Temporal graphs |
| |
| Authors: | Vassilis Kostakos |
| |
| Institution: | Department of Mathematics and Engineering, University of Madeira, Portugal Human-Computer Interaction Institute, Carnegie Mellon University, United States |
| |
| Abstract: | We introduce the idea of temporal graphs, a representation that encodes temporal data into graphs while fully retaining the temporal information of the original data. This representation lets us explore the dynamic temporal properties of data by using existing graph algorithms (such as shortest-path), with no need for data-driven simulations. We also present a number of metrics that can be used to study and explore temporal graphs. Finally, we use temporal graphs to analyse real-world data and present the results of our analysis. |
| |
| Keywords: | Graphs Dynamics Social networks |
| 本文献已被 ScienceDirect 等数据库收录！ |
|
