Table 3 Percentage of clusters containing only calls, text, and mixed communication events for three proposed modelling techniques. It can be seen that in both FCA and IFCA groups of ego-alter pairs, radial-hours method resulted in smaller percentage of hybrid clusters
From: Text and phone calls: user behaviour and dual-channel communication prediction
Methods | Frequently-called alters percentage of clusters (Mean) | Infrequently-called alterspercentage of clusters (Mean) | ||||
|---|---|---|---|---|---|---|
Call | Text | Hybrid | Call | Text | Hybrid | |
Planar | \(63.9\%\) | \(0\%\) | \(36.1\%\) | \(1\%\) | \(49.5\%\) | \(49.5\%\) |
Radial days | \(63.2\%\) | \(0\%\) | \(36.8\%\) | \(1.2\%\) | \(50.4\%\) | \(48.4\%\) |
Radial hours | \(81.5\%\) | \(0.5\%\) | \(14.9\%\) | \(3\%\) | \(74.8\%\) | \(22.1\%\) |