Abstract
Various user's situation and small screen compared with computer keyboard influence the performance of the IME (Input Method Editor, a program that allows users to enter characters and symbols). According to the hand that a user is using, it has a significant effect on the IME input. In this paper, we propose a method based on decision tree to generate GUI automatically for the IME. We collect sensor data from Android smartphone and key data that user enters with IME. A comparison experiment with different input postures was conducted to show the feasibility of the proposed method.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015 |
| Editors | Mario Koppen, Azah Kamilah Muda, Kun Ma, Bing Xue, Hideyuki Takagi, Ajith Abraham |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 294-297 |
| Number of pages | 4 |
| ISBN (Electronic) | 9781467393607 |
| DOIs | |
| Publication status | Published - 2016 Jun 15 |
| Event | 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015 - Fukuoka, Japan Duration: 2015 Nov 13 → 2015 Nov 15 |
Publication series
| Name | Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015 |
|---|
Other
| Other | 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015 |
|---|---|
| Country | Japan |
| City | Fukuoka |
| Period | 15/11/13 → 15/11/15 |
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All Science Journal Classification (ASJC) codes
- Computer Vision and Pattern Recognition
- Signal Processing
- Control and Optimization
- Modelling and Simulation
Cite this
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Automatic generation of GUI for smartphone IME by classifying user behavior patterns. / Jo, Sang Muk; Cho, Sung Bae.
Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015. ed. / Mario Koppen; Azah Kamilah Muda; Kun Ma; Bing Xue; Hideyuki Takagi; Ajith Abraham. Institute of Electrical and Electronics Engineers Inc., 2016. p. 294-297 7492824 (Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - Automatic generation of GUI for smartphone IME by classifying user behavior patterns
AU - Jo, Sang Muk
AU - Cho, Sung Bae
PY - 2016/6/15
Y1 - 2016/6/15
N2 - Various user's situation and small screen compared with computer keyboard influence the performance of the IME (Input Method Editor, a program that allows users to enter characters and symbols). According to the hand that a user is using, it has a significant effect on the IME input. In this paper, we propose a method based on decision tree to generate GUI automatically for the IME. We collect sensor data from Android smartphone and key data that user enters with IME. A comparison experiment with different input postures was conducted to show the feasibility of the proposed method.
AB - Various user's situation and small screen compared with computer keyboard influence the performance of the IME (Input Method Editor, a program that allows users to enter characters and symbols). According to the hand that a user is using, it has a significant effect on the IME input. In this paper, we propose a method based on decision tree to generate GUI automatically for the IME. We collect sensor data from Android smartphone and key data that user enters with IME. A comparison experiment with different input postures was conducted to show the feasibility of the proposed method.
UR - http://www.scopus.com/inward/record.url?scp=84979247558&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84979247558&partnerID=8YFLogxK
U2 - 10.1109/SOCPAR.2015.7492824
DO - 10.1109/SOCPAR.2015.7492824
M3 - Conference contribution
AN - SCOPUS:84979247558
T3 - Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015
SP - 294
EP - 297
BT - Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015
A2 - Koppen, Mario
A2 - Muda, Azah Kamilah
A2 - Ma, Kun
A2 - Xue, Bing
A2 - Takagi, Hideyuki
A2 - Abraham, Ajith
PB - Institute of Electrical and Electronics Engineers Inc.
ER -