TY - GEN
T1 - Enhanced prediction models for predicting spatial visualization (VZ) in address verification task
AU - PatanasakPinyo, Thitivatr
AU - Batinov, Georgi
AU - Whitney, Kofi
AU - Sulaiman, Adel
AU - Miller, Les
N1 - Publisher Copyright:
Copyright © 2012-2020 easychair.org. All rights reserved.
PY - 2019/3/13
Y1 - 2019/3/13
N2 - In the field of Human Computer Interaction and Psychology, it is accepted that spatial visualization (VZ) is one ability that can indicate individual’s performance on computer applications. Since users with different levels of VZ seem to prefer different types of user interfaces (UI), knowing a user’s level of VZ provides a great opportunity for application developers to design software with higher satisfaction and usability. In this paper, we proposed three models to predict a participant’s level of VZ based on the participant’s actions (taps) on the tablet screen while doing an address verification task in the neighborhood using the tablet. After applying the proposed prediction models with data of thirty participants, they yielded an optimal accuracy of 93.33%.
AB - In the field of Human Computer Interaction and Psychology, it is accepted that spatial visualization (VZ) is one ability that can indicate individual’s performance on computer applications. Since users with different levels of VZ seem to prefer different types of user interfaces (UI), knowing a user’s level of VZ provides a great opportunity for application developers to design software with higher satisfaction and usability. In this paper, we proposed three models to predict a participant’s level of VZ based on the participant’s actions (taps) on the tablet screen while doing an address verification task in the neighborhood using the tablet. After applying the proposed prediction models with data of thirty participants, they yielded an optimal accuracy of 93.33%.
UR - https://www.scopus.com/pages/publications/85078061515
M3 - Conference contribution
AN - SCOPUS:85078061515
T3 - Proceedings of 34th International Conference on Computers and Their Applications, CATA 2019
SP - 247
EP - 256
BT - Proceedings of 34th International Conference on Computers and Their Applications, CATA 2019
A2 - Lee, Gordon
A2 - Jin, Ying
PB - The International Society for Computers and Their Applications (ISCA)
T2 - 34th International Conference on Computers and Their Applications, CATA 2019
Y2 - 18 March 2019 through 20 March 2019
ER -