Workflow selection

A non-transitory computer readable medium having stored thereon a sequence of instructions which, when stored in memory and executed by one or more processors causes the one or more processors to perform a set of acts for workflow selection, the set of acts comprising:

• establishing one or more network communication links between a content management system that manages a plurality of shared content objects, a first application of a first type, and a second application of a second type that are registered with the content management system;
• recording a set of interaction events that correspond to interactions that modify contents into modified contents of at least one shared content object of the plurality of shared content objects, the interactions performed at the first application invoked by a plurality of user computing devices for collaboration on the at least one content object;
• constructing a training dataset with first training data pertaining to a plurality of event attributes, second training data pertaining to a plurality of content object attributes, and third training data pertaining to one or more workflows of a plurality of workflows;
• training at least one learning model with the training dataset that comprises the first training data pertaining to the plurality of event attributes and the second training data pertaining to the one or more workflows;
• in response to the interactions performed at the first application, selecting, from the plurality of workflows, at least one workflow that corresponds to the second application based at least in part on an event attribute associated with the set of interaction events, wherein the at least one learning model facilitates at least one of selecting the at least one workflow, or forming one or more responses from execution of the at least one workflow;
• and
• executing the at least one workflow that facilitates the collaboration on the at least one content object by performing a modification on the modified contents of the at least one shared content object, the modification performed by the second application.

A system for workflow selection, the system comprising:

• a non-transitory 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,
• establishing one or more network communication links between a content management system that manages a plurality of shared content objects, a first application of a first type, and a second application of a second type that are registered with the content management system;
• recording a set of interaction events that correspond to interactions that modify contents into modified contents of at least one shared content object of the plurality of shared content objects, the interactions performed at the first application invoked by a plurality of user computing devices for collaboration on the at least one content object;
• constructing a training dataset with first training data pertaining to a plurality of event attributes, second training data pertaining to a plurality of content object attributes, and third training data pertaining to one or more workflows of a plurality of workflows;
• training at least one learning model with the training dataset that comprises the first training data pertaining to the plurality of event attributes and the second training data pertaining to the one or more workflows;
• in response to the interactions performed at the first application, selecting, from the plurality of workflows, at least one workflow that corresponds to the second application based at least in part on an event attribute associated with the set of interaction events, wherein the at least one learning model facilitates at least one of selecting the at least one workflow, or forming one or more responses from execution of the at least one workflow;
• and
• executing the at least one workflow that facilitates the collaboration on the at least one content object by performing a modification on the modified contents of the at least one shared content object, the modification performed by the second application.