Efficient use of resources in message classification
A system and method are disclosed for routing a message through a plurality of test methods. The method includes: receiving a message; applying a first test method to the message; updating a state of the message based on the first test method; and determining a second test method to be applied to the message based on the state.
1. A system for routing a message through a plurality of test methods, the system comprising:
memory storing information regarding a user;
a network interface for receiving a message addressed to the user via a communication network; and
a processor for executing instructions stored in memory, wherein execution of the instructions by the processor:
applies a first test method to the received message, wherein the first test method provides an indeterminate classification and updates a state of the received message,
selects one or more next test methods from a plurality of other test methods, wherein a test method more likely to result in a determinate classification is selected over a test method less likely to result in a determinate classification, wherein the selection next test methods are selected in a sequence based on the stored information regarding the user and the updated state of the received message after the first test method or another preceding test method, wherein each of the next test methods further updates the state of the received message, and
classifies the received message when the one or more next test methods provide a determinate classification.
2. The system of claim 1 , wherein the memory further stores the information regarding the state of the received message.
3. The system of claim 1 , wherein the state of the received message includes information regarding the first test method and the one or more next test methods performed on the received message.
4. The system of claim 1 , wherein the state of the received message includes information regarding results of the first test method and of the one or more next test methods performed on the received message.
5. The system of claim 1 , wherein the state of the received message includes information regarding a score of how likely the received message is spam.
6. The system of claim 1 , wherein the memory further includes a lookup table regarding a plurality of possible states of the receive message, wherein each possible state is associated with an indicated next test method.
7. The system of claim 6 , wherein the lookup table is adaptive in accordance with one or more test methods that have been determinative in the past for the user.
8. The system of claim 6 , wherein the lookup table is based on user preference.
9. The system of claim 1 , further comprising a message router for routing the received message to the one or more next test methods.
10. The method of claim 1 , further comprising routing the received message via a message router to the one or more next test methods.
11. A method for routing a message through a plurality of test methods, the method comprising:
storing information regarding a user in memory;
receiving a message addressed to the user at a network interface via a communication network; and
executing instructions stored in memory, wherein execution of the instructions by a processor:
applies a first test method to the received message, wherein the first test method provides an indeterminate classification and updates a state of the received message,
selects one or more next test methods from a plurality of other test methods, wherein a test method more likely to result in a determinate classification is selected over a test method less likely to result in a determinate classification, wherein the next test methods are selected in a sequence based on the stored information regarding the user and the updated state of the received message after the first test method or another preceding test method, wherein each of the next test methods further updates the state of the received message, and
classifies the received message when the one or more next test methods provide a determinate classification.
12. The method of claim 11 , further comprising storing the information regarding the state of the received message.
13. The method of claim 11 , wherein the state of the received message includes information regarding the first test method and the one or more next test methods performed on the received message.
14. The method of claim 11 , wherein the state of the received message includes information regarding results of the first test method and of the one or more next test methods performed on the received message.
15. The method of claim 11 , wherein the state of the received message includes information regarding a score of how likely the received message is spam.
16. The method of claim 11 , wherein the memory further includes a lookup table regarding a plurality of possible states of the receive message, wherein each possible state is associated with an indicated next test method.
17. The method of claim 16 , wherein the lookup table is adaptive in accordance with one or more test methods that have been determinative in the past for the user.
18. The method of claim 16 , wherein the lookup table is based on user preference.
19. A non-transitory computer-readable storage medium having embodied thereon a program executable by a processor to perform a method for routing a message through a plurality of test methods, the method comprising:
storing information regarding a user in memory;
receiving a message addressed to the user at a network interface via a communication network; and
executing instructions stored in memory, wherein execution of the instructions by a processor:
applies a first test method to the received message, wherein the first test method provides an indeterminate classification and updates a state of the received message,
selects one or more next test methods from a plurality of other test methods, wherein a test method more likely to result in a determinate classification is selected over a test method less likely to result in a determinate classification, wherein the next test methods are selected in a sequence based on the stored information regarding the user and the updated state of the received message after the first test method or another preceding test method, wherein each of the next test methods further updates the state of the received message, and
classifies the received message when the one or more next test methods provide a determinate classification.