Paper Info
Title
A Procedure of How to Conduct Research in Transparent Mobile Recommendations
Abstract
The information overflow of today's information society can be overcome by the usage of recommender systems. Due to the fact that most recommender systems act as black boxes, trust in a system decrease., especially when a recommendation failed. Recommender systems usually don't offer any insight into the systems logic and cannot be questioned as it is normal for a recommendation process between humans. Transparency, which is about explaining to the user why a recommendation is made, supports the user in a way of understanding the reasoning behind a recommendation. Within a mobile environment, it is possible to address the user more individualized but transparency needs a completely different way of visualization and interaction. The paper in hand aims at setting up a process model on how to address transparency in mobile recommendations and therefore introduce into a complex new area of research, recommender systems didn't address in the past.
Year
DOI
Venue
2008
10.1007/978-0-387-85691-9_5
International Federation for Information Processing
Keywords
Field
DocType
process model,recommender system
Recommender system,Transparency (graphic),World Wide Web,Visualization,Black box,Engineering,Information society
Conference
Volume
ISSN
Citations 
286
1571-5736
0
PageRank 
References 
Authors
0.34
26
1
Name
Order
Citations
PageRank
Mike Radmacher1183.92