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Reordering Webpage Objects for Optimizing Quality-of-Experience

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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Reordering Webpage Objects for Optimizing Quality-of-Experience. / Li, Weiwang; Zhao, Zhiwei; Min, Geyong et al.
In: IEEE Access, Vol. 5, 29.03.2017, p. 6626-6635.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Li, W, Zhao, Z, Min, G, Duan, H, Ni, Q & Zhao, Z 2017, 'Reordering Webpage Objects for Optimizing Quality-of-Experience', IEEE Access, vol. 5, pp. 6626-6635. https://doi.org/10.1109/ACCESS.2017.2689002

APA

Li, W., Zhao, Z., Min, G., Duan, H., Ni, Q., & Zhao, Z. (2017). Reordering Webpage Objects for Optimizing Quality-of-Experience. IEEE Access, 5, 6626-6635. https://doi.org/10.1109/ACCESS.2017.2689002

Vancouver

Li W, Zhao Z, Min G, Duan H, Ni Q, Zhao Z. Reordering Webpage Objects for Optimizing Quality-of-Experience. IEEE Access. 2017 Mar 29;5:6626-6635. doi: 10.1109/ACCESS.2017.2689002

Author

Li, Weiwang ; Zhao, Zhiwei ; Min, Geyong et al. / Reordering Webpage Objects for Optimizing Quality-of-Experience. In: IEEE Access. 2017 ; Vol. 5. pp. 6626-6635.

Bibtex

@article{1111291901d64b7f9e3145d56b283ee6,
title = "Reordering Webpage Objects for Optimizing Quality-of-Experience",
abstract = "The quality of experience (QoE) perceived by users is a critical performance measure for Web browsing. “Above-The-Fold” (ATF) time has been recently recognized and widely used as a direct measure of user-end QoE by a number of studies. To reduce the ATF time, the existing works mainly focus on reducing the delay of networking. However, we observe that the webpage structures and content orders can also significantly affect theWeb QoE. In this paper, we propose a novel optimization framework that reorders the webpage objects to minimize the user-end ATF time. Our core idea is to first identify the webpage objects that consume the ATF time but have no impact on the page experience and then change the positions of these objects to achieve the minimum ATF time. We implement this framework and evaluate its performance with popular websites. The results show that the ATF time is greatly reduced compared with the existing works, especially for complex webpages.",
author = "Weiwang Li and Zhiwei Zhao and Geyong Min and Hancong Duan and Qiang Ni and Zifei Zhao",
year = "2017",
month = mar,
day = "29",
doi = "10.1109/ACCESS.2017.2689002",
language = "English",
volume = "5",
pages = "6626--6635",
journal = "IEEE Access",
issn = "2169-3536",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

RIS

TY - JOUR

T1 - Reordering Webpage Objects for Optimizing Quality-of-Experience

AU - Li, Weiwang

AU - Zhao, Zhiwei

AU - Min, Geyong

AU - Duan, Hancong

AU - Ni, Qiang

AU - Zhao, Zifei

PY - 2017/3/29

Y1 - 2017/3/29

N2 - The quality of experience (QoE) perceived by users is a critical performance measure for Web browsing. “Above-The-Fold” (ATF) time has been recently recognized and widely used as a direct measure of user-end QoE by a number of studies. To reduce the ATF time, the existing works mainly focus on reducing the delay of networking. However, we observe that the webpage structures and content orders can also significantly affect theWeb QoE. In this paper, we propose a novel optimization framework that reorders the webpage objects to minimize the user-end ATF time. Our core idea is to first identify the webpage objects that consume the ATF time but have no impact on the page experience and then change the positions of these objects to achieve the minimum ATF time. We implement this framework and evaluate its performance with popular websites. The results show that the ATF time is greatly reduced compared with the existing works, especially for complex webpages.

AB - The quality of experience (QoE) perceived by users is a critical performance measure for Web browsing. “Above-The-Fold” (ATF) time has been recently recognized and widely used as a direct measure of user-end QoE by a number of studies. To reduce the ATF time, the existing works mainly focus on reducing the delay of networking. However, we observe that the webpage structures and content orders can also significantly affect theWeb QoE. In this paper, we propose a novel optimization framework that reorders the webpage objects to minimize the user-end ATF time. Our core idea is to first identify the webpage objects that consume the ATF time but have no impact on the page experience and then change the positions of these objects to achieve the minimum ATF time. We implement this framework and evaluate its performance with popular websites. The results show that the ATF time is greatly reduced compared with the existing works, especially for complex webpages.

U2 - 10.1109/ACCESS.2017.2689002

DO - 10.1109/ACCESS.2017.2689002

M3 - Journal article

VL - 5

SP - 6626

EP - 6635

JO - IEEE Access

JF - IEEE Access

SN - 2169-3536

ER -