Layered Evaluation of a Personalized Interaction Approach

Research output: Chapter in Book/Report/Conference proceedingsConference contribution

Abstract

Evaluation of personalized systems is a complicated endeavor. First, evaluation goals, methods and criteria are manifold and have to be carefully selected to €t the actual application scenario and the scope of the evaluated system. Second, it is considerably harder to locate the source of problems, compared to non-adaptive systems where problems most often reside on the UI level. .us, in the past, a layered evaluation approach for personalized systems has been proposed that distinguishes between five layers that can theoretically all be the source of problems (e.g., collection of input data or adaptation decision). .is paper outlines a use case related to personalized interaction comprising i) modeling a user's interaction abilities, ii) recommending interaction methods and devices that €t the user's individual needs, and iii) personalized system behavior and reaction to user input. Next, the paper describes experiences with an evaluation process using the layered evaluation framework.

Original languageEnglish
Title of host publicationUMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization
Pages173-178
Number of pages6
ISBN (Electronic)9781450350679
DOIs
Publication statusPublished - 9 Jul 2017
EventEvalUMAP - Bratislava, Slovakia
Duration: 9 Jul 20179 Jul 2017
http://evalumap.adaptcentre.ie/

Publication series

NameUMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization

Workshop

WorkshopEvalUMAP
Country/TerritorySlovakia
CityBratislava
Period09.07.201709.07.2017
Internet address

Keywords

  • Input techniques
  • Layered evaluation
  • Personalized interaction

Cite this