US 2023/0401537 A1 · FORMING EVENT-BASED RECOMMENDATIONS

Abstract

Systems and methods for forming collaboration recommendations. Techniques for forming event-based recommendations use time-decayed event values. A shared content management system supports a plurality of users that generate events by interacting with content objects of the shared content management system. Events over the content objects are captured as event objects. Method steps are invoked upon receiving event objects that describes user-to-object interaction events that arise from interactions by users over content objects. Different types of interactions carry different importance values. The importance values can be applied as weights when scoring user-to-object interaction activities. The importance can decay over time. As time progresses and as the importance of older interactions decay, score components of a user-to-object interaction can be updated based at least in part on a time decay function. The system emits collaboration recommendations based on the decayed user-to-user collaboration scores.

Claims20

Dependent claims

A method for forming event-based collaboration recommendations, the method comprising:

identifying a plurality of users that access a distributed computing and storage platform to interact with a plurality of content objects that are managed by the distributed computing and storage platform;
receiving at least one event object, the at least one event object describing at least one user-to-object interaction event that associates an interaction by at least one user from the plurality of users with at least one content object from the plurality of content objects;
generating one or more collaboration recommendations based at least in part on a time-decayed value being applied to a score of the at least one user-to-object interaction event;
and
emitting the one or more collaboration recommendations.

2 more elements

A computer program product embodied on a non-transitory computer readable medium having stored thereon a sequence of instructions which, when executed by a processor, causes the processor to perform a set of acts, the set of acts comprising:

identifying a plurality of users that access a distributed computing and storage platform to interact with a plurality of content objects that are managed by the distributed computing and storage platform;
receiving at least one event object, the at least one event object describing at least one user-to-object interaction event that associates an interaction by at least one user from the plurality of users with at least one content object from the plurality of content objects;
generating one or more collaboration recommendations based at least in part on a time-decayed value being applied to a score of the at least one user-to-object interaction event;
and
emitting the one or more collaboration recommendations.

2 more elements

A system, comprising:

a processor;
a memory storing therein programming code which, when executed by the processor, causes the processor to perform a set of acts, the set of acts comprising:
identifying a plurality of users that access a distributed computing and storage platform to interact with a plurality of content objects that are managed by the distributed computing and storage platform;
receiving at least one event object, the at least one event object describing at least one user-to-object interaction event that associates an interaction by at least one user from the plurality of users with at least one content object from the plurality of content objects;
generating one or more collaboration recommendations based at least in part on a time-decayed value being applied to a score of the at least one user-to-object interaction event;
and
emitting the one or more collaboration recommendations.

4 more elements

Dependencies are inferred from the claim text.

Forming event-based recommendations

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Forming event-based recommendations

Life of this patent

Abstract

Claims20