Mining the IPTV Channel Change Event Stream to Discover Insight and Detect Ads

Figure 2

Example of a TV ad segment (red). The interval in the chart represents 5 minutes (with each bar representing 10 seconds) on June 30, 2015, from 19:52 to 19:56.