Bonnin, Geoffray

Associate Professor, Université de Lorraine (IDMC)

Publications

2024

Conference paper

  1. Towards Characterising Induced Emotions: Exploiting Physiological Data and Investigating the Effect of Music Familiarity. Ismaël Tankeu, Geoffray Bonnin. In proceedings of MuRS 2024: 2nd Music Recommender Systems Workshop, Bari, Italy.

2023

Journal

  1. Modelling children’s inhibitory skills using learning data from an educational app. Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti. Journal of Computer Assisted Learning, Wiley.

Conference paper

  1. Analysing Physiological Data Collected During Music Listening: An Introduction. Laura Bishop, Geoffray Bonnin. In proceedings of 24th International Society for Music Information Retrieval Conference, Milan, Italy.

  2. CERSEI: Cognitive Effort Based Recommender System for Enhancing Inclusiveness. Geoffray Bonnin, Vaclav Bayer, Miriam Fernandez, Christothea Herodotou, Martin Hlosta, Paul Mulholland. In proceedings of 18th European Conference on Technology Enhanced Learning (EC-TEL 2023), Aveiro, Portugal. Olga Viberg, Ioana Jivet, Pedro J. Muñoz-Merino, Maria Perifanou, Tina Papathoma (eds). 2023.

  3. Characterizing the Emotional Context Induced by Music Listening and its Effects on Gait Initiation. Méhania Doumbia, Maxime Renard, Laure Coudrat, Geoffray Bonnin. In proceedings of UMAP ’23 Adjunct: Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, Limassol, Cyprus.

2022

Journal

  1. Guest Editorial of the FGCS Special Issue on Advances in Intelligent Systems for Online Education. Geoffray Bonnin, Danilo Dessì, Gianni Fenu, Martin Hlosta, Mirko Marras, Harald Sack. Future Generation Computer Systems, Elsevier.

2021

Conference paper

  1. Measuring and Predicting Students’ Effort: A Study on the Feasibility of Cognitive Load Measures to Real-Life Scenarios. Barbara Moissa, Geoffray Bonnin, Anne Boyer. In proceedings of European Conference on Technology Enhanced Learning, Bozen-Bolzano, Italy.

2020

Conference paper

  1. An Approach to Model Children’s Inhibition During Early Literacy and Numeracy Acquisition. Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti. In proceedings of International Conference on Artificial Intelligence in Education, Cyberspace, Morocco.
  2. Towards the exploitation of multimodal data to measure students’ mental effort. Barbara Moissa, Geoffray Bonnin, Boyer Anne. In proceedings of 2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT), Tartu/ Virtual, Estonia.

2019

Journal

  1. Learning Analytics Made in France: The METAL project. Armelle Brun, Geoffray Bonnin, Sylvain Castagnos, Azim Roussanaly, Anne Boyer. International Journal of Information and Learning Technology, Emerald Group Publishing Limited.
  2. Effects of recommendations on the playlist creation behavior of users. Iman Kamehkhosh, Geoffray Bonnin, Dietmar Jannach. User Modeling and User-Adapted Interaction, Springer Verlag.

Conference paper

  1. Design participatif d’un tableau de bord enseignant. Geoffray Bonnin, Estelle Perry, Charlotte Baraudon, Stéphanie Fleck. In proceedings of EIAH Workshops, Paris, France.
  2. Building a student effort dataset: what can we learn from behavioral and physiological data. Barbara Moissa, Geoffray Bonnin, Anne Boyer. In proceedings of Learning & Student Analytics Conference, Nancy, France.
  3. Modelling students’ effort using behavioral data. Barbara Moissa, Geoffray Bonnin, Sylvain Castagnos, Anne Boyer. In proceedings of Technology-enhanced & Evidence-based Education & Learning Workshop at LAK (TeeL 2019), Tempe, United States.

2018

Book chapter

  1. Music Recommendations. Dietmar Jannach, Iman Kamehkhosh, Geoffray Bonnin.

Conference paper

  1. How Automated Recommendations Affect the Playlist Creation Behavior of Users. Iman Kamehkhosh, Dietmar Jannach, Geoffray Bonnin. In proceedings of ACM IUI 2018 - Workshops, Tokyo, Japan.

Research report

  1. Conception collaborative du tableau de bord. Geoffray Bonnin.

2017

Book chapter

  1. Empfehlungssysteme, automatische Erzeugung von Wiedergabelisten und Musikdatenbanken. Dietmar Jannach, Lukas Lerche, Geoffray Bonnin.

Research report

  1. Projet METAL : Plan de collecte de données. Azim Roussanaly, Thomas Toulotte, Laura Infante Blanco, Anne Boyer, Armelle Brun, Geoffray Bonnin.

2016

Book chapter

  1. Music Recommendation. Dietmar Jannach, Geoffray Bonnin.
  2. Comparing Audio Features and Playlist Statistics for Music Classification. Igor Vatolkin, Geoffray Bonnin, Dietmar Jannach.

Conference paper

  1. Biases in Automated Music Playlist Generation: A Comparison of Next-Track Recommending Techniques. Dietmar Jannach, Iman Kamehkhosh, Geoffray Bonnin. In proceedings of User Modeling, Adaptation and Personalization, Halifax, Canada.

2015

Journal

  1. Apport des Learning Analytics. Geoffray Bonnin, Anne Boyer. Administration & éducation, Association Française des Acteurs de l’Éducation.

2014

Conference paper

  1. Comparing Audio Features and Playlist Statistics for Music Classification. Igor Vatolkin, Geoffray Bonnin, Dietmar Jannach. In proceedings of European Conference on Data Analysis (ECDA), Bremen, Germany.

2012

Journal

  1. Exploitation du skipping pour la modélisation prédictive des usages du web. Vers une meilleure prise en compte du bruit. Geoffray Bonnin, Armelle Brun, Anne Boyer. Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle, Lavoisier.

2010

Book chapter

  1. Skipping-Based Collaborative Recommendations inspired from Statistical Language Modeling. Geoffray Bonnin, Armelle Brun, Anne Boyer. Zeeshan-ul-hassan Usmani (eds). 2010.

Conference paper

  1. Towards Tabbing Aware Recommendations. Geoffray Bonnin, Armelle Brun, Anne Boyer. In proceedings of International Conference on Intelligent Interactive Technologies and Multimedia - IITM 2010, Allahabad, India.
  2. Detecting Parallel Browsing to Improve Web Predictive Modeling. Geoffray Bonnin, Armelle Brun, Anne Boyer. In proceedings of International Conference on Knowledge Discovery and Information Retrieval - KDIR 2010, Valencia, Spain.

2009

Conference paper

  1. Renforcement des modèles probabilistes en utilisant l’Information Mutuelle pour des Recommandations contextualisées. Geoffray Bonnin, Armelle Brun, Anne Boyer. In proceedings of 7e colloque du chapitre français de l’ISKO - Intelligence collective et organisation des connaissances, Lyon, France. Mohamed Hassoun and Mabrouka El Hachani (eds). 2009.

  2. A Low-Order Markov Model integrating Long-Distance Histories for Collaborative Recommender Systems. Geoffray Bonnin, Armelle Brun, Anne Boyer. In proceedings of International Conference on Intelligent User Interfaces (IUI), Sanibel Island, United States.

  3. History dependent Recommender Systems based on Partial Matching. Armelle Brun, Geoffray Bonnin, Anne Boyer. In proceedings of First and Seventeenth International Conference on User Modeling, Adaptation and Personalization - UMAP 2009, Trento, Italy. Geert-Jan Houben and Gord McCalla and Fabio Pianesi and Massimo Zancanaro (eds). 2009.

Research report

  1. How to Improve the Accuracy of Predictive modeling: Distance, Order and Relationships. Geoffray Bonnin, Armelle Brun, Anne Boyer.

2008

Conference paper

  1. Using Skipping for Sequence-Based Collaborative Filtering. Geoffray Bonnin, Armelle Brun, Anne Boyer. In proceedings of IEEE/WIC/ACM International Conference on Web Intelligence, Sydney, Australia.
  2. Collaborative Filtering inspired from Language Modeling. Geoffray Bonnin, Armelle Brun, Anne Boyer. In proceedings of Proceedings of the First International Conference on the Applications of Digital Information and Web Technologies (ICADIWT 2008), Workshop on Recommender Systems and Personalized Retrieval (RSPR), Ostrava, Czechia.

2007

Conference paper

  1. Emphasizing Syntax for French to German Machine Translation. Geoffray Bonnin, Violaine Prince. In proceedings of SNLP’07: 7th International Symposium on Natural Language Processing, Pattaya, Chonburi, Thailande.
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