Tackling the sheer scale of subjective QoE

V. Menkovski; G. Exarchakos; A. Liotta

doi:10.1007/978-3-642-30419-4_1

Tackling the sheer scale of subjective QoE

V. Menkovski, G. Exarchakos, A. Liotta

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

7 Citations (Scopus)

3 Downloads (Pure)

Abstract

Maximum Likelihood Difference Scaling (MLDS) used as a method for subjective assessment of video quality alleviates the inconveniencies associated with high variation and biases common in rating methods. However, the number of tests in a MLDS study rises fairly quickly with the number of samples that we want to test. This makes the MLDS studies not scalable for the diverse video delivery environments commonly met in pervasive media networks. To tackle this issue we have developed an active learning approach that decreases the number of MLDS tests and improves the scalability of this method.

Original language	English
Title of host publication	Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers)
Editors	L. Atzoni, J. Delgado, D.D. Giusto
Place of Publication	Berlin
Publisher	Springer
Pages	1-15
ISBN (Print)	978-3-642-30418-7
DOIs	https://doi.org/10.1007/978-3-642-30419-4_1
Publication status	Published - 2012
Event	7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011) - Calgari, Italy Duration: 5 Sept 2011 → 7 Sept 2011 Conference number: 7

Publication series

Name	Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering
Volume	79
ISSN (Print)	1867-8211

Conference

Conference	7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011)
Abbreviated title	Mobimedia 2011
Country/Territory	Italy
City	Calgari
Period	5/09/11 → 7/09/11

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10.1007/978-3-642-30419-4_1

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Menkovski, V., Exarchakos, G., & Liotta, A. (2012). Tackling the sheer scale of subjective QoE. In L. Atzoni, J. Delgado, & D. D. Giusto (Eds.), Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers) (pp. 1-15). (Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering; Vol. 79). Springer. https://doi.org/10.1007/978-3-642-30419-4_1

Menkovski, V. ; Exarchakos, G. ; Liotta, A. / Tackling the sheer scale of subjective QoE. Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers). editor / L. Atzoni ; J. Delgado ; D.D. Giusto. Berlin : Springer, 2012. pp. 1-15 (Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering).

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abstract = "Maximum Likelihood Difference Scaling (MLDS) used as a method for subjective assessment of video quality alleviates the inconveniencies associated with high variation and biases common in rating methods. However, the number of tests in a MLDS study rises fairly quickly with the number of samples that we want to test. This makes the MLDS studies not scalable for the diverse video delivery environments commonly met in pervasive media networks. To tackle this issue we have developed an active learning approach that decreases the number of MLDS tests and improves the scalability of this method.",

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Menkovski, V , Exarchakos, G & Liotta, A 2012, Tackling the sheer scale of subjective QoE. in L Atzoni, J Delgado & DD Giusto (eds), Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers). Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering, vol. 79, Springer, Berlin, pp. 1-15, 7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011), Calgari, Italy, 5/09/11. https://doi.org/10.1007/978-3-642-30419-4_1

Tackling the sheer scale of subjective QoE. / Menkovski, V.; Exarchakos, G.; Liotta, A.
Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers). ed. / L. Atzoni; J. Delgado; D.D. Giusto. Berlin: Springer, 2012. p. 1-15 (Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering; Vol. 79).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Menkovski V , Exarchakos G, Liotta A. Tackling the sheer scale of subjective QoE. In Atzoni L, Delgado J, Giusto DD, editors, Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers). Berlin: Springer. 2012. p. 1-15. (Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering). doi: 10.1007/978-3-642-30419-4_1

Tackling the sheer scale of subjective QoE

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