Book chapter J-D. Ruvini, C. Dony, "Learning Users' Habits to Automate Repetitive Tasks". In "Your Wish is My Command: Programming by Example", Henry Lieberman editor, Morgan Kauffman Publishing, 2001. PhD Thesis J-D. Ruvini, "Assistant à l'utilisation d'environnements interactifs: apprentissage des habitudes de l'utilisateur" (Assistance to users of interactive environments: learning users habits). PhD thesis, University of Montpellier, France, 2000. International conferences Isabelle Berrien, François Laburthe, Jean-David Ruvini, "Interaction and navigation for a document database: a concrete case study", In Proceedings of the First International Workshop on Semantic Web and Databases, 2003 J-D. Ruvini, "The Challenges of Implicit Programming by Example". In Proceedings of the IUI Workshop on Behavior-based User Interface Customization, January 2004. J-D. Ruvini, "Adapting to the User's Internet Search Strategy". In Proceedings of the International Conference on User Modeling (UM03) , June 2003. J-D. Ruvini, "Adapting to the User's Internet Search Strategy on Small Devices". In Proceedings of the International ACM Conference on Intelligent User Interfaces (IUI03), ACM Press, January 2003. J-D. Ruvini and J-M. Gabriel, "Do Users Tolerate Errors from Their Assistant ? Experiments with an E-mail Classifier". In Proceedings of the International ACM Conference on Intelligent User Interfaces, ACM Press (IUI02), January 2002. J-D. Ruvini and C. Dony, "APE: Learning Users Habits to Automate Repetitive Tasks". In Proceedings of the International ACM Conference on Intelligent User Interfaces (IUI00), ACM Press, January 2000. J-D. Ruvini and C. Dony, "Learning Users Habits: The APE Project". In Proceedings of the International IJCAI'99 Workshop on Learning About Users, p. 65-73, July 1999. J-D. Ruvini and C. Dony, "IBHYS: A New Approach to Learn Users Habits". In Proceedings of the International IEEE Conference on Tools with Artificial Intelligence (ICTAI98), p. 200-207, IEEE Computer Society Press, November 1998. J-D. Ruvini and C. Dony, "The Apprentice and the Assistant: two interface agents for Smalltalk". In Proceedings of the International Conference on The Practical Application Of Intelligent Agents and Multi Agent Technology (PAMM98), p. 237-252, The Practical Application Company Ltd., March 1998. Invited talks J-D Ruvini, "Smartlook: an e-mail classifier assistant for Outlook", Spamconference 03, M.I.T, Cambridge, 2003. J-D Ruvini, "Interfaces adaptatives: apprendre pour prédire le comportement de l’utilisateur" (Adaptive interfaces : learning to predict user's behavior), French Worshop on Machine Learning for User Modeling, march 2002. J-D Ruvini, "Automating repetitive tasks through learning user habits", Seminar on Computational Learning and Adaptation, Stanford University Computational Learning Laboratory, December 01. Tutorials J-D Ruvini, "Les machines à vecteur de support" (Support vector machine), e-lab Bouygues SA, november 2002. J-D Ruvini, "Construction de modèles de Markov cachés" (Learning hidden Markov models), e-lab Bouygues SA, may 2002.