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Anne Boyer
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2020 – today
- 2024
- [c110]Jiajun Pan, Anne Boyer, Azim Roussanaly:
Helping Teachers Trust AI Tools in Their Work. CSEDU (2) 2024: 171-178 - [c109]Chahrazed Labba, Anne Boyer:
Towards an Online Incremental Approach to Predict Students Performance. CSEDU (2) 2024: 205-212 - [i7]Chahrazed Labba, Anne Boyer:
Towards An Online Incremental Approach to Predict Students Performance. CoRR abs/2407.10256 (2024) - 2023
- [c108]Amal Ben Soussia, Anne Boyer:
How Far Can We Trust the Predictions of Learning Analytics Systems? CSEDU (2) 2023: 150-157 - [c107]Chahrazed Labba, Ameline Alcouffe
, Eric Crubézy, Anne Boyer:
IArch: An AI Tool for Digging Deeper into Archaeological Data. ICTAI 2023: 22-29 - [c106]Amal Ben Soussia, Azim Roussanaly, Anne Boyer:
How to Generate Early and Accurate Alerts of At-Risk of Failure Learners? ITS 2023: 100-111 - 2022
- [c105]Amal Ben Soussia, Célina Treuillier, Azim Roussanaly, Anne Boyer:
Learning Profiles to Assess Educational Prediction Systems. AIED (1) 2022: 41-52 - [c104]Chahrazed Labba, Rabie Ben Atitallah, Anne Boyer:
Combining Artificial Intelligence and Edge Computing to Reshape Distance Education (Case Study: K-12 Learners). AIED (1) 2022: 218-230 - [c103]Zhao Zhang, Armelle Brun, Anne Boyer:
Managing Learners' Memory Strength in a POMDP-Based Learning Path Recommender System. AIED (2) 2022: 284-288 - [c102]Célina Treuillier, Anne Boyer:
A New Way to Characterize Learning Datasets. CSEDU (2) 2022: 35-44 - [c101]Oriane Dermy, Anne Boyer, Azim Roussanaly:
A Dynamic Indicator to Model Students' Digital Behavior. CSEDU (2) 2022: 163-170 - [c100]Amal Ben Soussia, Chahrazed Labba, Azim Roussanaly, Anne Boyer:
Assess Performance Prediction Systems: Beyond Precision Indicators. CSEDU (1) 2022: 489-496 - [c99]Chahrazed Labba, Anne Boyer:
When and How to Update Online Analytical Models for Predicting Students Performance? EC-TEL 2022: 173-186 - [c98]Alexandre Bettinger, Armelle Brun, Anne Boyer:
Independent influence of exploration and exploitation for metaheuristic-based recommendations. GECCO Companion 2022: 475-478 - [c97]Amal Ben Soussia, Azim Roussanaly, Anne Boyer:
Toward An Early Risk Alert In A Distance Learning Context. ICALT 2022: 206-208 - [c96]Alexandre Bettinger, Armelle Brun, Anne Boyer:
Presence Variations for E&E Transitions Explainability. KES 2022: 1802-1811 - [c95]Oriane Dermy, Azim Roussanaly, Anne Boyer:
Using Behavioral Primitives to Model Students' Digital Behavior. KES 2022: 2444-2453 - 2021
- [c94]Amal Ben Soussia, Azim Roussanaly, Anne Boyer:
An In-Depth Methodology to Predict At-Risk Learners. EC-TEL 2021: 193-206 - [c93]Barbara Moissa, Geoffray Bonnin
Measuring and Predicting Students' Effort: A Study on the Feasibility of Cognitive Load Measures to Real-Life Scenarios. EC-TEL 2021: 363-367 - [c92]Guilherme Medeiros Machado, Anne Boyer, José Palazzo Moreira de Oliveira:
1st International Workshop on Learning Path Recommender Systems. UMAP (Adjunct Publication) 2021: 88-89 - [c91]Guilherme Medeiros Machado, Anne Boyer:
Learning Path Recommender Systems: A Systematic Mapping. UMAP (Adjunct Publication) 2021: 95-99 - 2020
- [c90]Philippi Sedir Grilo de Morais, Rodrigo Dantas da Silva, José Arilton Pereira Filho, Ricardo Alexsandro de Medeiros Valentim
Strategies for content recommendation in the Brazilian rapid response to syphilis project. EATIS 2020: 56:1-56:6 - [c89]Rodrigo Dantas da Silva, Jean Jar Pereira de Araújo, Álvaro Ferreira Pires de Paiva
A big data architecture to a multiple purpose in healthcare surveillance: the Brazilian syphilis case. EATIS 2020: 58:1-58:6 - [c88]Chahrazed Labba
An Operational Framework for Evaluating the Performance of Learning Record Stores. EC-TEL 2020: 45-59 - [c87]Zhao Zhang, Armelle Brun, Anne Boyer:
New Measures for Offline Evaluation of Learning Path Recommenders. EC-TEL 2020: 259-273 - [c86]Barbara Moissa, Geoffray Bonnin
Towards the exploitation of multimodal data to measure students' mental effort. ICALT 2020: 373-375 - [c85]Azim Roussanaly, Marharyta Aleksandrova, Anne Boyer:
BacAnalytics: A Tool to Support Secondary School Examination in France. ISMIS (Industrial Paper) 2020: 47-58 - [i6]Julie Bu Daher, Armelle Brun, Anne Boyer:
Multi-source Data Mining for e-Learning. CoRR abs/2009.08791 (2020)
2010 – 2019
- 2019
- [j11]Yacine Abboud, Armelle Brun, Anne Boyer:
C3Ro: An efficient mining algorithm of extended-closed contiguous robust sequential patterns in noisy data. Expert Syst. Appl. 131: 172-189 (2019) - [c84]Maël Beuget, Sylvain Castagnos, Christophe Luxembourger, Anne Boyer:
Eye Gaze Sequence Analysis to Model Memory in E-education. AIED (2) 2019: 24-29 - [c83]Pierre-Edouard Osche, Sylvain Castagnos, Anne Boyer:
AntRS: Recommending Lists Through a Multi-objective Ant Colony System. ECIR (1) 2019: 229-243 - [i5]Armelle Brun, Geoffray Bonnin
Learning Analytics Made in France: The METALproject. CoRR abs/1904.02528 (2019) - [i4]Julie Bu Daher, Armelle Brun, Anne Boyer:
Multi-source Relations for Contextual Data Mining in Learning Analytics. CoRR abs/1907.04643 (2019) - 2018
- [j10]Lina Fahed, Armelle Brun, Anne Boyer:
DEER: Distant and Essential Episode Rules for early prediction. Expert Syst. Appl. 93: 283-298 (2018) - [j9]Florian Marchal
First Attempt to Predict User Memory from Gaze Data. Int. J. Artif. Intell. Tools 27(6): 1850029:1-1850029:24 (2018) - 2017
- [j8]Marharyta Aleksandrova, Armelle Brun, Anne Boyer, Oleg Chertov
Identifying representative users in matrix factorization-based recommender systems: application to solving the content-less new item cold-start problem. J. Intell. Inf. Syst. 48(2): 365-397 (2017) - [c82]Marharyta Aleksandrova, Oleg Chertov
Contrast classification rules for mining local differences in medical data. IDAACS 2017: 880-883 - [c81]Yacine Abboud, Anne Boyer, Armelle Brun:
CCPM: A Scalable and Noise-Resistant Closed Contiguous Sequential Patterns Mining Algorithm. MLDM 2017: 147-162 - [c80]Charif Haydar, Anne Boyer:
A New Statistical Density Clustering Algorithm based on Mutual Vote and Subjective Logic Applied to Recommender Systems. UMAP 2017: 59-66 - [c79]Amaury L'Huillier, Sylvain Castagnos, Anne Boyer:
Are Item Attributes a Good Alternative to Context Elicitation in Recommender Systems? UMAP 2017: 371-372 - [c78]Benjamin Gras, Armelle Brun, Anne Boyer:
Can Matrix Factorization Improve the Accuracy of Recommendations Provided to Grey Sheep Users?. WEBIST 2017: 88-96 - 2016
- [j7]Amaury L'Huillier, Sylvain Castagnos, Anne Boyer:
Modéliser la diversité au cours du temps pour détecter le contexte dans un service de musique en ligne. Tech. Sci. Informatiques 35(4-5): 397-433 (2016) - [c77]Marharyta Aleksandrova, Armelle Brun, Oleg Chertov
Sets of Contrasting Rules to Identify Trigger Factors. ECAI 2016: 1728-1729 - [c76]Florian Marchal
A First Step toward Recommendations Based on the Memory of Users. ICTAI 2016: 54-61 - [c75]Marharyta Aleksandrova, Armelle Brun, Oleg Chertov, Anne Boyer:
Sets of Contrasting Rules: A Supervised Descriptive Rule Induction Pattern for Identification of Trigger Factors. ICTAI 2016: 431-435 - [c74]Benjamin Gras, Armelle Brun, Anne Boyer:
Identifying Grey Sheep Users in Collaborative Filtering: A Distribution-Based Technique. UMAP 2016: 17-26 - [c73]Florian Marchal, Sylvain Castagnos, Anne Boyer:
Tell Me What You See, I Will Tell You What You Remember. UMAP 2016: 293-294 - [c72]Amaury L'Huillier, Sylvain Castagnos
The New Challenges when Modeling Context through Diversity over Time in Recommender Systems. UMAP 2016: 341-344 - [i3]Sylvain Castagnos
Toward a Robust Diversity-Based Model to Detect Changes of Context. CoRR abs/1601.01917 (2016) - 2015
- [c71]Nguyen Ngoc Chan, Azim Roussanaly, Anne Boyer:
Studying Relations Between E-learning Resources to Improve the Quality of Searching and Recommendation. CSEDU (1) 2015: 119-129 - [c70]Benjamin Gras, Armelle Brun, Anne Boyer:
Identification des utilisateurs atypiques dans les systèmes de recommandation sociale. EGC 2015: 359-364 - [c69]Sylvain Castagnos
Toward a Robust Diversity-Based Model to Detect Changes of Context. ICTAI 2015: 534-541 - [c68]Yacine Abboud, Anne Boyer, Armelle Brun:
Predict the Emergence: Application to Competencies in Job Offers. ICTAI 2015: 612-619 - [c67]Lina Fahed, Armelle Brun, Anne Boyer:
Influencer Events in Episode Rules: A Way to Impact the Occurrence of Events. KES 2015: 527-536 - [c66]Rebecca Ferguson
Learning analytics: European perspectives. LAK 2015: 69-72 - [c65]Benjamin Gras, Armelle Brun, Anne Boyer:
When Users with Preferences Different from Others Get Inaccurate Recommendations. WEBIST (Revised Selected Papers) 2015: 191-210 - [c64]Benjamin Gras, Armelle Brun, Anne Boyer:
Identifying Users with Atypical Preferences to Anticipate Inaccurate Recommendations. WEBIST 2015: 381-389 - 2014
- [c63]Nguyen Ngoc Chan, Azim Roussanaly, Anne Boyer:
Learning Resource Recommendation: An Orchestration of Content-Based Filtering, Word Semantic Similarity and Page Ranking. EC-TEL 2014: 302-316 - [c62]Brahim Batouche, Armelle Brun, Anne Boyer:
Unsupervised Machine Learning Based on Recommendation of Pedagogical Resources. EC-TEL 2014: 548-549 - [c61]Lina Fahed, Armelle Brun, Anne Boyer:
Extraction de règles d'épisodes minimales dans des séquences complexes. EGC 2014: 545-548 - [c60]Marharyta Aleksandrova, Armelle Brun, Anne Boyer, Oleg Chertov:
What about Interpreting Features in Matrix Factorization-based Recommender Systems as Users? HT (Doctoral Consortium / Late-breaking Results / Workshops) 2014 - [c59]Lina Fahed, Armelle Brun, Anne Boyer:
Efficient Discovery of Episode Rules with a Minimal Antecedent and a Distant Consequent. IC3K (Selected Papers) 2014: 3-18 - [c58]Lina Fahed, Armelle Brun, Anne Boyer:
Episode Rules Mining Algorithm for Distant Event Prediction. KDIR 2014: 5-13 - [c57]Amaury L'Huillier, Sylvain Castagnos, Anne Boyer:
Understanding Usages by Modeling Diversity over Time. UMAP Workshops 2014 - [c56]Armelle Brun, Marharyta Aleksandrova, Anne Boyer:
Can Latent Features Be Interpreted as Users in Matrix Factorization-Based Recommender Systems? WI-IAT (1) 2014: 226-233 - [c55]Sonia Ben Ticha
User Semantic Model for Dependent Attributes to Enhance Collaborative Filtering. WEBIST (2) 2014: 205-212 - [c54]Sonia Ben Ticha
Rocchio Algorithm to Enhance Semantically Collaborative Filtering. WEBIST (Revised Selected Papers) 2014: 295-311 - 2013
- [c53]Sylvain Castagnos, Armelle Brun, Anne Boyer:
Utilité et perception de la diversité dans les systèmes de recommandation. CORIA 2013: 237-252 - [c52]Charif Haydar, Azim Roussanaly, Anne Boyer:
Local Trust Versus Global Trust Networks in Subjective Logic. Web Intelligence 2013: 29-36 - [p1]Ilham Esslimani, Armelle Brun, Anne Boyer:
Towards Leader Based Recommendations. The Influence of Technology on Social Network Analysis and Mining 2013: 455-470 - 2012
- [j6]Armelle Brun, Anne Boyer:
Détection de communautés d'intérêt et recommandation sociale par leaders. Ingénierie des Systèmes d Inf. 17(6): 91-113 (2012) - [j5]Geoffray Bonnin, Armelle Brun, Anne Boyer:
Exploitation du skipping pour la modélisation prédictive des usages du web. Vers une meilleure prise en compte du bruit. Rev. d'Intelligence Artif. 26(6): 609-642 (2012) - [c51]Charif Haydar, Azim Roussanaly, Anne Boyer:
Analyzing Recommender System's Performance Fluctuations across Users. CD-ARES 2012: 390-402 - [c50]Sonia Ben Ticha
User Semantic Preferences for Collaborative Recommendations. EC-Web 2012: 203-211 - [c49]Emilien Perrin, Armelle Brun, Anne Boyer:
Utilisation d'invariants pour une médiation inter-domaines de modèles utilisateurs : ressources invariantes et invariants sémantiques. EGC 2012: 255-266 - [c48]Charif Haydar, Azim Roussanaly, Anne Boyer:
Clustering Users to Explain Recommender Systems' Performance Fluctuation. ISMIS 2012: 357-366 - [c47]Charif Haydar, Anne Boyer, Azim Roussanaly:
Hybridising Collaborative Filtering and Trust-aware Recommender Systems. WEBIST 2012: 695-700 - 2011
- [j4]Armelle Brun, Sylvain Castagnos
From Community Detection to Mentor Selection in Rating-Free Collaborative Filtering. Adv. Multim. 2011: 852518:1-852518:19 (2011) - [j3]Ilham Esslimani, Armelle Brun, Anne Boyer:
Densifying a behavioral recommender system by social networks link prediction methods. Soc. Netw. Anal. Min. 1(3): 159-172 (2011) - [c46]Armelle Brun, Anne Boyer:
Inspiration des sondages d'opinion pour réduire la latence en filtrage collaboratif. CORIA 2011: 49-56 - [c45]Cédric Bernier, Samuel Nowakowski, Anne Boyer:
Poursuite de cibles dans l'espace de recommandation - vers un nouveau système de recommandation basé sur le filtrage de Kalman. CORIA 2011: 57-64 - [c44]Nicolas Jones, Armelle Brun, Anne Boyer, Ahmad Hamad:
An Exploratory Work in Using Comparisons Instead of Ratings. EC-Web 2011: 184-195 - [c43]Nicolas Jones, Armelle Brun, Anne Boyer:
Initial Perspectives from Preferences Expressed through Comparisons. HCI (22) 2011: 33-37 - [c42]Geoffray Bonnin, Armelle Brun, Anne Boyer:
Handling Tabbing and Backward References for Predictive Web Usage Mining. KDIR 2011: 503-509 - [c41]Nicolas Jones, Armelle Brun, Anne Boyer:
Improving reliability of user preferences: Comparing instead of rating. ICDIM 2011: 316-321 - [c40]Nicolas Jones, Armelle Brun, Anne Boyer:
Comparisons Instead of Ratings: Towards More Stable Preferences. Web Intelligence 2011: 451-456 - 2010
- [c39]Ilham Esslimani, Armelle Brun, Anne Boyer:
Detecting Leaders in Behavioral Networks. ASONAM 2010: 281-285 - [c38]Armelle Brun, Anne Boyer:
Linking Collaborative Filtering and Social Networks: Who Are My Mentors?. ASONAM 2010: 409-410 - [c37]Armelle Brun, Anne Boyer:
Du e-commerce au m-commerce : vers une recommandation incrémentale. CORIA 2010: 51-66 - [c36]Ilham Esslimani, Armelle Brun, Anne Boyer:
Detecting Leaders to Alleviate Latency in Recommender Systems. EC-Web 2010: 229-240 - [c35]Geoffray Bonnin, Armelle Brun, Anne Boyer:
Detecting Parallel Browsing to Improve Web Predictive Modeling. KDIR 2010: 504-509 - [c34]Armelle Brun, Ahmad Hamad, Olivier Buffet, Anne Boyer:
From "I Like" to "I Prefer" in Collaborative Filtering. ICTAI (2) 2010: 365-367 - [c33]Geoffray Bonnin, Armelle Brun, Anne Boyer:
Towards tabbing aware recommendations. IITM 2010: 316-323 - [c32]Armelle Brun, Anne Boyer, Liana Razmerita
Compass to Locate the User Model I Need: Building the Bridge between Researchers and Practitioners in User Modeling. UMAP 2010: 303-314 - [c31]Anne Boyer, Armelle Brun, Hala Skaf-Molli:
Human Computer Collaboration to Improve Annotations in Semantic Wikis. WEBIST (2) 2010: 89-94 - [c30]Armelle Brun, Anne Boyer:
Are Recommender Systems Real-time in Mobile Environment? - Towards Instantaneous Recommenders. WEBIST (1) 2010: 101-106 - [c29]Samuel Nowakowski, Armelle Brun, Anne Boyer:
Towards Recommender Systems based on Kalman Filters - A New Approach by State Space Modelling. WEBIST (1) 2010: 345-349 - [i2]Samuel Nowakowski, Cédric Bernier, Anne Boyer:
Target tracking in the recommender space: Toward a new recommender system based on Kalman filtering. CoRR abs/1011.2304 (2010) - [i1]Samuel Nowakowski, Cédric Bernier, Anne Boyer:
A new Recommender system based on target tracking: a Kalman Filter approach. CoRR abs/1012.3280 (2010)
2000 – 2009
- 2009
- [c28]Ilham Esslimani, Armelle Brun, Anne Boyer:
From Social Networks to Behavioral Networks in Recommender Systems. ASONAM 2009: 143-148 - [c27]Armelle Brun, Anne Boyer:
Towards Privacy Compliant and Anytime Recommender Systems. EC-Web 2009: 276-287 - [c26]Geoffray Bonnin, Armelle Brun, Anne Boyer:
A low-order markov model integrating long-distance histories for collaborative recommender systems. IUI 2009: 57-66 - [c25]Armelle Brun, Geoffray Bonnin
History Dependent Recommender Systems Based on Partial Matching. UMAP 2009: 343-348 - [c24]Ilham Esslimani, Armelle Brun, Anne Boyer:
A Collaborative Filtering Approach Combining Clustering and Navigational based Correlations. WEBIST 2009: 364-369 - 2008
- [j2]Ilham Esslimani, Armelle Brun, Anne Boyer:
Behavioral similarities for collaborative recommendations. J. Digit. Inf. Manag. 6(6): 442-448 (2008) - [c23]Sylvain Castagnos, Armelle Brun, Anne Boyer:
Probabilistic Reinforcement Rules for Item-Based Recommender Systems. ECAI 2008: 823-824 - [c22]Sylvain Castagnos, Armelle Brun, Anne Boyer:
Probabilistic Association Rules for Item-Based Recommender Systems. STAIRS 2008: 36-46 - [c21]Geoffray Bonnin, Armelle Brun, Anne Boyer:
Using Skipping for Sequence-Based Collaborative Filtering. Web Intelligence 2008: 775-779 - 2007
- [j1]David J. Hewson
The PARAChute Project: Remote Monitoring of Posture and Gait for Fall Prevention. EURASIP J. Adv. Signal Process. 2007 (2007) - [c20]Sylvain Castagnos
Personalized Communities in a Distributed Recommender System. ECIR 2007: 343-355 - [c19]Anne Boyer, Armelle Brun:
Natural Language Processing for Usage Based Indexing of Web Resources. ECIR 2007: 517-524 - [c18]Anne Boyer, Armelle Brun:
Towards a statistical grammar of usage for document retrieval in digital libraries. ISSPA 2007: 1-4 - [c17]Sylvain Castagnos
Modeling Preferences in a Distributed Recommender System. User Modeling 2007: 400-404 - [c16]Anne Boyer, Sylvain Castagnos:
Adaptive Predictions in a User-centered Recommender System. WEBIST (2) 2007: 51-58 - [c15]Armelle Brun, Anne Boyer:
Usage based Indexing of Web Resources with Natural Language Processing. WEBIST (2) 2007: 220-225 - 2006
- [c14]Sylvain Castagnos, Anne Boyer:
A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation. ECAI 2006: 617-621 - [c13]Sylvain Castagnos, Anne Boyer:
FRAC+: A Distributed Collaborative Filtering Model for Client/Server Architectures. WEBIST (1) 2006: 435-440 - 2005
- [c12]Jordi Casademont
ELIN: A Framework to Deliver Media Content in an Efficient Way Based in MPEG Standards. ICWS 2005: 841-842 - [c11]Sylvain Castagnos, Anne Boyer, François Charpillet:
A Distributed Information Filtering: Stakes and Solution for Satellite Broadcasting. WEBIST 2005: 299-304 - 2004
- [c10]Loïc Pélissier, Anne Boyer, François Charpillet:
Towards gait modeling for fall prevention. TELECARE 2004: 97-108 - 2003
- [c9]Romaric Charton, Anne Boyer, François Charpillet:
Learning of Mediation Strategies for Heterogeneous Agents Cooperation. ICTAI 2003: 330-337 - 2002
- [c8]Romaric Charton, Anne Boyer, François Charpillet:
Towards bringing heterogeneous agents to cooperation: an architecture for multimedia services. AAMAS 2002: 1415-1416 - 2001
- [c7]Anne Boyer, Brigitte Nominé:
Managing services connected to new educative technologies in a medium size university. EUNIS 2001: 39-45
1990 – 1999
- 1997
- [c6]François Charpillet, Anne Boyer:
Progress: An Approach for Defining and Monitoring Non-Deterministic Design-to-Time Methods. ICTAI 1997: 502-507 - 1992
- [c5]Yifan Gong, Anne Boyer:
Hand-written text recognition based on a new formulation. ICPR (2) 1992: 112-115 - 1991
- [c4]Christine Bourjot, Anne Boyer, Dominique Fohr:
A tool for assessment of acoustic phonetic lattices. EUROSPEECH 1991: 525-528
1980 – 1989
- 1989
- [c3]Yifan Gong, Anne Boyer, Jean Paul Haton:
Parallel construction of syntactic structure for continuous speech recognition. EUROSPEECH 1989: 2047-2050 - [c2]Christine Bourjot, Anne Boyer, Dominique Fohr:
Phonetic decoder assessment. EUROSPEECH 1989: 2457-2460 - 1987
- [c1]Anne Boyer, Jean Paul Haton, Jean-Claude Di Martino:
Dynamic time warping and vector quantization in isolated and connected word recognition. ECST 1987: 2436-2439
Coauthor Index
[c103] [c98] [c96] [c87] [i6] [j11] [i5] [i4] [j10] [j8] [c82] [c81] [c78] [c77] [c75] [c74] [c70] [c68] [c67] [c65] [c64] [c62] [c61] [c60] [c59] [c58] [c56] [c53] [p1] [j6] [j5] [c49] [j4] [j3] [c46] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [j2] [c23] [c22] [c21] [c19] [c18] [c15]
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