Measuring media attention over time based on long term heterogeneous archive data
A method is disclosed for estimating a duration that an instance of subject matter-related content will remain relevant. An archive of data sources spanning a period of time is analyzed to identify past instances in time in which a subject matter was newsworthy, and the duration of each instance. On receiving an indication that a user is interested in a current instance of the subject matter, an estimated period of time that the current instance will be of interest to the user is may be determined based on the duration of the past instances. In some aspects, the archive may be a corpus of social media data compiled from a social network, with each data source including or representative of an interaction between users in the social network, and the current instance of the subject technology may include content provided to the user through a social stream.
1. A computer-implemented method, comprising:
receiving an indication that a user is interested in a subject matter based on an interaction by the user with a social network;
identifying instances of the subject matter in archived data stored at a repository;
determining one or more durations of time that the instances of the subject matter satisfy a newsworthy criterion;
determining an estimated duration of time that the subject matter will be of interest to the user based on one or more of the determined durations of time for which the instances of the subject matter satisfied the newsworthy criterion; and
providing subject matter-related content for consumption by the user based on the estimated duration of time, wherein the subject matter-related content comprises a social posting provided to a social stream of the social network.
2. The computer-implemented method of claim 1 , wherein a status of the social posting within the social stream is demoted after the estimated duration of time has elapsed.
3. The computer-implemented method of claim 1 , wherein the social posting is removed from the social stream after the estimated duration of time has elapsed.
4. The computer-implemented method of claim 1 , wherein identifying the instances of the subject matter in the archived data stored at the repository comprises:
identifying social network interactions associated with users of the social network.
5. The computer-implemented method of claim 1 , wherein the subject matter-related content includes one or more advertisements.
6. The computer-implemented method of claim 1 , further comprising:
determining an estimated monetary value of providing the subject matter-related content to the user for the estimated duration of time based on an incremental value of a portion of the subject matter-related content and the estimated duration of time.
7. A computer-implemented method comprising:
receiving an indication that a user is interested in a subject matter;
identifying instances of the subject matter in archived data stored at a repository;
determining one or more durations of time that the instances of the subject matter satisfy a newsworthy criterion;
determining an estimated duration of time that the subject matter will be of interest to the user based on one or more of the determined durations of time for which the instances of the subject matter satisfied the newsworthy criterion;
providing subject matter-related content for consumption by the user based on the estimated duration of time; and
determining an estimated monetary value of providing the subject matter-related content to the user for the estimated duration of time based on an incremental value of a portion of the subject matter-related content and the estimated duration of time.
8. The computer-implemented method of claim 7 , wherein the subject matter-related content comprises a social posting provided to a social stream of a social network, the indication based on an interaction by the user with the social network.
9. The computer-implemented method of claim 8 , wherein a status of the social posting within the social stream is demoted after the estimated duration of time has elapsed.
10. The computer-implemented method of claim 8 , wherein the social posting is removed from the social stream after the estimated duration of time has elapsed.
11. The computer-implemented method of claim 8 , wherein identifying the instances of the subject matter in the archived data stored at the repository comprises:
identifying social network interactions associated with users of the social network.
12. The computer-implemented method of claim 7 , wherein the subject matter-related content includes one or more advertisements.
13. A system comprising:
a memory; and
a processor, coupled to the memory, configured to:
receive an indication that a user is interested in a subject matter based on an interaction by the user with a social network;
identify instances of the subject matter in archived data stored at a repository;
determine one or more durations of time that the instances of the subject matter satisfy a newsworthy criterion;
determine an estimated duration of time that the subject matter will be of interest to the user based on one or more of the determined durations of time for which the instances of the subject matter satisfied the newsworthy criterion; and
provide subject matter-related content for consumption by the user based on the estimated duration of time, wherein the subject matter-related content comprises a social posting provided to a social stream of the social network.
14. The system of claim 13 , wherein a status of the social posting within the social stream is demoted after the estimated duration of time has elapsed.
15. The system of claim 13 , wherein the social posting is removed from the social stream after the estimated duration of time has elapsed.
16. The system of claim 13 , wherein to identify the instances of the subject matter in the archived data stored at the repository, the processor to:
identify social network interactions associated with users of the social network.
17. The system of claim 13 , wherein the subject matter-related content includes one or more advertisements.
18. The system of claim 13 , the processor further to:
determine an estimated monetary value of providing the subject matter-related content to the user for the estimated duration of time based on an incremental value of a portion of the subject matter-related content and the estimated duration of time.