Evaluation of multimodal dialog systems
نویسندگان
چکیده
This paper presents the results of an elaborate study on pen and speech-based multimodal interaction systems. The performance o f the “COM IC” system is assessed through human factors analyses and evaluation o f the acquired multimodal data. The latter requires tools that are able to m onitor user input, system feedback, and performance of the multimodal system components. Such tools can bridge the gap between observational data and the complex process o f the design and evaluation of multimodal systems. The evaluation tool presented here is validated in a human factors study on the usability o f COMIC for design applications and can be used for semi automatic transcription of multimodal data.
منابع مشابه
Parameters describing multimodal interaction - definitions and three usage scenarios
While multimodal systems are an active research field, there is no agreed-upon set of multimodal interaction parameters, which would allow to quantify the performance of such systems and their underlying modules, and would therefor be necessary for a systematic evaluation. In this paper we propose an extension to established parameters describing the interaction with spoken dialog systems [1] i...
متن کاملDescribing Multimodal Human-Computer Interaction
In this paper we argue that approaches to annotate multimodal human face-to-face interaction are not suitable for current device-based human-computer interaction. Instead, existing extensions proposed to established parameters describing the interaction with spoken dialog systems are presented and discussed. A standardization activity for annotating user interactions with multimodal systems is ...
متن کاملPosition Paper: Towards Standardized Metrics and Tools for Spoken and Multimodal Dialog System Evaluation
We argue that standardized metrics and automatic evaluation tools are necessary for speeding up knowledge generation and development processes for dialog systems.
متن کاملDesign Principles and Tools for Multimodal Dialog Systems
We review e orts in de ning design principles and creating tools for building multimodal dialog systems with emphasis on the speech modality. General design principles and challenges are outlined. The focus is on system architecture, application and speech interface design, data collection and evaluation tools. We conclude that modularity, exibility, customizability, domain-independence and aut...
متن کاملContext-aware Dialog Strategies for Multimodal Mobile Dialog Systems
Multimodal mobile dialog systems face new challenges which do not exist in traditional spoken dialog systems. Amobile dialog system should provide robust task management during network loss, and intelligent assistance in new environments. To provide these capabilities, a system must sense changes in the user environment, and communicate them effectively to the user. In the field of human-comput...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2004