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Towards comparative evaluations of user-adaptive software systems

Staikopoulos, Athanasios and Conlan, Owen (2016) Towards comparative evaluations of user-adaptive software systems. In: 24th ACM Conference on User Modeling, Adaptation and Personalisation, UMAP 2016. CEUR Workshop Proceedings (1618). CEUR-WS.org.

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Official URL: http://ceur-ws.org/Vol-1618/EvalUMAP_paper_9.pdf

Abstract

Currently there are many user-adaptive systems across different application types including education, business and information systems. However, evaluating user-adaptive systems is still a challenging research issue and a difficult task. This is because of the lack of widely accepted evaluation methods, data and the difficulty on generalizing the application areas. In order to provide comparative and convincing arguments that the adaptation works and it is valuable to the users, it is vital to ensure a scientific process and to provide common evaluation mechanisms, methods and metrics. Taking inspiration from similar research communities and building upon current evaluation approaches, a question arises as to whether it is possible to create such a community and develop a common evaluation mechanism of useradaptive systems. In this paper, we indicate how we can move towards comparative evaluations of user-adaptive systems.

Item Type: Book Section
Subjects: Q Science > QA Mathematics > Electronic computers. Computer science
T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science

Q Science > QA Mathematics > Computer software
T Technology > T Technology (General) > Information Technology > Computer software
Divisions: School of Computing > Staff Research and Publications
Related URLs:
Depositing User: CAOIMHE NI MHAICIN
Date Deposited: 29 Oct 2019 10:11
Last Modified: 29 Oct 2019 10:11
URI: http://trap.ncirl.ie/id/eprint/4070

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