Directed, Overlapping Clusters in Social Networks
author:
Péter Pollner,
Department of Physics of Complex Systems, Eötvös Loránd University
Description
Recently an efficient search technique locating communities or networkmodules (densely connected groups of nodes) was introduced fordirected networks (Palla et al: New Journal of Physics 9, 186 (2007)). Here we investigate the centrality properties of directed module membersin social networks obtained from e-mail exchanges and fromsociometric questionnaires.Our results indicate that nodes in the overlaps betweenmodules play a central role in the studied systems. Furthermore,the two different types of networks show interesting differencesin the relation between the centrality measures and therole of the nodes in the directed modules.
You might be experiencing some problems with Your Video player.
| Slides | |
| 0:00 | Directed, overlapping clusters in social networks |
| 0:11 | Community finding method |
| 1:08 | Local method - part 1 |
| 1:22 | Local method - part 2 |
| 1:50 | Local method - part 3 |
| 3:19 | Local method - part 5 |
| 3:37 | Local method - part 6 |
| 4:27 | Local method - part 7 |
| 5:12 | Overlapping communities |
| 6:24 | Considering direction - part 1 |
| 6:48 | Considering direction - part 2 |
| 8:00 | Considering direction - part 3 |
| 8:49 | Considering direction - part 4 |
| 9:10 | Considering direction - part 5 |
| 9:14 | Considering direction - part 6 |
| 9:17 | Considering direction - part 7 |
| 9:19 | Applicationfor real networks - part 1 |
| 9:31 | Applicationfor real networks - part 2 |
| 9:34 | Applicationfor real networks - part 1 |
| 9:52 | Applicationfor real networks - part 2 |
| 10:56 | Communities and roles - part 1 |
| 11:38 | Communities and roles - part 2 |
| 12:03 | Communities and roles - part 3 |
| 12:47 | Communities and roles - part 4 |
| 13:16 | Nodes in overlaps are central |
| 15:30 | Conclusions |
| 17:09 | - Questions |
Lecture rating
| People found this lecture: | ||
| Worth seeing | ||
| because it is: | ||
| Valuable and informative | ||
| Well presented | ||
| Easily understandable | ||
| Acceptably recorded | ||
| You need to login to cast your vote. | ||
Report a problem or upload files
If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
Related content
Visitors who watched this lecture also watched...
Link this page
Would you like to put a link to this lecture on your homepage?Go ahead! Copy the HTML snippet !




