Apparatus and method for personalized delivery of content from multiple data sources
A non-transitory computer readable storage medium includes instructions to collect explicit feedback from a user regarding user content preferences. Multiple data sources are monitored. Topics associated with the multiple data sources are classified. The importance of the topics to the user is characterized. Content is delivered to the user when a selected topic exceeds an importance threshold for the user. Implicit feedback from the user that characterizes refined user content preferences is tracked. The instructions to characterize the importance of topics evaluates the explicit feedback and the implicit feedback.
1. A non-transitory computer readable storage medium, comprising instructions to:
collect explicit feedback from a user regarding textual content preferences;
monitor a plurality of diverse data sources generating textual content, wherein the plurality of diverse data sources include websites, RSS feeds, blogs and social media services generating textual content;
classify topics associated with the plurality of diverse data sources to form a model of topics;
characterize the importance of the topics to the user to form a model of user interests;
deliver textual content to the user when, based on the model of topics and the model of user interests, a selected topic exceeds an importance threshold for the user; and
track implicit feedback from the user that characterizes refined textual content preferences;
wherein the instructions to characterize the importance of topics evaluates the explicit feedback and the implicit feedback.
2. The non-transitory computer readable storage medium of claim 1 wherein the explicit feedback is a web form that solicits the interests of the user.
3. The non-transitory computer readable storage medium of claim 1 wherein the explicit feedback is a thumb up or thumb down indication from the user.
4. The non-transitory computer readable storage medium of claim 1 wherein the implicit feedback is reading the textual content.
5. The non-transitory computer readable storage medium of claim 1 wherein the implicit feedback is saving the textual content.
6. The non-transitory computer readable storage medium of claim 1 wherein the implicit feedback is sharing the textual content.
7. The non-transitory computer readable storage medium of claim 1 wherein the implicit feedback is deleting the textual content.
8. The non-transitory computer readable storage medium of claim 1 further comprising executable instructions to form a container of textual content that continuously receives textual content until the container is terminated.