The present invention envisages a personalized plan generation system and a method that satisfies maximum user preferences and constraints; besides including a number of enabling features like of plan repair or revision with dynamically changing situations or contextual information. Moreover, the system is able to perform a collaborative planning by opinion mining in social networks to achieve better optimization. Significantly, the explanation for the selection of plan steps or a change in plan altogether can be expressed in natural language.

A user specific plan generation method and system

In non-limiting examples of the present disclosure, systems, methods and devices for linking tasks and resources are provided. A plurality of attributes associated with a task resource may be analyzed. A plurality of contexts that are associated with the plurality of attributes may be determined and the plurality of attributes may be classified into one or more contextual groups. At least one resource node related to the task resource may be identified, the at least one resource node having a plurality of identified attributes sharing at least two contexts associated with the plurality of attributes that are associated with the task resource. An actionable link to at least one resource corresponding to the at least one identified resource may be displayed.

Dynamic context of tasks

Systems and methods are disclosed that provide for automatic management of device content for demonstration applications running on mobile devices such as smart phones. The systems and methods can eliminate or reduce the need for a manual process of content management for such demonstration applications. Systems and methods according to the present disclose can also provide for the following: updating content on a device to include content that demonstrates the device capabilities dynamically; delivering content based on the device demographic to cater the needs of the customers; performing local wipe of content generated by customers at regular intervals automatically; providing easy discovery of the premium device capabilities to the customers; advertising new capabilities delivered to the devices; and, tracking features/applications used by the customers and/or creating a store or device profile.

Methods and systems to provide dynamic content and device panel management

Methods and apparatus related to determining an inquiry to provide to a user based on deficient information related to a plan of the user. Deficient information may be determined based on an insufficient association between a desired information item of the plan and a set of information items that are determined from one or more sources associated with the user. In some implementations, the user may provide, responsive to the inquiry, additional information related to the deficient information and a suggestion may be provided to the user based on the additional information.

Providing an inquiry based on deficient plan information using email/chat and confidence levels

Providing an inquiry based on deficient plan information

A server which manages the activities of a user includes a region discovery module that receives location data over time of the user and determines an area of the user any given time from the location data. The server includes a task and location modeling module which determines whether a task for the user is currently linked with the area; and where a task is linked with the user, the task and location modeling module submits task information to the user; and where no task is linked with the area, the task and location modeling module inquires the user whether a new task is desired to be linked with the area. A method for managing the activities of a user. An apparatus that accompanies a user. A method for assisting the activities of a user.

Personal task planning with automatic task discovery

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