Multimodal integration technique in a map-based system using spatial and deictic relationship
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...
| Main Authors: | , , |
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| Format: | Proceeding |
| Language: | English |
| Published: |
IEEE
2011
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/1273/ http://ir.unimas.my/id/eprint/1273/7/Multimodal%20Integration.pdf |
| _version_ | 1848834728718761984 |
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| author | Loh, Chee Wyai Yeo, Alvin Wee Kulathuramaiyer, Narayanan |
| author_facet | Loh, Chee Wyai Yeo, Alvin Wee Kulathuramaiyer, Narayanan |
| author_sort | Loh, Chee Wyai |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T05:56:36Z |
| format | Proceeding |
| id | unimas-1273 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T05:56:36Z |
| publishDate | 2011 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-12732022-09-19T02:17:11Z http://ir.unimas.my/id/eprint/1273/ Multimodal integration technique in a map-based system using spatial and deictic relationship Loh, Chee Wyai Yeo, Alvin Wee Kulathuramaiyer, Narayanan AC Collections. Series. Collected works T Technology (General) 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. IEEE 2011 Proceeding NonPeerReviewed text en http://ir.unimas.my/id/eprint/1273/7/Multimodal%20Integration.pdf 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. |
| spellingShingle | AC Collections. Series. Collected works T Technology (General) Loh, Chee Wyai Yeo, Alvin Wee Kulathuramaiyer, Narayanan Multimodal integration technique in a map-based system using spatial and deictic relationship |
| title | Multimodal integration technique in a map-based system using spatial and deictic relationship |
| title_full | Multimodal integration technique in a map-based system using spatial and deictic relationship |
| title_fullStr | Multimodal integration technique in a map-based system using spatial and deictic relationship |
| title_full_unstemmed | Multimodal integration technique in a map-based system using spatial and deictic relationship |
| title_short | Multimodal integration technique in a map-based system using spatial and deictic relationship |
| title_sort | multimodal integration technique in a map-based system using spatial and deictic relationship |
| topic | AC Collections. Series. Collected works T Technology (General) |
| url | http://ir.unimas.my/id/eprint/1273/ http://ir.unimas.my/id/eprint/1273/7/Multimodal%20Integration.pdf |