Activity-based application recommendations
Methods, systems and computer program products for shared content management systems. In a content management system that supports multiple applications that operate on shared documents, multiple modules are operatively interconnected to make and present activity-based application recommendations. Techniques for making activity-based application recommendations include recording a series of interaction events from multiple users, which events correspond to a series of interactions performed by a plurality of applications over a shared content object. Constituent interaction events from the series of interactions are analyzed to determine a set of recommended applications. The set of recommended applications is presented to a user in a dynamically-populated user interface.
1. A method for determining activity-based application recommendations, the method comprising:
maintaining a plurality of shared content objects at a content management system, wherein the shared content objects are accessible to multiple users and to be operated over by a plurality of applications;
identifying interactions between at least two users of the multiple users and at least one shared content object of the shared content objects at the content management system, the interactions using at least one respective application of a plurality of applications;
recording a series of interaction events generated in response to the interactions between the at least two users of the multiple users and at least one shared content object of the shared content objects, the interactions using one or more applications of the plurality of applications; and
processing, at the content management system, the series of interaction events to determine a recommended application of the plurality of applications at least by analyzing an activity graph to determine the recommended application, and wherein a recommendation for the recommended application is presented at a native application accessed by a user.
2. The method of claim 1 , wherein least the recommended application is presented to the user in a dynamically-populated user interface.
3. The method of claim 2 , wherein the native application is provided by the content management system that manages the shared content object.
4. The method of claim 3 , wherein at least one of, an icon or a hyperlink associated with the recommended application is presented in the user interface of the native application.
5. The method of claim 1 , wherein the recommended application is determined based at least in part on scores assigned to at least a subset of the plurality of applications.
6. The method of claim 5 , wherein the scores represent a quantitative measure of relevancy.
7. The method of claim 1 , wherein the recommended application is determined based at least in part on a permission constraint corresponding to at least one of, user, or the recommended application, or the shared content object.
8. The method of claim 1 , wherein processing, at the content management system, the series of interaction events to determine the recommended application of the plurality of applications comprises generating an activity graph based at least in part on the series of interaction events.
9. The method of claim 1 , wherein the series of interaction events from multiple users comprises at least one user-to-user interaction and at least one user-to-content interaction.
10. The method of claim 1 , wherein the series of interaction events correspond to an older timestamped interaction event followed in the series of interaction events by a later timestamped interaction event.
11. A non-transitory computer readable medium having stored thereon a sequence of instructions which, when executed by a processor causes a set of acts for determining activity-based application recommendations, the set of acts comprising:
maintaining a plurality of shared content objects at a content management system, wherein the shared content objects are accessible to multiple users and to be operated over by a plurality of applications;
identifying interactions between at least two users of the multiple users and at least one shared content object of the shared content objects at the content management system, the interactions using at least one respective application of a plurality of applications;
recording a series of interaction events generated in response to the interactions between the at least two users of the multiple users and at least one shared content object of the shared content objects, the interactions using one or more applications of the plurality of applications; and
processing, at the content management system, the series of interaction events to determine a recommended application of the plurality of applications at least by analyzing an activity graph to determine the recommended application, and wherein a recommendation for the recommended application is presented at a native application accessed by a user.
12. The non-transitory computer readable medium of claim 11 , wherein at least the recommended application is presented to the user in a dynamically-populated user interface.
13. The non-transitory computer readable medium of claim 12 , wherein the native application is provided by the content management system that manages the shared content object.
14. The non-transitory computer readable medium of claim 13 , wherein at least one of, an icon or a hyperlink associated with the recommended application is presented in the user interface of the native application.
15. The non-transitory computer readable medium of claim 11 , wherein the recommended application is determined based at least in part on scores assigned to at least a subset of the plurality of applications.
16. A system for determining activity-based application recommendations, the system comprising:
a storage medium having stored thereon a sequence of instructions; and
one or more processors that execute the sequence of instructions to cause the one or more processors to perform a set of acts, the set of acts comprising,
maintaining a plurality of shared content objects at a content management system, wherein the shared content objects are accessible to multiple users and to be operated over by a plurality of applications;
identifying interactions between at least two users of the multiple users and at least one shared content object of the shared content objects at the content management system, the interactions using at least one respective application of a plurality of applications;
recording a series of interaction events generated in response to the interactions between the at least two users of the multiple users and at least one shared content object of the shared content objects, the interactions using one or more applications of the plurality of applications; and
processing, at the content management system, the series of interaction events to determine a recommended application of the plurality of applications at least by analyzing an activity graph to determine the recommended application, and wherein a recommendation for the recommended application is presented at a native application accessed by a user.
17. The system of claim 16 , wherein at least the recommended application is presented to the user to a user in a dynamically-populated user interface.
18. The non-transitory computer readable medium of claim 15 , wherein the scores represent a quantitative measure of relevancy.
19. The non-transitory computer readable medium of claim 11 , wherein the recommended application is determined based at least in part on a permission constraint corresponding to at least one of, a user, or the recommended application, or the shared content object.
20. The non-transitory computer readable medium of claim 11 , wherein processing, at the content management system, the series of interaction events to determine the recommended application of the plurality of applications comprises generating an activity graph based at least in part on the series of interaction events.