Paper Info
Title
Linguistic Description of the Evolution of Stress Level Using Fuzzy Deformable Prototypes.
Abstract
The purpose of this paper is to show that it is possible to describe stress levels through a complete time-log analysis. For this purpose it has been developed a fuzzy deformable prototypes based model that uses a fuzzy representation of the prototypical situations. The proposed model has been applied to a database composed of time logs from students with and without stress. Preliminary results from the proposed model application have been validated by experts. Moreover, the model has been applied as a classifier obtaining good results for both sensitivity and specificity. Finally, the proposal has been validated and should be considered useful for the expert systems design to support the stress level description.
Year
DOI
Venue
2018
10.1007/978-3-319-91473-2_38
Communications in Computer and Information Science
Keywords
Field
DocType
Fuzzy prototypes,Linguistic descriptions,Stress level
Linguistic description,Computer science,Expert system,Fuzzy logic,Artificial intelligence,Classifier (linguistics),Machine learning
Conference
Volume
ISSN
Citations 
853
1865-0929
0
PageRank 
References 
Authors
0.34
7
3
Name
Order
Citations
PageRank
Francisco P. Romero123527.46
José A. Olivas210620.85
Jesús Serrano-Guerrero3599.31