Title
Measuring Individual Video QoE: A Survey, and Proposal for Future Directions Using Social Media.
Abstract
The next generation of multimedia services have to be optimized in a personalized way, taking user factors into account for the evaluation of individual experience. Previous works have investigated the influence of user factors mostly in a controlled laboratory environment which often includes a limited number of users and fails to reflect real-life environment. Social media, especially Facebook, provide an interesting alternative for Internet-based subjective evaluation. In this article, we develop (and open-source) a Facebook application, named YouQ1, as an experimental platform for studying individual experience for videos. Our results show that subjective experiments based on YouQ can produce reliable results as compared to a controlled laboratory experiment. Additionally, YouQ has the ability to collect user information automatically from Facebook, which can be used for modeling individual experience.
Year
DOI
Venue
2018
10.1145/3183512
TOMCCAP
Keywords
Field
DocType
Facebook, Individual Quality of Experience, user factors
Social media,Computer science,Laboratory experiment,User information,Multimedia,The Internet
Journal
Volume
Issue
ISSN
14
2s
1551-6857
Citations 
PageRank 
References 
5
0.42
37
Authors
5
Name
Order
Citations
PageRank
Yi Zhu1261.94
Sharath Chandra Guntuku217313.90
Weisi Lin35366280.14
Gheorghita Ghinea4979104.23
Judith A. Redi51157.43