A computing device for presenting cosmetic service information to a user about a cosmetic service undergone by a friend of the user includes a processor and memory for executing a social media application, a transceiver to access a social media profile of the friend and a user interface including a display to display the social media profile of the friend. The user interface receives user input to select a photograph of the friend from the social media profile. A request is generated to obtain the cosmetic service information about the friend. The transceiver communicates the request for the cosmetic service information to a server that determines from privacy settings of the friend which types of the cosmetic service information are shareable cosmetic service information. The shareable cosmetic service information is received and displayed.

A computing device for presenting cosmetic service information to a user about a cosmetic service undergone by a friend of the user includes a processor and memory for executing a social media application, a transceiver to access a social media profile of the friend and a user interface including a display to display the social media profile of the friend. The user interface receives user input to select a photograph of the friend from the social media profile. A request is generated to obtain the cosmetic service information about the friend. The transceiver communicates the request for the cosmetic service information to a server that determines from privacy settings of the friend which types of the cosmetic service information are shareable cosmetic service information. The shareable cosmetic service information is received and displayed.

Various embodiments provide a method for sorting data. The method can include: receiving criteria data from a user regarding an open opportunity; receiving candidate data, storing candidate data in a candidate profile in a candidate database; evaluating the candidate data, wherein evaluating the candidate data comprises: comparing the audio data of the candidate to a database of successfully-selected candidates to determine an N-gram analysis result for the candidate data, wherein the N-gram analysis includes creating a textual transcript of the audio data for a portion audio data; removing stop words from the textual transcript; creating an N-gram data set based on the textual transcript with stop words removed; comparing the N-gram data set of the candidate data to an N-gram data set of the successfully-selected candidates; and sorting the candidate data within a plurality of other candidate data using the N-gram analysis result.

Various embodiments provide a method for sorting data. The method can include: receiving criteria data from a user regarding an open opportunity; receiving candidate data, storing candidate data in a candidate profile in a candidate database; evaluating the candidate data, wherein evaluating the candidate data comprises: comparing the audio data of the candidate to a database of successfully-selected candidates to determine an N-gram analysis result for the candidate data, wherein the N-gram analysis includes creating a textual transcript of the audio data for a portion audio data; removing stop words from the textual transcript; creating an N-gram data set based on the textual transcript with stop words removed; comparing the N-gram data set of the candidate data to an N-gram data set of the successfully-selected candidates; and sorting the candidate data within a plurality of other candidate data using the N-gram analysis result.

Included are a 2D processing unit 11 that generates 2D latitude and longitude information by dimensionally compressing a feature vector generated from target information, and a map generation unit 12 that generates a 2D map in which a plurality of pieces of target information is plotted on a 2D plane based on a plurality of pieces of latitude and longitude information generated for a plurality of pieces of target information. A plurality of pieces of target information is plotted based on a feature vector in a coordinate system of a closed space having finite latitude and longitude values, so that a plot position of target information can be appropriately determined in a wide coordinate space based on latitude and longitude without performing processing such as defining a finite target area in a coordinate system of an infinite open space, and a state in which pieces of target information having a high similarity are plotted in a shape of a mass at close positions is likely to occur appropriately at a plurality of locations.

Included are a 2D processing unit 11 that generates 2D latitude and longitude information by dimensionally compressing a feature vector generated from target information, and a map generation unit 12 that generates a 2D map in which a plurality of pieces of target information is plotted on a 2D plane based on a plurality of pieces of latitude and longitude information generated for a plurality of pieces of target information. A plurality of pieces of target information is plotted based on a feature vector in a coordinate system of a closed space having finite latitude and longitude values, so that a plot position of target information can be appropriately determined in a wide coordinate space based on latitude and longitude without performing processing such as defining a finite target area in a coordinate system of an infinite open space, and a state in which pieces of target information having a high similarity are plotted in a shape of a mass at close positions is likely to occur appropriately at a plurality of locations.

The present invention is in the technical field of geolocation. More particularly, the present invention is in the technical field of making content in the form of electronic data available for retrieval when a device has satisfied the Retrieval Range and other Rules which govern the ability to retrieve the content. Retrieval of Content by user devices may be based on Rules communicated by an App, Admin or third party interface and shall be contained and processed by an application interface engine.

The present invention is in the technical field of geolocation. More particularly, the present invention is in the technical field of making content in the form of electronic data available for retrieval when a device has satisfied the Retrieval Range and other Rules which govern the ability to retrieve the content. Retrieval of Content by user devices may be based on Rules communicated by an App, Admin or third party interface and shall be contained and processed by an application interface engine.

Methods, apparatus, systems, and computer-readable media are provided for providing context specific schema files that allow an automated assistant to broker human-to-computer dialogs between a user and an application that is separate from the automated assistant. The context specific schema file can provide the automated assistant with sufficient data to be responsive to user queries without necessarily communicating with a remote device, such as a server. Multiple different context specific schema files can be made available to the automated assistant according to a context in which a user is interacting with the automated assistant. In this way, latency otherwise exhibited by the automated assistant can be mitigated by providing the automated assistant with the information needed to respond to a user without continually retrieving the information over a network.

Methods, apparatus, systems, and computer-readable media are provided for providing context specific schema files that allow an automated assistant to broker human-to-computer dialogs between a user and an application that is separate from the automated assistant. The context specific schema file can provide the automated assistant with sufficient data to be responsive to user queries without necessarily communicating with a remote device, such as a server. Multiple different context specific schema files can be made available to the automated assistant according to a context in which a user is interacting with the automated assistant. In this way, latency otherwise exhibited by the automated assistant can be mitigated by providing the automated assistant with the information needed to respond to a user without continually retrieving the information over a network.