Jun 13, 2005 · ABSTRACT. How do real graphs evolve over time? What are “normal” growth patterns in social, technological, and information networks?

Here we study a wide range of real graphs, and we observe some surprising phenomena. First, most of these graphs densify over time.

Here we study a wide range of real graphs, and we observe some surprising phenomena. First, most of these graphs densify over time, with the number of edges ...

Graphs over time: densification laws, shrinking diameters and possible explanations · J. Leskovec, J. Kleinberg, C. Faloutsos · Published in Knowledge Discovery ...

First, most of these graphs densify over time, with the number of edges growing super-linearly in the number of nodes. Second, the average distance between ...

1 Graphs over time: densification laws, shrinking diameters and possible explanations 1 · 2 Introduction (I) Key Questions Evolution over time “Normal” Growth ...

Abstract: How do real graphs evolve over time? What are “normal” growth patterns in social, technological, and information networks?

First, most of these graphs densify over time with the number of edges growing superlinearly in the number of nodes. Second, the average distance between nodes ...

Jan 1, 2020 · Graphs over Time Densification Laws, Shrinking Diameters and Possible Explanations. An Image/Link below is provided (as is) to download ...

Graphs over time: densification laws, shrinking diameters and possible explanations. J. Leskovec, J. Kleinberg, and C. Faloutsos. KDD, page 177-187. ACM ...