EasyReading

ER texts classified according to their difficulty using the Machine Learning.

EasyReading (ER) is a mobile application that classifies texts according to their difficulty. This classification is based on the European classification of languages: A1, A2, B1, B2, C1 and C2, but has been simplified in A, B, C.

ER is intended for anyone with reading difficulties or comprehension.

In order to classify texts levels ER makes use of Machine Learning, is a branch of artificial intelligence that allows to create programs capable of recognizing patterns or classified based on previous learning.

In our case has made a preliminary analysis of texts from many different levels. From this analysis can extract several features that will be used to teach the algorithm to classify texts. Some of these features are:

- No word / phrase

- No. letter / word

-% Verbs / phrase

- Main verbs / verbs