“…This study contributes to understanding how many values are noise and what set of values can be considered a critical event (Portela, Gago, et al, 2012;Portela, Gago, et al, 2013). The use of critical incidents, based on data, improves the sensitivity of the data mining models (Portela, Pinto, & Santos, 2012;Portela, Oliveira, Santos, Abelha, Machado, Silva & Rua, 2014;Braga, Portela, & Santos, 2014; while the system provides a continuous assessment process (Aguiar et al, 2013;Portela, Aguiar, Santos, Silva, & Rua, 2013;Portela, Aguiar, et al, 2014;.…”