Proceedings of the 3rd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2019)

BP Neural Network-based Model for Evaluating User Interfaces of Human-computer Interaction System

Authors
Ruixin Chen, Na Lin, Jin Su, Yanjun Shi
Corresponding Author
Yanjun Shi
Available Online April 2019.
DOI
https://doi.org/10.2991/icmeit-19.2019.112How to use a DOI?
Keywords
Human-computer interaction system; BP neural network model; Expert evaluation method; Fuzzy analytic hierarchy process.
Abstract
Human-computer interaction system is the medium for human and computer. The rationality and intelligence of its design directly affect the work efficiency and execution ability of relevant practitioners. Traditional human-computer interaction evaluation usually adopts expert evaluation method. This method is difficult to evaluate objectively because of people’s subjective cognitive differences. Therefore, this paper proposes an intelligent evaluation method for complex human-computer interaction system based on BP neural network model. First, the known evaluation indicators are classified and organized, and five key evaluation indicators are optimized according to importance and relevance. Then the index is quantified into the evaluation function according to the fuzzy analytic hierarchy process. Finally, the data obtained by the simulation test is used as the training set and test set of the BP neural network, and then the evaluation model of the human-computer interaction system is obtained.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
3rd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2019)
Part of series
Advances in Computer Science Research
Publication Date
April 2019
ISBN
978-94-6252-708-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmeit-19.2019.112How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Ruixin Chen
AU  - Na Lin
AU  - Jin Su
AU  - Yanjun Shi
PY  - 2019/04
DA  - 2019/04
TI  - BP Neural Network-based Model for Evaluating User Interfaces of Human-computer Interaction System
BT  - 3rd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2019)
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmeit-19.2019.112
DO  - https://doi.org/10.2991/icmeit-19.2019.112
ID  - Chen2019/04
ER  -