Network-based learning models for natural language processing
AssigneeSony Interactive Entertainment Inc.
InventorStephen Yong
Life of this patent
Estimating the term…
Abstract
Systems and methods of network-based learning models for natural language processing are provided. Information may be stored information in memory regarding user interaction with network content. Further, a digital recording of a vocal utterance made by a user may be captured. The vocal utterance may be interpreted based on the stored user interaction information. An intent of the user may be identified based on the interpretation, and a prediction may be made based on the identified intent. The prediction may further correspond to a selected workflow.
Claims21
A method for customizing social workflows, the method comprising:
- tracking user activity associated with a content title, wherein the tracked user activity includes user interaction with one or more social contacts in an environment of the content title;
- identifying a behavior pattern within the user interaction, wherein the user interaction is associated with one or more conditions corresponding to one or more characteristics of the content title and the social contacts;
- identifying a workflow corresponding to the behavior pattern, the identified workflow including a set of one or more actions taken within the environment of the content title;
- customizing the workflow based on the conditions associated with the user interaction, wherein at least one of the actions in the customized workflow is associated with one or more of the social contacts, and wherein the actions in the customized workflow are associated with different designated actuators;
- and
- storing the customized workflow in memory, wherein the customized workflow is executed based on detection of one or more of the conditions, and wherein executing the customized workflow includes providing information to the different designated actuators to perform the actions.
A system for customizing social workflows, the system comprising:
- a network server that:
- tracks user activity associated with a content title, wherein the tracked user activity includes user interaction with one or more social contacts in an environment of the content title;
- identifies a behavior pattern within the user interaction, wherein the user interaction is associated with one or more conditions corresponding to one or more characteristics of the content title and the social contacts;
- identifies a workflow corresponding to the behavior pattern, the identified workflow including a set of one or more actions taken within the environment of the content title;
- and
- customizes the workflow based on the conditions associated with the user interaction, wherein at least one of the actions in the customized workflow is associated with one or more of the social contacts, and wherein the actions in the customized workflow are associated with different designated actuators, wherein the customized workflow is executed based on detection of one or more of the conditions, and wherein executing the customized workflow includes providing information to the different designated actuators to perform the actions;
- and
- a memory that stores the customized workflow.
A non-transitory computer-readable storage medium, having embodied thereon a program executable by a processor to perform a method for customizing social workflows, the method comprising:
- tracking user activity associated with a content title, wherein the tracked user activity includes user interaction with one or more social contacts in an environment of the content title;
- identifying a behavior pattern within the user interaction, wherein the user interaction is associated with one or more conditions corresponding to one or more characteristics of the content title and the social contacts;
- identifying a workflow corresponding to the behavior pattern, the identified workflow including a set of one or more actions taken within the environment of the content title;
- customizing the workflow based on the conditions associated with the user interaction, wherein at least one of the actions in the customized workflow is associated with one or more of the social contacts, and wherein the actions in the customized workflow are associated with different designated actuators;
- and
- storing the customized workflow in memory, wherein the customized workflow is executed based on detection of one or more of the conditions, and wherein executing the customized workflow includes providing information to the different designated actuators to perform the actions.
Dependencies are inferred from the claim text.