Geoffray Bonnin

According to our database, Geoffray Bonnin authored at least 26 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Characterising Induced Emotions: Exploiting Physiological Data and Investigating the Effect of Music Familiarity.

Ismaël Tankeu, Geoffray Bonnin

Proceedings of the 2nd Music Recommender Systems Workshop 2024 co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), 2024

2023

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

J. Comput. Assist. Learn., June, 2023

Characterizing the Emotional Context Induced by Music Listening and its Effects on Gait Initiation: Exploiting Physiological and Biomechanical Data.

Méhania Doumbia, Maxime Renard, Laure Coudrat, Geoffray Bonnin

Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023

CERSEI: Cognitive Effort Based Recommender System for Enhancing Inclusiveness.

Geoffray Bonnin, Vaclav Bayer, Miriam Fernández, Christothea Herodotou, Martin Hlosta, Paul Mulholland

Proceedings of the Responsive and Sustainable Educational Futures, 2023

2022

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 Gener. Comput. Syst., 2022

2021

Measuring and Predicting Students' Effort: A Study on the Feasibility of Cognitive Load Measures to Real-Life Scenarios.

Barbara Moissa, Geoffray Bonnin, Anne Boyer

Proceedings of the Technology-Enhanced Learning for a Free, Safe, and Sustainable World, 2021

2020

Effects of recommendations on the playlist creation behavior of users.

Iman Kamehkhosh, Geoffray Bonnin, Dietmar Jannach

User Model. User Adapt. Interact., 2020

Towards the exploitation of multimodal data to measure students' mental effort.

Barbara Moissa, Geoffray Bonnin, Anne Boyer

Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

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

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019

Learning Analytics Made in France: The METALproject.

Armelle Brun, Geoffray Bonnin, Sylvain Castagnos, Azim Roussanaly, Anne Boyer

CoRR, 2019

2018

How Automated Recommendations Affect the Playlist Creation Behavior of Users.

Iman Kamehkhosh, Dietmar Jannach, Geoffray Bonnin

Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Music Recommendations.

Dietmar Jannach, Iman Kamehkhosh, Geoffray Bonnin

Proceedings of the Collaborative Recommendations, 2018

2016

Biases in Automated Music Playlist Generation: A Comparison of Next-Track Recommending Techniques.

Dietmar Jannach, Iman Kamehkhosh, Geoffray Bonnin

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

2014

Automated Generation of Music Playlists: Survey and Experiments.

Geoffray Bonnin, Dietmar Jannach

ACM Comput. Surv., 2014

Analyzing the Characteristics of Shared Playlists for Music Recommendation.

Dietmar Jannach, Iman Kamehkhosh, Geoffray Bonnin

Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th ACM Conference on Recommender Systems (RecSys 2014), 2014

Comparing Audio Features and Playlist Statistics for Music Classification.

Igor Vatolkin, Geoffray Bonnin, Dietmar Jannach

Proceedings of the Analysis of Large and Complex Data, 2014

2013

What Recommenders Recommend - An Analysis of Accuracy, Popularity, and Sales Diversity Effects.

Dietmar Jannach, Lukas Lerche, Fatih Gedikli, Geoffray Bonnin

Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Evaluating The Quality of Generated Playlists Based on Hand-Crafted Samples.

Geoffray Bonnin, Dietmar Jannach

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2012

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

Rev. d'Intelligence Artif., 2012

2011

Handling Tabbing and Backward References for Predictive Web Usage Mining.

Geoffray Bonnin, Armelle Brun, Anne Boyer

Proceedings of the KDIR 2011, 2011

2010

Vers des systèmes de recommandation robustes pour la navigation Web : inspiration de la modélisation statistique du langage. (Towards Robust Recommender Systems for Web Navigation: Inspiration from Statistical Language Modeling).

Geoffray Bonnin

PhD thesis, 2010

Towards tabbing aware recommendations.

Geoffray Bonnin, Armelle Brun, Anne Boyer

Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia, 2010

Detecting Parallel Browsing to Improve Web Predictive Modeling.

Geoffray Bonnin, Armelle Brun, Anne Boyer

Proceedings of the KDIR 2010, 2010

2009

History Dependent Recommender Systems Based on Partial Matching.

Armelle Brun, Geoffray Bonnin, Anne Boyer

Proceedings of the User Modeling, 2009

A low-order markov model integrating long-distance histories for collaborative recommender systems.

Geoffray Bonnin, Armelle Brun, Anne Boyer

Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

2008

Using Skipping for Sequence-Based Collaborative Filtering.

Geoffray Bonnin, Armelle Brun, Anne Boyer

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008