Abstract: Automatically extracting and completing tasks associated with a communication is provided. In some examples, an application, such as a task management application, may generate nodes based on properties extracted from a communication, generate tasks based on the nodes, and construct a graph based on the nodes and the tasks. The task management application may also perform a prioritization of the tasks within the graph based on the properties of the nodes, order the tasks within the graph based on the prioritization of the tasks, and provide a task management interface to present the tasks within the graph. The task management application may also transmit the tasks within the graph to a task extraction engine of the task management application in response to a modification input executed on the graph.

Abstract: Enhanced relationship graph signals are provided. A productivity service initiates operations to provide enhanced relationship graph signals by retrieving relationship attribute(s) between two users of a productivity service. Interactivity attribute(s) between the two users of the product service are also retrieved. An enhanced signal is generated based on the relationship and interactivity attributes. The enhanced signal is stored within a relationship graph.

Abstract: A communication ranking scheme is provided based on a relationship graph. A communication service initiates operations to provide the communication ranking scheme by identifying an attribute of a communication upon receiving the communication intended for a recipient. A relationship graph is queried to retrieve a signal and a signal value associated with the attribute. The signal value is processed with a weight value to generate a weighted signal value that is used to compute a rank value for the communication. The rank value is provided along with the communication to a client application for ordering the communication based on the rank value.

Abstract: Automatically extracting and completing tasks associated with a communication is provided. In some examples, an application, such as a task management application, may generate nodes based on properties extracted from a communication, generate tasks based on the nodes, and construct a graph based on the nodes and the tasks. The task management application may also perform a prioritization of the tasks within the graph based on the properties of the nodes, order the tasks within the graph based on the prioritization of the tasks, and provide a task management interface to present the tasks within the graph. The task management application may also transmit the tasks within the graph to a task extraction engine of the task management application in response to a modification input executed on the graph.