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How to Improve the Accuracy of Predictive modeling: Distance, Order and Relationships

 Geoffray Bonnin , Armelle Brun , Anne Boyer
[Research Report] 2009
Rapport inria-00395569v1
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Music Recommendation

 Dietmar Jannach , Geoffray Bonnin
Music Data Analysis: Foundations and Applications, 2016
Chapitre d'ouvrage hal-03012539v1
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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, In press, 3 (36), pp.16. ⟨10.1108/IJILT-02-2019-0022⟩
Article dans une revue hal-02090145v1

Towards Tabbing Aware Recommendations

 Geoffray Bonnin , Armelle Brun , Anne Boyer
International Conference on Intelligent Interactive Technologies and Multimedia - IITM 2010, Dec 2010, Allahabad, India
Communication dans un congrès inria-00545454v1
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Effects of recommendations on the playlist creation behavior of users

 Iman Kamehkhosh , Geoffray Bonnin , Dietmar Jannach
User Modeling and User-Adapted Interaction, 2019, ⟨10.1007/s11257-019-09237-4⟩
Article dans une revue hal-02476936v1
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Collaborative Filtering inspired from Language Modeling

 Geoffray Bonnin , Armelle Brun , Anne Boyer
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), Aug 2008, Ostrava, Czech Republic
Communication dans un congrès inria-00327070v1
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Comparing Audio Features and Playlist Statistics for Music Classification

 Igor Vatolkin , Geoffray Bonnin , Dietmar Jannach
European Conference on Data Analysis (ECDA), Jul 2014, Bremen, Germany
Communication dans un congrès hal-01259247v1
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Apport des Learning Analytics

 Geoffray Bonnin , Anne Boyer
Administration & éducation, 2015, ⟨10.3917/admed.146.0125⟩
Article dans une revue hal-01259230v2

Skipping-Based Collaborative Recommendations inspired from Statistical Language Modeling

 Geoffray Bonnin , Armelle Brun , Anne Boyer
Zeeshan-ul-hassan Usmani. Web Intelligence and Intelligent Agents, IN-TECH, pp.263-288, 2010, 978-953-7619-85-5
Chapitre d'ouvrage inria-00431909v1

Detecting Parallel Browsing to Improve Web Predictive Modeling

 Geoffray Bonnin , Armelle Brun , Anne Boyer
International Conference on Knowledge Discovery and Information Retrieval - KDIR 2010, Oct 2010, Valencia, Spain
Communication dans un congrès inria-00505197v1
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Music Recommendations

 Dietmar Jannach , Iman Kamehkhosh , Geoffray Bonnin
Collaborative Recommendations, 2018
Chapitre d'ouvrage hal-02476928v1
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Vers des systèmes de recommandation robustes pour la navigation Web : inspiration de la modélisation statistique du langage

 Geoffray Bonnin
Informatique [cs]. Université Nancy II, 2010. Français. ⟨NNT : ⟩
Thèse tel-00581331v1

A Low-Order Markov Model integrating Long-Distance Histories for Collaborative Recommender Systems

 Geoffray Bonnin , Armelle Brun , Anne Boyer
International Conference on Intelligent User Interfaces (IUI), Feb 2009, Sanibel Island, United States
Communication dans un congrès inria-00341537v1
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Higher Education and the Revolution of Learning Analytics

 Geoffray Bonnin , Anne Boyer
2017
Autre publication scientifique hal-03012475v1
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How Automated Recommendations Affect the Playlist Creation Behavior of Users

 Iman Kamehkhosh , Dietmar Jannach , Geoffray Bonnin
ACM IUI 2018 - Workshops, 2018, Tokyo, Japan
Communication dans un congrès hal-02476919v1
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Modelling students' effort using behavioral data

 Barbara Moissa , Geoffray Bonnin , Sylvain Castagnos , Anne Boyer
Technology-enhanced & Evidence-based Education & Learning Workshop at LAK (TeeL 2019), Mar 2019, Tempe, United States
Communication dans un congrès hal-02472013v1

Renforcement des modèles probabilistes en utilisant l'Information Mutuelle pour des Recommandations contextualisées

 Geoffray Bonnin , Armelle Brun , Anne Boyer
7e colloque du chapitre français de l'ISKO - Intelligence collective et organisation des connaissances, Université Jean Moulin Lyon3 / ENSSIB, Jun 2009, Lyon, France
Communication dans un congrès inria-00431592v1
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Projet METAL : Plan de collecte de données

 Azim Roussanaly , Thomas Toulotte , Laura Infante Blanco , Anne Boyer , Armelle Brun , et al.
[Rapport de recherche] Université de Lorraine (Nancy); CNRS. 2017
Rapport hal-01801890v1

Modelling children's inhibitory skills using learning data from an educational app

 Guilherme Medeiros Machado , Geoffray Bonnin , Sylvain Castagnos , Lara Hoareau , Aude Thomas , et al.
Journal of Computer Assisted Learning, 2023, pp.1-13. ⟨10.1111/jcal.12773⟩
Article dans une revue hal-04040321v1

An Approach to Model Children’s Inhibition During Early Literacy and Numeracy Acquisition

 Guilherme Medeiros Machado , Geoffray Bonnin , Sylvain Castagnos , Lara Hoareau , Aude Thomas , et al.
International Conference on Artificial Intelligence in Education, Jul 2020, Cyberspace, Morocco. pp.203-207, ⟨10.1007/978-3-030-52240-7_37⟩
Communication dans un congrès hal-02963589v1

Empfehlungssysteme, automatische Erzeugung von Wiedergabelisten und Musikdatenbanken

 Dietmar Jannach , Lukas Lerche , Geoffray Bonnin
Handbuch Funktionale Musik, Springer Fachmedien Wiesbaden, pp.121-157, 2017, ⟨10.1007/978-3-658-10219-7_5⟩
Chapitre d'ouvrage hal-03012489v1

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

 Barbara Moissa , Geoffray Bonnin , Boyer Anne
2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT), Jul 2020, Tartu/ Virtual, Estonia. ⟨10.1109/ICALT49669.2020.00118⟩
Communication dans un congrès hal-02981591v1
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Building a student effort dataset: what can we learn from behavioral and physiological data

 Barbara Moissa , Geoffray Bonnin , Anne Boyer
Learning & Student Analytics Conference, 2019, Nancy, France
Communication dans un congrès hal-02476965v1

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

 Dietmar Jannach , Iman Kamehkhosh , Geoffray Bonnin
User Modeling, Adaptation and Personalization, Jul 2016, Halifax, Canada. ⟨10.1145/2930238.2930283⟩
Communication dans un congrès hal-01305105v1

Using Skipping for Sequence-Based Collaborative Filtering

 Geoffray Bonnin , Armelle Brun , Anne Boyer
IEEE/WIC/ACM International Conference on Web Intelligence, University of Technology, Dec 2008, Sydney, Australia
Communication dans un congrès inria-00332238v1
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Design participatif d'un tableau de bord enseignant

 Geoffray Bonnin , Estelle Perry , Charlotte Baraudon , Stéphanie Fleck
EIAH Workshops, 2019, Paris, France
Communication dans un congrès hal-02476952v1

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

 Barbara Moissa , Geoffray Bonnin , Anne Boyer
European Conference on Technology Enhanced Learning, 2021, Bozen-Bolzano, Italy. pp.363-367, ⟨10.1007/978-3-030-86436-1_36⟩
Communication dans un congrès hal-02476958v1

Conception collaborative du tableau de bord

 Geoffray Bonnin
[Rapport de recherche] Université de Lorraine. 2018
Rapport hal-03416279v1
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