Classification system of learners engagement within Massive Open Online Courses. - Hind Hayati; Jihane Sophia Tahiri; Mohammed Khalidi Idrissi; Samir Bennani (CIST, 2016)

Automatic Assessment of CoI-Cognitive Presence within Asynchronous Online Learning. - Hind Hayati; Mohammed Khalidi Idrissi; Samir Bennani (ITHET, 2018)

Doc2Vec &Naïve Bayes: Learners' Cognitive Presence Assessment through Asynchronous Online Discussion TQ Transcripts. - Hind Hayati; Abdessamad Chanaa; Mohammed Khalidi Idrissi; Samir Bennani (Int. J. Emerg. Technol. Learn., 2019)

Automatic Classification for Cognitive Engagement in Online Discussion Forums: Text Mining and Machine Learning Approach. - Hind Hayati; Mohammed Khalidi Idrissi; Samir Bennani (AIED (2), 2020)