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Currently, numerous researches made several treatments on the traces recorded from distance learning environments. These researches collect traces from different sources to solve several problems: (i) support learners, (ii) engineering/reengineering of learning devices and (iii) adaptation/personalization of learning environments. The traces describe the learners' actions where they interacting with...