Title :
A general framework for innovative mobile biofeedback based educational games
Author :
Forstner, Bertalan ; Szegletes, Luca ; Angeli, Robert ; Fekete, Alan
Author_Institution :
Dept. of Autom. & Appl. Inf., Budapest Univ. of Technol. & Econ., Budapest, Hungary
Abstract :
Educational games on mobile devices are getting more and more popular due to the widespread usage of tablets among children. The effectiveness of autonomous learning can be increased with the use of properly processed biofeedback signals. The aim of our research is to create skill-developing and educational games with a framework based on estimating cognitive state and neurological feedback, which is general enough to be extended with different biofeedback sensor devices. The goal is to improve the learning efficiency by adapting to the users learning capabilities. Using the heart rate monitor and the EEG device we can examine the emotional and cognitive states of the user, modify the difficulty level and the attributes of the reward to fit the user´s needs, helping to get the best results.
Keywords :
computer aided instruction; electroencephalography; mobile computing; notebook computers; serious games (computing); EEG device; autonomous learning; biofeedback signals; cognitive state; general framework; heart rate monitor; innovative mobile biofeedback based educational games; learning efficiency; mobile devices; neurological feedback; skill-developing games; tablets; Biological control systems; Biosensors; Games; Heart rate; Learning (artificial intelligence); Monitoring; Biofeedback; Human Computer Interaction; Mobile Games; Software framework;
Conference_Titel :
Cognitive Infocommunications (CogInfoCom), 2013 IEEE 4th International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4799-1543-9
DOI :
10.1109/CogInfoCom.2013.6719204