TY  - JOUR 
AU  - Cruz-Benito, Juan
AU  - Vázquez Ingelmo, Andrea
AU  - Sánchez Prieto, José Carlos
AU  - Therón Sánchez, Roberto
AU  - García Peñalvo, Francisco J.
AU  - Martín-González, Martín
PY  - 2018
UR  - http://hdl.handle.net/10366/148362
AB  - [EN] This paper presents an original study with the aim of improving users' performance in
completing large questionnaires through adaptability in web forms. Such adaptability is based on the
application of machine-learning procedures and an A/B...
LA  - eng
KW  - Adaptability
KW  - Machine learning
KW  - User profiles
KW  - Web forms
KW  - Clusters
KW  - Hierarchical clustering
KW  - Random forest
KW  - A/B teaching
KW  - Human-computer interaction
KW  - HCI
TI  - Enabling adaptability in web forms based on user characteristics detection through A/B testing and machine learning
DO  - 10.1109/ACCESS.2017.2782678
T2  - IEEE Access
VL  - 6
M2  - 2251
ER  -