v1
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Comparing Pedophile Activity in Different P2P Systems

Raphaël Fournier , Thibault Cholez , Matthieu Latapy , Isabelle Chrisment , Clémence Magnien
Social Sciences, 2014, Special Issue on Contemporary Developments in Child Protection, 3 (3), pp.314-325. ⟨10.3390/socsci3030314⟩
Journal articles hal-01052773v1

A Social Formalism and Survey for Recommender Systems

Daniel Bernardes , Mamadou Diaby , Raphaël Fournier , Françoise Fogelman-Soulié , Emmanuel Viennet
SIGKDD Explorations, 2014, 16 (2), pp.20--37. ⟨10.1145/2783702.2783705⟩
Journal articles hal-01568658v1

Quantifying paedophile activity in a large P2P system

Matthieu Latapy , Clémence Magnien , Raphaël Fournier
Information Processing and Management, 2013, 49 (1), pp.248-263. ⟨10.1016/j.ipm.2012.02.008⟩
Journal articles hal-00683046v1

NeoMaPy: A Parametric Framework for Reasoning with MAP Inference on Temporal Markov Logic Networks

Victor David , Raphaël Fournier-S'Niehotta , Nicolas Travers
CIKM 2023 - International Conference on Information and Knowledge Management, Oct 2023, Birmingham (UK), United Kingdom. pp.400-409, ⟨10.1145/3583780.3614757⟩
Conference papers hal-04347088v1
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Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree

Chen Dang , Hicham Randrianarivo , Raphaël Fournier-S'Niehotta , Nicolas Audebert
GEM: Graph Embedding and Mining - ECML/PKDD Workshops, Sep 2021, Bilbao, Spain. pp.258-267, ⟨10.1007/978-3-030-93736-2_20⟩
Conference papers hal-03324009v1
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PKSpell: Data-Driven Pitch Spelling and Key Signature Estimation

Francesco Foscarin , Nicolas Audebert , Raphaël Fournier-S'Niehotta
International Society for Music Information Retrieval Conference (ISMIR), Nov 2021, Online, India
Conference papers hal-03300102v1
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Testing the Impact of Semantics and Structure on Recommendation Accuracy and Diversity

Pedro Ramaciotti Morales , Lionel Tabourier , Raphaël Fournier-S'Niehotta
ASONAM 2020. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020, La Hague (virtual), Netherlands
Conference papers hal-02999863v1
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Encoding temporal and structural information in machine learning models for recommendation

Tiphaine Viard , Raphaël Fournier-S'Niehotta
LEG @ ECML-PKDD 2019, Sep 2019, Würzburg, Germany
Conference papers hal-02444211v1
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A diff procedure for music score files

Francesco Foscarin , Raphaël Fournier-S'Niehotta , Florent Jacquemard
6th International Conference on Digital Libraries for Musicology (DLfM), Nov 2019, The Hague, Netherlands. pp.7
Conference papers hal-02267454v2
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Discovering Patterns of Interest in IP Traffic Using Cliques in Bipartite Link Streams

Tiphaine Viard , Raphaël Fournier-S 'Niehotta , Clémence Magnien , Matthieu Latapy
International Conference on Complex Networks (COMPLENET ​2018), Mar 2018, Boston, United States. pp.233-241, ⟨10.1007/978-3-319-73198-8_20⟩
Conference papers hal-01665089v1
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Évaluation de la correction rythmique des partitions numérisées

Francesco Foscarin , Raphaël Fournier-S'Niehotta , Florent Jacquemard , Philippe Rigaux
JIM 2018 - Journées d'Informatique Musicale, May 2018, Amiens, France. pp.87-95
Conference papers hal-01791404v1

A Digital Score Library Based on MEI

Raphaël Fournier , Philippe Rigaux , N. Travers
(MEC'16) Music Encoding Conference, 2016, Montréal, Canada. pp.1-4
Conference papers hal-01568653v1

Is There a Data Model in Music Notation?

Raphaël Fournier , Philippe Rigaux , N. Travers
(TENOR'16) International Conference on Technologies for Music Notation and Representation, 2016, Cambridge, UK, Unknown Region. pp.1-6
Conference papers hal-01568654v1

Querying XML score databases: XQuery is not enough

Raphaël Fournier , Philippe Rigaux , N. Travers
(ISMIR'16) International Society for Music Information Retrieval Conference, 2016, New-York, USA, Unknown Region. pp.723--729, ⟨10.5281/zenodo.1416976⟩
Conference papers hal-01568655v1

Querying Music Notation

Raphaël Fournier , Philippe Rigaux , N. Travers
(TIME'16) International Symposium on Temporal Representation and Reasoning, 2016, Kongens Lyngby, Denmark. pp.1--9, ⟨10.1109/TIME.2016.13⟩
Conference papers hal-01568656v1
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Vers un Traitement Algébrique de la Notation Musicale

Raphaël Fournier , Philippe Rigaux , Nicolas Travers
(JIM'16) Journées d'Informatique Musicale, 2016, Albi, France. pp.61-70
Conference papers hal-01568652v1
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Analysis of the Temporal and Structural Features of Threads in a Mailing-List

Noe Gaumont , Tiphaine Viard , Raphaël Fournier-S'Niehotta , Qinna Wang , Matthieu Latapy
7th Workshop on Complex Networks (CompleNet 2016), Mar 2016, Dijon, France. pp.107-118, ⟨10.1007/978-3-319-30569-1_8⟩
Conference papers hal-01345821v1
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Mining bipartite graphs to improve semantic pedophile activity detection

Raphaël Fournier , Maximilien Danisch
8th IEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakech, Morocco. ⟨10.1109/RCIS.2014.6861035⟩
Conference papers hal-01211165v1

AMMICO : recommandation sociale pour la visite de musée

Raphaël Fournier , Emmanuel Viennet
Apprentissage Artificiel et Fouille de Données, AAFD 2014, Université Paris 13, Institut Galilée, Villetaneuse, France, 29-30 avril 2014, 2014, Unknown, Unknown Region
Conference papers hal-01568657v1

Quantifying Paedophile Queries in a Large P2P System

Matthieu Matthieu Latapy , Clémence Magnien , Raphaël Fournier
IEEE International Conference on Computer Communications INFOCOM (Mini-Conference), Apr 2011, Shanghai, China. pp.401-405, ⟨10.1109/INFCOM.2011.5935191⟩
Conference papers hal-00650336v1
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Evaluating musical score difference: a two-level comparison

Francesco Foscarin , Raphaël Fournier-S'Niehotta , Philippe Rigaux , Florent Jacquemard
Digital Music Research Network One-Day Workshop 2018 (DMRN+13), Dec 2018, London, United Kingdom. 2018
Conference poster hal-01989029v1