SYSTEMS AND METHODS FOR ANALYZING CLICKSTREAM DATA
Systems and methods are provided for analyzing clickstream data related to consumption of media items by determining whether clickstream data is missing and using information about the time the media was used, characteristics of the media, and user inactivity and activity thresholds.
1 . A method for analyzing clickstream data, the method comprising:
receiving clickstream data indicating user activity of a media device, wherein the clickstream data comprises at least a time of a user activity;
receiving media information indicating a first media item associated with the user activity at the time of the user activity;
determining a characteristic of the first media item; and
using a variable user inactivity threshold associated with the characteristic of the first media item, the time of the user activity and the information indicating the first media item associated with the user activity at the time of the user activity, to determine whether the first media item was consumed.
2 . The method of claim 1 wherein the variable user inactivity threshold is based on a quantity and type of user interactivity, elapsed time, and a schedule associated with the media item.
3 . The method of claim 1 wherein the variable user inactivity threshold is based at least in part on third party data, group data, or user data.
4 . The method of claim 1 further comprising receiving media information indicating a second media item, wherein the second media item follows the first media item; determining a characteristic of the second media item; and using a second variable user inactivity threshold associated with the characteristic of the second media item to determine whether the second media item was consumed.
5 . The method of claim 1 further comprising comparing the clickstream data time and a sequence number associated with the clickstream data, and clickstream data from a control device to determine whether any clickstream data is missing.
6 . The method of claim 1 further comprising receiving a filter setting for correlating clickstream data.
7 . A system comprising user equipment for accessing media items and coupled to a remote processing facility operative to:
receive clickstream data indicating user activity of a media device, wherein the clickstream data comprises at least a time of a user activity;
receive media information indicating a first media item associated with the user activity at the time of the user activity;
determine a characteristic of the first media item; and
use a variable user inactivity threshold associated with the characteristic of the first media item, the time of the user activity and the information indicating the first media item associated with the user activity at the time of the user activity, to determine whether the first media item was consumed.
8 . The system of claim 7 wherein the variable user inactivity threshold is based on a quantity and type of user interactivity, elapsed time, and a schedule associated with the media item.
9 . The system of claim 7 wherein the variable user inactivity threshold is based at least in part on third party data, group data, or user data.
10 . The system of claim 7 wherein the remote processing facility is further operative to: receive media information indicating a second media item, wherein the second media item follows the first media item; determine a characteristic of the second media item; and use a second variable user inactivity threshold associated with the characteristic of the second media item to determine whether the second media item was consumed.
11 . The system of claim 7 wherein the remote processing facility is further operative to: compare the clickstream data time and a sequence number associated with the clickstream data, and clickstream data from a control device to determine whether any clickstream data is missing.
12 . The system of claim 7 wherein the remote processing facility is further configured to receive a filter setting for correlating clickstream data.