Multimodal integration technique in a map-based system using spatial and deictic relationship

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).

[img]
Preview
PDF
Multimodal+integration+technique+in+a+map-based+system+using+spatial+and+deictic+relationship%28abstract%29.pdf

Download (712kB) | Preview

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)
Additional Information: Universiti Malaysia Sarawak, UNIMAS, Multimodal Integration Technique,
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
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
Depositing User: Karen Kornalius
Date Deposited: 20 Mar 2014 04:02
Last Modified: 23 Mar 2015 07:18
URI: http://ir.unimas.my/id/eprint/1273

Actions (For repository members only: login required)

View Item View Item