Trends in evolving networks
- Ossi Mokryn
- Nov 1, 2020
- 1 min read
The popularity of nodes changes with time, with nodes losing and regaining popularity. We find and show that the recent trend of a node’s popularity is more predictive of future popularity growth. The trendiness factor, i.e., the amount of history needed for calculating this trajectory, is a network-wide characteristic and is different across networks.
Paper: Mokryn, Osnat, Allon Wagner, Marcel Blattner, Eytan Ruppin, and Yuval Shavitt. "The role of temporal trends in growing networks." PloS one 11, no. 8 (2016): e0156505. (LINK)
Interesting research on network evolution! It's like navigating the slopes in Snow Rider 3D; you need to anticipate the terrain ahead. This study shows past node popularity isn't everything. The trend matters most, similar to mastering those icy hills. Knowing if a node is gaining or losing ground is key to predicting its future trajectory, just like a well-timed jump in the game determines success.
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