A active learning family-based review method includes selecting a document ranked as relevant by a machine learning model, identifying family documents relationally-linked to the ranked relevant document, generating a batch including the ranked relevant document adjacent to the family documents, and displaying the batch in a computing device. An active learning family-based review computing system includes a processor and a memory storing instructions that, when executed, cause the computing system to select a relevant document using machine learning, identify family documents, generate a batch including the relevant document adjacent to the family documents, and display the batch. A non-transitory computer readable medium stores program instructions that when executed, cause a computer system to select a relevant document using machine learning, identify family documents, generate a batch including the relevant document adjacent to the family documents, and display the batch.

A method for prohibiting email content propagation that receives, at a server, an email message. At the server, at least one email address associated with the email message which is designated not to receive a content of the email message is identified. At the server, the email message is modified by selectively removing a content of the email message to be conveyed to the at least one email address. The server conveys the modified email message to the at least one email address. The server conveys the email message to one or more recipient email addresses except the at least one email address. Consequently, the server has sent a submitted message to multiple email addresses, while modifying the content sent to a subset of the addresses that received the email message.

The system provides a method and apparatus for sorting and displaying information from a BBS. The system provides a method of sorting and presenting messages from a BBS in a way so that the relationship in message threads can be easily observed and related messages can be identified. The system provides a way to view messages and map message threads in two and three dimensions so that the content of messages can be easily reviewed and the relationship between messages can be seen and followed. The system allows a user to enter into a message thread at any point and to then produce a visualization of the related threads and messages associated with each individual message. The system provides interfaces for either a linear or threaded BBS or even a hybrid BBS that is some combination of linear and threaded.

The system provides a method and apparatus for sorting and displaying information from a BBS. The system provides a method of sorting and presenting messages from a BBS in a way so that the relationship in message threads can be easily observed and related messages can be identified. The system provides a way to view messages and map message threads in two and three dimensions so that the content of messages can be easily reviewed and the relationship between messages can be seen and followed. The system allows a user to enter into a message thread at any point and to then produce a visualization of the related threads and messages associated with each individual message. The system provides interfaces for either a linear or threaded BBS or even a hybrid BBS that is some combination of linear and threaded.

A system and method for leveraging email to complete a checkout for registered and unregistered customers of the e-commerce system are disclosed. The system and method include receiving, by an email payment gateway, an email message comprising a customer email address and a token. The token includes transaction information for a transaction from a third party vendor. The system and method further include determining a registration status of a customer based on the customer email address, wherein the registration status is one of a registered customer of the e-commerce system or an unregistered customer of the e-commerce system. The system and method further include decoding the token and sending an email message to the customer email address based on the registration status and the decoded token.

The present disclosure relates to user interfaces for receiving user input. In some examples, a device determines which user input technique a user has accessed most recently, and displays the corresponding user interface. In some examples, a device scrolls through a set of information on the display. When a threshold criteria is satisfied, the device displays an index object fully or partially overlaying the set of information. In some examples, a device displays an emoji graphical object, which is visually manipulated based on user input. The emoji graphical object is transmitted to a recipient. In some examples, a device displays paging affordances that enlarge and allow a user to select a particular page of a user interface. In some examples, the device displays user interfaces for various input methods, including multiple emoji graphical objects. In some examples, a keyboard is displays for receiving user input.

A third-party service may be used to assist entities in responding to requests of users by determining a suggested response to a received communication. The third party service may receive a request from a first entity, such as via an application programming interface request, that includes a message in a conversation. A conversation feature vector may be computed by processing the message with a first neural network. A suggested respond to the message may be determined by processing the conversation feature vector with a second neural network. The third-party service may then return the suggested response for use in the conversation. The third-party service may similarly be used to assist other entities in responding to requests of users.

A method and system implemented in an e-commerce system to facilitate transactions between a customer and a vendor is disclosed. The method includes generating, by a processor, the requested at least one NFC code and token, wherein the at least one NFC code and token an identification of the price the customer pays for a specific product, the customer's amount owed on an invoice or granting access to a secure account, transmitting, by a transmitter, the at least one NFC code and token to a vendor server; receiving, by a receiver, a response email, wherein the response email includes the token; decoding, by the processor, the token; performing, by the processor, an Sender Policy Framework (SPF) and DomainKeys Identified Mail (DKIM) validation; and processing, by the processor, the transaction, on a condition that the SPF and DKIM validations are approved.

In a device including a processor and a memory, the memory includes executable instructions that, when executed by the processor, cause the processor to control the device to perform functions of receiving an access control setting for granting access to an access-controlled resource and a dynamic tag characterizing a member group subject to the access control setting; accessing a data source storing member data including an attribute associated with each member, the attribute including a parameter related to a time or time period. The dynamic tag is mapped to the member data based on (1) the parameter of the attribute and (2) a time or time period associated with the dynamic tag, to identify mapped members forming the member group, wherein the mapped members identified based on a same dynamic tag vary depending on the time or time period associated with the dynamic tag, to identify the member group.

One or more non-transitory storage media storing instructions which, when executed by one or more computing devices, cause performance of a method of enhancing online contents based on digital alliance data are disclosed. The method comprising receiving from a web server a webpage at a first user device associated with a first user and a first user account managed by a communication data management server; extracting a type of data of a plurality types of data from a body or metadata of the webpage; and determining that the type of data matches certain data regarding an organization. The method further comprises updating the webpage with specific data related to one or more members or contacts of an alliance network of the first user account that are associated with the organization; and causing displaying the updated webpage by the first user device.