Improving the decision-making support in context-aware applications: The case of an adaptive virtual education learning management system

Jose Bocanegra, Luis H. Garcia Paucar, Jaime Pavlich-Mariscal, Nelly Bencomo

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

An application is context-aware if it uses context information to provide the user with relevant information or services. Generally, the process of making decisions about what information should be presented to the user taking into account a certain context is performed at design time. However, as the context usually changes during the execution of the system, the relevance of the information with respect to the context may be a ected while the system is running. Therefore, new approaches that take into account these dynamic changes during the decision-making process at runtime for context-aware applications are required. The authors of this paper argue that a decision-making process based on the runtime reassessment of context-based relevance can be used to improve the information or services provided to the user under uncertain conditions which were not totally foreseen previously. The services can be in the form of suggested system adaptations. In order to demonstrate the feasibility of our approach, we present a novel case study from the domain of virtual education, which involves an adaptive context-aware learning management system. We demonstrate positive improvements to the autonomous decision-making support for this kind of systems.

Original languageEnglish
Title of host publicationAvances en Ingenieria de Software a Nivel Iberoamericano, CIbSE 2018
EditorsMario Sanchez Puccini, Kelly Garces, Rubby Casallas
PublisherIbero-American Conference on Software Engineering
Pages220-233
Number of pages14
ISBN (Print)9789584837547
StatePublished - 2018
Event21st Ibero-American Conference on Software Engineering, CIbSE 2018 - Bogota, Colombia
Duration: 23 Apr 201827 Apr 2018

Publication series

NameAvances en Ingenieria de Software a Nivel Iberoamericano, CIbSE 2018

Conference

Conference21st Ibero-American Conference on Software Engineering, CIbSE 2018
Country/TerritoryColombia
CityBogota
Period23/04/1827/04/18

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