Adaptive Multimodal Interactive Systems by Matthias Bezold

By Matthias Bezold

Adaptive Multimodal Interactive platforms introduces a common framework for adapting multimodal interactive structures and contains an in depth dialogue of every of the stairs required for version. This ebook additionally investigates how interactive structures could be more desirable by way of usability and consumer friendliness whereas describing the exhaustive person checks hired to guage the awarded techniques. After introducing basic conception, a typical process for person modeling in interactive platforms is gifted, starting from an statement of easy occasions to an outline of higher-level person habit. diversifications are provided as a suite of styles just like these identified from software program or usability engineering.These styles describe ordinary difficulties and current confirmed ideas. The authors contain a dialogue on while and the way to hire styles and supply suggestions to the procedure clothier who desires to upload adaptivity to interactive structures. as well as those styles, the publication introduces an version framework, which indicates an abstraction layer utilizing Semantic internet technology.Adaptations are carried out on best of this abstraction layer via making a semantic illustration of the variation styles. The styles conceal either graphical interfaces in addition to speech-based and multimodal interactive structures.

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G. when certain observations are part of different plans. Moreover, users tend to work on different tasks in parallel. Third, plan recognition algorithms have to scale up in large domains with plan libraries that contain numerous plans a user possibly works on. In this work, we introduce an approach for adaptive interactive systems that employs a technique called task modeling (Patern`o, 2001). It describes the user-system interaction by means of tasks, which define possible user actions without speculation about the user’s intentions.

2007) is a mixed-initiative adaptation framework that employs online GOMS analysis. This framework recommends frequently used interface elements and the user may place them into a personalized interface. The user (a) Split menu, items are moved. (b) Split menu, items are copied. (c) Menu with lighted item. Fig. 3. Three kinds of adaptive menus. 1 Adaptive Interactive Systems 23 decides if the recommended changes should be performed. A user evaluation showed that users prefer the mixed-initiative to a customizable interface, as long as the user modeling is accurate.

The TV system provides a graphical interface and may be controlled by means of a remote control and speech input. For example, the user presses the red button on the remote control to open the EPG and uses speech input to select the channel “BBC” as a filter criterion. We use this example throughout this chapter to illustrate various algorithms. The chapter is structured as follows. First, the notions of user behavior as a sequence of basic events and user behavior as actions and data are introduced.

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