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Music Recommendation

Dietmar Jannach , Geoffray Bonnin
Music Data Analysis: Foundations and Applications, 2016
Book sections hal-03012539v1

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

Geoffray Bonnin , Armelle Brun , Anne Boyer
[Research Report] 2009
Reports inria-00395569v1
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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
Conference papers inria-00327070v1
Image document

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
Conference papers hal-01259247v1
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Apport des Learning Analytics

Geoffray Bonnin , Anne Boyer
Administration & éducation, 2015, ⟨10.3917/admed.146.0125⟩
Journal articles hal-01259230v2

Towards Tabbing Aware Recommendations

Geoffray Bonnin , Armelle Brun , Anne Boyer
International Conference on Intelligent Interactive Technologies and Multimedia - IITM 2010, Dec 2010, Allahabad, India
Conference papers 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⟩
Journal articles hal-02476936v1
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Learning Analytics Made in France: The METAL project

Armelle Brun , Geoffray Bonnin , Sylvain Castagnos , Azim Roussanaly , Anne Boyer et al.
International Journal of Information and Learning Technology, In press, 3 (36), pp.16. ⟨10.1108/IJILT-02-2019-0022⟩
Journal articles hal-02090145v1

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⟩
Book sections 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⟩
Conference papers hal-02981591v1

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⟩
Conference papers hal-02963589v1
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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
Conference papers hal-02476965v1
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Music Recommendations

Dietmar Jannach , Iman Kamehkhosh , Geoffray Bonnin
Collaborative Recommendations, 2018
Book sections hal-02476928v1

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
Book sections 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
Conference papers inria-00505197v1
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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
Conference papers 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
Conference papers 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
Conference papers 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
Reports hal-01801890v1
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Higher Education and the Revolution of Learning Analytics

Geoffray Bonnin , Anne Boyer
Other publications hal-03012475v1
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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 : ⟩
Theses 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
Conference papers inria-00341537v1

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⟩
Conference papers hal-02476958v1

Conception collaborative du tableau de bord

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

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⟩
Conference papers 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
Conference papers inria-00332238v1

The ecology of the marketplace experience: from consumers’ imaginary to design implications

Stefano Borghini , Mcclaran P. , Geoffray Bonnin , Veronique Cova
L. Visconti; L. Penaloza; N. Toulouse. Cultural Marketing Management, Routledge, pp.408-425, 2020
Book sections hal-03082228v1
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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
Conference papers hal-02476952v1