Layered Evaluation of a Personalized Interaction Approach

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitrag

1 Zitat (Scopus)

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.

OriginalspracheEnglisch
TitelUMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization
Seiten173-178
Seitenumfang6
ISBN (elektronisch)9781450350679
DOIs
PublikationsstatusVeröffentlicht - 9 Jul 2017
VeranstaltungEvalUMAP - Bratislava, Slowakei
Dauer: 9 Jul 20179 Jul 2017
http://evalumap.adaptcentre.ie/

Publikationsreihe

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

Workshop

WorkshopEvalUMAP
Land/GebietSlowakei
OrtBratislava
Zeitraum09.07.201709.07.2017
Internetadresse

Zitieren