Title :
Towards a comprehensive framework for QOE and user behavior modelling
Author :
Reichl, Peter ; Egger, Sebastian ; Moller, Sebastian ; Kilkki, Kalevi ; Fiedler, Markus ; Hossfeld, Tobias ; Tsiaras, Christos ; Asrese, Alemnew
Author_Institution :
Univ. of Vienna, Vienna, Austria
Abstract :
While the modeling of QoE has made significant advances over the last couple of years, currently existing models still lack an integration of user behavior aspects and user context factors along with the consideration of appropriate temporal scales. Therefore, the goal of this paper is to present a comprehensive QoE and user behavior model providing a framework which allows joining a multitude of existing modeling approaches under the perspectives of service provider benefit, user well-being and technical system performance. In addition, we discuss the role of a broad range of corresponding influence factors, with a specific emphasis on user and context issues, and illustrate our proposal through a series of related use cases.
Keywords :
human factors; quality of experience; QoE; service provider benefit; technical system performance; temporal scale; user behavior modelling; user context factor; user well-being; Biological system modeling; Context; Context modeling; Mobile communication; Predictive models; Quality of service; Streaming media; QoE; human factors; network economics; user behavior; user context;
Conference_Titel :
Quality of Multimedia Experience (QoMEX), 2015 Seventh International Workshop on
Conference_Location :
Pylos-Nestoras
DOI :
10.1109/QoMEX.2015.7148138