Real-time asynchronous event aggregation systems
A real-time asynchronous event aggregation system, method, and network device are configured to capture real-time asynchronous events, and to pass them as input to one or more aggregation engines to determine a reputation for a target. The aggregation engine(s) may then send out notifications where a reputation category changes for a target, indicating that an action may be taken to inhibit spam messages from the target, highlight a display of content from the target, or the like. As such, the event-driven aggregation engines may be designed to capture real-time asynchronous events, such as reputation reports for a wide variety of activities, including, but not limited to spam and/or not-spam messages, determining a reputation on a posting of comments to a movie, a blog posting, a play list posting, or the like. In one embodiment, a reputation of the sender of the reputation event may also be determined.
1. A method comprising:
receiving, by a processor from a first user, at least one reputation event relating to a target, the reputation event comprising a statement from the first user about a value associated with the target;
determining, by the processor, a reputation of the first user based on a plurality of reputation events comprising statements from other users about different values associated with the target;
assigning, by the processor, a weight for the value of the statement of the first user based on the determined reputation of the first user;
determining, by the processor, a reputation score for the target, said determining comprising performing a running reputation determination for the reputation score by employing at least the assigned weight of the value of the statement of the first user; and
displaying, by the processor, the reputation score for the target.
2. The method of claim 1 , further comprising:
modifying, by the processor, the reputation of the first user based on an appeal of the reputation score for the target.
3. The method of claim 2 , wherein modifying the reputation of the first user comprising:
determining, by the processor, that the appeal results in a change in the reputation score for the target; and
modifying, by the processor, the reputation of the first user based on the change of the reputation score from the appeal.
4. The method of claim 3 , wherein modifying the reputation of the first user further comprising:
modifying, by the processor, the weight for the value of the statement of the first user based on the changed reputation of the first user.
5. The method of claim 1 , wherein the running reputation determination includes a running average computation using previously received reputation events.
6. The method of claim 1 , wherein the at least one reputation event is associated with a vote from a user indicating whether a message is or is not SPAM.
7. The method of claim 6 , wherein the target is a sender of the message and the at least one reputation score indicates whether the message sender is a SPAMMER.
8. The method of claim 1 , wherein the at least one reputation event comprises information indicating a source of the reputation event, a claim about the target and the target.
9. The method of claim 1 , wherein the target comprises content reviewed by a user.
10. The method of claim 1 , further comprising:
determining asynchronously, by the processor, absent waiting for another reputation event, a count for whether the target is a SPAMMER.
11. The method of claim 1 , wherein the at least one reputation event comprises two reputation events and assigning weight to the at least one reputation event further comprises:
assigning, by the processor, a higher weight for an earlier received reputation event of the at least one reputation event and a lower weight for a later received reputation event of the at least one reputation event.
12. The method of claim 1 , wherein the at least one reputation event provides a composite claim that comprises a plurality of numeric values assigned to a plurality of reputation attributes.
13. The method of claim 12 , wherein determining a reputation score for the target further comprises:
combining, by the processor, respective values of each of the plurality of reputation attributes.
14. An apparatus comprising:
a processor; and
a non-transitory processor readable storage medium comprising programming logic executable by the processor, the programming logic comprising:
receiving logic, executed by the processor, for receiving from a first user, at least one reputation event relating to a target, the reputation event comprising a statement about a value associated with the target;
determining logic, executed by the processor, wherein the determining logic comprises logic for:
determining a reputation of the first user based on a plurality of reputation events comprising statements from other users about different values associated with the target;
assigning a weight for the value of the statement of the first user based on the determined reputation of the first user; and
determining a reputation score for the target, determining comprising performing a running reputation determination for the reputation score by employing at least the assigned weight of the value of the statement of the first user; and
displaying logic, executed by the processor, for displaying the reputation score for the target.
15. The apparatus of claim 14 , further comprising:
modifying logic, executed by the processor, for modifying the reputation of the first user based on an appeal of the reputation score for the target.
16. The apparatus of claim 15 , wherein the modifying logic comprises logic for:
determining that the appeal results in a change in the reputation score for the target; and
modifying the reputation of the first user based on the change of the reputation score from the appeal.
17. The apparatus of claim 16 , wherein the modifying logic further comprises logic for:
modifying the weight for the value of the statement of the first user based on the changed reputation of the first user.
18. The apparatus of claim 14 , wherein the determining logic further comprises logic for:
computing a running average of the reputation score using reputation events received prior to the at least one reputation event.
19. The apparatus of claim 14 , wherein the determining logic further comprises logic for:
determining asynchronously absent waiting for another reputation event, a count for whether the target is a SPAMMER.
20. The apparatus of claim 14 , wherein the at least one reputation event comprises two reputation events and assigning weight to the at least one reputation event further comprises:
assigning a higher weight for an earlier received reputation event of the at least one reputation event and a lower weight for a later received reputation event of the at least one reputation event.
21. The apparatus of claim 14 , wherein the at least one reputation event provides a composite claim that comprises a plurality of numeric values assigned to a plurality of reputation attributes.
22. The apparatus of claim 21 , wherein determining a reputation score for the target further comprises:
combining respective values of each of the plurality of reputation attributes.
23. A non-transitory computer readable medium comprising processor-executable instructions for:
receiving, from a first user, at least one reputation event relating to a target, the reputation event comprising a statement about a value associated with the target;
determining a reputation of the first user based on a plurality of reputation events comprising statements from other users about different values associated with the target;
assigning a weight for the value of the statement of the first user based on the determined reputation of the first user;
determining a reputation score for the target, determining comprising performing a running reputation determination for the reputation score by employing at least the assigned weight of the value of the statement of the first user; and
displaying the reputation score for the target.