3.2.3. Information Display

Currently, we are focused on extracting information from the data available and constructing reliable and accurate models that can be easily used in different scenarios. Nonetheless, the users and caregivers are able to visualize the saved information in a simple web-page. The objective is to build a multi-user/multi-level interface where the information is displayed in a personalized manner, showing different graphics to each type of user (the granularity of the information that should be displayed to the caregiver is very different from that that is displayed to the care receiver). Additionally, we will be using the features of a previous project, iGenda [18–20], to manage the care receivers ADL and exercises in an intelligent way, introducing cognitive help through remembering the care receivers of events and giving them advises. The aim is to improve cognition by triggering actions that help the elders to jog their memory, keeping them agile and active.

**Figure 12.** Sideways walking.

**Figure 13.** Model accuracy and loss.

**Figure 14.** Confusion matrix.
