Loh, Chee Wyai and Yeo, Alvin Wee and Kulathuramaiyer, Narayanan (2011) Multimodal integration technique in a map-based system using spatial and deictic relationship. In: 2011 International Conference on User Science and Engineering (i-USEr), 29 November 2011 - 01 December 2011, Selangor.
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Abstract
The purpose of this research is to improve the multimodal integration technique, of multiple speech and sketch inputs in human computer interaction. In our technique, we integrated the sketch and speech representation model, taking into consideration the normalised relative distances between objects in the sketch, spatial preposition and the deictic words from the speech. We compared the proposed integration technique with the integration technique using only spatial information. The results showed an increase in the matching of correct pairs of spoken and sketched inputs, by 11%, that is, from 52% to 63%. The improved integration technique has shown that the probability of matching the wrong pair of spoken and sketched inputs can be reduced.
| Item Type: | Proceeding (Paper) |
|---|---|
| Uncontrolled Keywords: | Universiti Malaysia Sarawak, UNIMAS, Multimodal Integration Technique, IPTA, education, sarawak, kuching, malaysia, samarahan, universiti, university |
| Subjects: | A General Works > AC Collections. Series. Collected works T Technology > T Technology (General) |
| Divisions: | Academic Faculties, Institutes and Centres > Faculty of Computer Science and Information Technology Faculties, Institutes, Centres > Faculty of Computer Science and Information Technology Academic Faculties, Institutes and Centres > Faculty of Computer Science and Information Technology |
| Depositing User: | Karen Kornalius |
| Date Deposited: | 20 Mar 2014 04:02 |
| Last Modified: | 19 Sep 2022 02:17 |
| URI: | http://ir.unimas.my/id/eprint/1273 |
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