Detection of Behavioral Patterns for Increasing Attentiveness Level

  • Dalila Durães
  • Sérgio Gonçalves
  • Davide Carneiro
  • Javier Bajo
  • Paulo Novais
Conference paper

DOI: 10.1007/978-3-319-53480-0_58

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 557)
Cite this paper as:
Durães D., Gonçalves S., Carneiro D., Bajo J., Novais P. (2017) Detection of Behavioral Patterns for Increasing Attentiveness Level. In: Madureira A., Abraham A., Gamboa D., Novais P. (eds) Intelligent Systems Design and Applications. ISDA 2016. Advances in Intelligent Systems and Computing, vol 557. Springer, Cham

Abstract

In the current world, performance is one of the most important issues concerning work and competition. Performance is strongly connected with learning and when it comes to acquiring new knowledge, attention is one the most important mechanisms as the level of the learner’s attention affects learning results. When students are doing learning activities using new technologies, it is extremely important that the teacher has some feedback from the students’ work in order to detect potential learning problems at an early stage. The goal of this research is to propose a system that measures the level of attentiveness in real scenarios, and detects patterns of behavior associated to different attention levels among different students. This system measures attention and uses this information for training a decision support system that shows the level of attention of a group of students in real time.

Keywords

Ambient intelligence Learning activities Innovative scenarios Attentiveness 

Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  • Dalila Durães
    • 1
  • Sérgio Gonçalves
    • 2
  • Davide Carneiro
    • 3
    • 4
  • Javier Bajo
    • 1
  • Paulo Novais
    • 3
  1. 1.Department of Artificial IntelligenceTechnical University of MadridMadridSpain
  2. 2.Informatics DepartmentUniversity of VigoOurenseSpain
  3. 3.Algoritmi CenterMinho UniversityBragaPortugal
  4. 4.CIICESI, ESTGFPolytechnic Institute of PortoFelgueirasPortugal

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