A multiscale approach to network event identification using geolocated twitter data

作者：Yang Chao^*; Jensen Ian; Rosen Paul

来源：Computing, 2014, 96(1): 3-13.

DOI：10.1007/s00607-013-0285-5

• Visualization
• Internet
• Big data
• Social network
• Twitter

The large volume of data associated with social networks hinders the unaided user from interpreting network content in real time. This problem is compounded by the fact that there are limited tools available for enabling robust visual social network exploration. We present a network activity visualization using a novel aggregation glyph called the clyph. The clyph intuitively combines spatial, temporal, and quantity data about multiple network events. We also present several case studies where major network events were easily identified using clyphs, establishing them as a powerful aid for network users and owners.

• 出版日期2014-1