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A Sign of Things to Come: Predicting the Perception of Above-the-Fold Time in Web Browsing
| Content Provider | MDPI |
|---|---|
| Author | Jahromi, Hamed Delaney, Declan Hines, Andrew |
| Copyright Year | 2021 |
| Abstract | Content is a key influencing factor in Web Quality of Experience (QoE) estimation. A web user’s satisfaction can be influenced by how long it takes to render and visualize the visible parts of the web page in the browser. This is referred to as the Above-the-fold (ATF) time. SpeedIndex (SI) has been widely used to estimate perceived web page loading speed of ATF content and a proxy metric for Web QoE estimation. Web application developers have been actively introducing innovative interactive features, such as animated and multimedia content, aiming to capture the users’ attention and improve the functionality and utility of the web applications. However, the literature shows that, for the websites with animated content, the estimated ATF time using the state-of-the-art metrics may not accurately match completed ATF time as perceived by users. This study introduces a new metric, Plausibly Complete Time (PCT), that estimates ATF time for a user’s perception of websites with and without animations. PCT can be integrated with SI and web QoE models. The accuracy of the proposed metric is evaluated based on two publicly available datasets. The proposed metric holds a high positive Spearman’s correlation ( |
| Starting Page | 50 |
| e-ISSN | 19995903 |
| DOI | 10.3390/fi13020050 |
| Journal | Future Internet |
| Issue Number | 2 |
| Volume Number | 13 |
| Language | English |
| Publisher | MDPI |
| Publisher Date | 2021-02-17 |
| Access Restriction | Open |
| Subject Keyword | Future Internet Medical Informatics Web Qoe Qoe Atf Speedindex Quality Performance |
| Content Type | Text |
| Resource Type | Article |