Abstract: A computing system can provide enhanced control responsive to ambient interactions from a user. The computing system can obtain context data including an ambient audio signal. The computing system can generate a command path based at least in part on the context data. The command path can include an ordered one or more command actions. The computing system can provide an interactive user interface element depicting the command path to the user. The interactive user interface element can enable the user to select a selected command action of the ordered one or more command actions for performance by the computing system. The computing system can, in response to providing the command path to the user, receive, from the user, the selected command action of the ordered one or more command actions.

Abstract: An automated emergency response method and system to remotely and timely update emergency response protocols, such as Emergency Medical Dispatch Protocol Reference Systems (EMDPRS), is provided. A method and system to remotely and timely update the EMDPRS in a controlled, consistent and timely manner is also provided. A method that can provide accurate, up-to-date and consistent EMDPRS provides the advantage of increasing operator readiness and efficiency in responding to an emergency, and increases the chances of success in dealing with the emergency.

Abstract: A method and system for automated incident response that includes receiving a call from a caller about an incident, such as an emergency, obtaining information from the caller about the incident, selecting one or more appropriate screens in sequence via a presentation device based on the information provided from the caller, wherein the sequence of appropriate presentations corresponds to an appropriate response to the emergency, and providing response instructions to the caller or other parties based on information presented, wherein the one or more presentations are stored in an accessible data repository.

Abstract: A method and system for automated incident response that includes receiving a call from a caller about an incident, such as an emergency, obtaining information from the caller about the incident, selecting one or more appropriate screens in sequence via a presentation device based on the information provided from the caller, wherein the sequence of appropriate presentations corresponds to an appropriate response to the emergency, and providing response instructions to the caller or other parties based on information presented, wherein the one or more presentations are stored in an accessible data repository.

Abstract: An automated emergency response method and system to remotely and timely update emergency response protocols, such as Emergency Medical Dispatch Protocol Reference Systems (EMDPRS), is provided. A method and system to remotely and timely update the EMDPRS in a controlled, consistent and timely manner is also provided. A method that can provide accurate, up-to-date and consistent EMDPRS provides the advantage of increasing operator readiness and efficiency in responding to an emergency, and increases the chances of success in dealing with the emergency.

Abstract: An annotating system aids a user in mapping a large number of queries to tasks to obtain training data for training a search component. The annotating system includes a query log containing a large quantity of queries which have previously been submitted to a search engine. A task list containing a plurality of possible tasks is stored. A machine learning component processes the query log data and the task list data. For each of a plurality of query entries corresponding to the query log, the machine learning component suggests a best guess task for potential query-to-task mapping as a function of the training data. A graphical user interface generating component is configured to display the plurality of query entries in the query log in a manner which associates each of the displayed plurality of query entries with its corresponding suggested best guess task.