Title
Monitoring Level Attention Approach in Learning Activities.
Abstract
In this article we focus on a new field of application of ICT techniques and technologies in learning activities. With these activities with computer platforms, attention allows us to break down the problem of understanding a speculative scenario into a series of computationally less demanding and localized lack of attention. The system considers the students' attention level while performing a task in learning activities. The goal is to propose an archi-tecture that measures the level of attentiveness in real scenario, and detect patterns of behavior in different attention levels among different students. Measurements of attention level are obtained by a proposed model, and user for training a decision support system that in a real scenario makes recommendations for the teachers so as to prevent undesirable behavior.
Year
DOI
Venue
2016
10.1007/978-3-319-40165-2_4
METHODOLOGIES AND INTELLIGENT SYSTEMS FOR TECHNOLOGY ENHANCED LEARNING (MIS4TEL)
Keywords
Field
DocType
Learning activities,Attention level,Performance
Computer science,Decision support system,Human–computer interaction,Artificial intelligence,Information and Communications Technology,Machine learning
Conference
Volume
ISSN
Citations 
478
2194-5357
1
PageRank 
References 
Authors
0.48
1
4
Name
Order
Citations
PageRank
Dalila Durães156.84
Amparo Jiménez210.82
Javier Bajo31451118.96
Paulo Novais4883171.45