Optimized online learning for qoe prediction

Belgian/Netherlands Artificial Intelligence Conference

Volumn , Issue , 2009, Pages 169-176

  Menkovski, Vlado ^a   Oredope, Adetola ^a   Liotta, Antonio ^a   Sánchez, Antonio Cuadra ^b  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b TELEFONICA RESEARCH   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ALGORITHM; END USERS; HIGH COSTS; LIVE STREAMING; ONLINE LEARNING; PREDICTION MODEL; QUALITY OF EXPERIENCE (QOE); REDUCTION METHOD; SUBJECTIVE METRIC; SUBJECTIVE TESTS; TRAINING DATA; TRAINING DATASET; USER FEEDBACK;

ARTIFICIAL INTELLIGENCE; MATHEMATICAL MODELS; OPTIMIZATION; QUALITY OF SERVICE; VIDEO STREAMING;

CLASSIFICATION (OF INFORMATION);

EID: 84873807391     PISSN: 15687805     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A. Takahashi, D. Hands, and V. Barriac, "Standardization activities in the ITU for a QoE assessment of IPTV," Communications Magazine, IEEE, vol. 46, 2008, pp. 78-84.
2. S. Winkler, Video Quality and Beyond, Symmetricom, 2007.
3. S. Winkler, Digital video quality: vision models and metrics, Chichester West Sussex;;Hoboken NJ: J. Wiley & Sons, 2005.
4. M. Siller and J. Woods, "QoS arbitration for improving the QoE in multimedia transmission," Visual Information Engineering, 2003. VIE 2003. International Conference on, 2003, pp. 238-241.
5. F. Agboma and A. Liotta, "Addressing user expectations in mobile content delivery," Mobile Information Systems, vol. 3, Jan. 2007, pp. 153-164.
6. F. Agboma and A. Liotta, "QoE-aware QoS management," Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia, Linz, Austria: ACM, 2008, pp. 111-116.
7. G.T. Fechner, E.G. Boring, H.E. Adler, and D.H. Howes, Elements of psychophysics/Translated by Helmut E. Adler; Edited by David H. Howes [and] Edwin G. Boring; with an introd. by Edwin G. Boring, New York:: Holt, Rinehart and Winston, 1966.
8. J.R. Quinlan, C4.5, Morgan Kaufmann, 2003.
9. "Weka 3 - Data Mining with Open Source Machine Learning Software in Java".
10. J.C. Platt, "Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines," 1998.