Characterizing and Predicting the Future Popularity of Online Videos
Abstract & Details
Research Area
Computer Enginnering
Keywords
Data analysis
CDN (content delivery network)
UGC (user generated content)
Data mining
CDF (cumulative distribution function)
OSN (online social network).
Abstract
The big size of video content has been generated on the online web, and user keeping track of all the details requires your complete attention among those videos is spatial arrangement. With the likes hit comment or views. Hence, understanding the popularity characteristics of online videos and predicting the future popularity of individual videos are of great importance. They have direct implications in various contexts, such as service design, advertisement planning, network management, and so on. In this paper, we address those two problems head-on based on data collected from a leading online video service provider in India, namely YouTube. We firstly analyze the characteristics of YouTube video popularity from four key aspects: long-term popularity, video lifetime and early stage popularity. According to this study such as advertisement planning, network management and also view count up to 15 days. Daily growth rate of view count up to 15th days. Aspects: popularity of long-term, hit’s video, in public open popularity as well as it demand or reaction on the video.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Auti Shilpa Suresh | SGOI COE, Belhe (Bangarwadi) |
| 2 | Joshi Meenakshi Sunilkaumar | SGOI COE, Belhe (Bangarwadi) |
| 3 | Nichit Priyanka Bhaskar | SGOI COE, Belhe (Bangarwadi) |
| 4 | Thorat Ganesh Shankar | SGOI COE, Belhe (Bangarwadi) |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Suresh, Auti Shilpa, Sunilkaumar, Joshi Meenakshi, Bhaskar, Nichit Priyanka, & Shankar, Thorat Ganesh (2017). Characterizing and Predicting the Future Popularity of Online Videos. International Journal of Advance Research and Innovative Ideas In Education, 3(2), 2501-2505.
MLA Style
Suresh, Auti Shilpa, et al. "Characterizing and Predicting the Future Popularity of Online Videos." International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 2, 2017, pp. 2501-2505.
IEEE Style
Auti Shilpa Suresh, Joshi Meenakshi Sunilkaumar, Nichit Priyanka Bhaskar, and Thorat Ganesh Shankar, "Characterizing and Predicting the Future Popularity of Online Videos," International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 2, pp. 2501-2505, 2017.
Vancouver Style
Suresh Auti Shilpa, Sunilkaumar Joshi Meenakshi, Bhaskar Nichit Priyanka, Shankar Thorat Ganesh. Characterizing and Predicting the Future Popularity of Online Videos. International Journal of Advance Research and Innovative Ideas In Education. 2017;3(2):2501-2505.
Harvard Style
Suresh, Auti Shilpa, Sunilkaumar, Joshi Meenakshi, Bhaskar, Nichit Priyanka, & Shankar, Thorat Ganesh (2017) 'Characterizing and Predicting the Future Popularity of Online Videos', International Journal of Advance Research and Innovative Ideas In Education, 3(2), pp. 2501-2505.
Chicago Style
Suresh, Auti Shilpa, et al. "Characterizing and Predicting the Future Popularity of Online Videos." International Journal of Advance Research and Innovative Ideas In Education 3, no. 2 (2017): 2501-2505.
Turabian Style
Suresh, Auti Shilpa, et al. "Characterizing and Predicting the Future Popularity of Online Videos." International Journal of Advance Research and Innovative Ideas In Education 3, no. 2 (2017): 2501-2505.
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