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Multimodal Interfaces
Sharon Oviatt
- Introduction to multimodal interaction and systems
- History and current state of the art
- Overview of mature sub-areas of multimodal research
- Basic multimodal interface concepts and terminology
- Goals and advantages of multimodal interface design
- Cognitive science underpinnings of multimodal interface design
- Multimodal versus unimodal communication and language
- Integration and synchronization of input modes
- Interpersonal versus human-computer multimodal interaction
- Individual differences in multimodal interaction
- Implications for multimodal system design
- Methodological approaches to multimodal system design and development
- High-fidelity simulations
- Testing with fully functional systems
- Multimodal language and dialogue processsing techniques
- Architectural approaches to multimodal processing
- Architectural requirements of multimodal system processing
- Multi-agent architectures and multimodal processing flow
- Approaches to multimodal information fusion
- Hybrid symbolic/statistical architectures
- Influence of multimedia output on multimodal input
- Impact of visual display characteristics on multimodal input
- Impact of speech and non-speech audio on multimodal input
- Implications for the overall design of robust multimodal
input-output systems
- Emerging multimodal application areas
- Current limitations of multimodal systems
- Future Directions
- New multimodal interface design concepts
- Adaptive processing for successful field and mobile use
- Multimodal language, dialogue processing, and error handling techniques
- New hybrid symbolic/statistical architectures for multimodal fusion
- Multimodal interfaces that support diverse users and universal access
- Tools for corpus collection, prototyping and iterating new
multimodal systems
- Conclusion
- References
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