Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/12014
Title: Adaptation in virtual environments: conceptual framework and user models
Authors: OCTAVIA, Johanna 
RAYMAEKERS, Chris 
CONINX, Karin 
Issue Date: 2011
Publisher: SPRINGER
Source: MULTIMEDIA TOOLS AND APPLICATIONS, 54(1). p. 121-142
Abstract: When interacting in a virtual environment, users are confronted with a number of interaction techniques. These interaction techniques may complement each other, but in some circumstances can be used interchangeably. Because of this situation, it is difficult for the user to determine which interaction technique to use. Furthermore, the use of multimodal feedback, such as haptics and sound, has proven beneficial for some, but not all, users. This complicates the development of such a virtual environment, as designers are not sure about the implications of the addition of interaction techniques and multimodal feedback. A promising approach for solving this problem lies in the use of adaptation and personalization. By incorporating knowledge of a user's preferences and habits, the user interface should adapt to the current context of use. This could mean that only a subset of all possible interaction techniques is presented to the user. Alternatively, the interaction techniques themselves could be adapted, e.g. by changing the sensitivity or the nature of the feedback. In this paper, we propose a conceptual framework for realizing adaptive personalized interaction in virtual environments. We also discuss how to establish, verify and apply a user model, which forms the first and important step in implementing the proposed conceptual framework. This study results in general and individual user models, which are then verified to benefit users interacting in virtual environments. Furthermore, we conduct an investigation to examine how users react to a specific type of adaptation in virtual environments (i.e. switching between interaction techniques). When an adaptation is integrated in a virtual environment, users positively respond to this adaptation as their performance significantly improve and their level of frustration decrease.
Notes: [Octavia, Johanna Renny; Raymaekers, Chris; Coninx, Karin] Hasselt Univ TUL IBBT, Expertise Ctr Digital Media, B-3590 Diepenbeek, Belgium.
Keywords: Virtual environments; Adaptation; Framework; User model
Document URI: http://hdl.handle.net/1942/12014
ISSN: 1380-7501
e-ISSN: 1573-7721
DOI: 10.1007/s11042-010-0525-z
ISI #: 000291061100007
Category: A1
Type: Journal Contribution
Validations: ecoom 2012
Appears in Collections:Research publications

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