Abstract: A request including audio data is received from a voice-enabled device. A string of phonemes present in the utterance is determined through speech recognition. At a later time, a subsequent user input corresponding to the request may be received, in which the user input is associated with one or more text keywords. The subsequent user input may be obtained in response to an active request. Alternatively, feedback may not be actively elicited, but rather collected passively. However it is obtained, the one or more keywords associated with the subsequent user input may be associated with the string of phonemes to indicate that the user is saying or mean those words when they product that string of phonemes. A user-specific speech recognition key for the user account is then updated to associate the string of phonemes with these words. A general speech recognition model can also be trained using the association.

Abstract: In various embodiments, a voice command is associated with a plurality of processing steps to be performed. The plurality of processing steps may include analysis of audio data using automatic speech recognition, generating and selecting a search query from the utterance text, and conducting a search of database of items using a search query. The plurality of processing steps may include additional or different steps, depending on the type of the request. In performing one or more of these processing steps, an error or ambiguity may be detected. An error or ambiguity may either halt the processing step or create more than one path of actions. A model may be used to determine if and how to request additional user input to attempt to resolve the error or ambiguity. The voice-enabled device or a second client device is then causing to output a request for the additional user input.

Abstract: Techniques for natural language searches are described. In an example, a computer system receives a search associated with a computing device. Based on the search, the computer system determines first search results from a first data source and associated with a first type and second search results from a second data source and associated with a type. The computer system also determines a context associated with at least one of the computing device or a user. Based on the context, the computer system generates instructions associated with a presentation of the first search results and the second search results at a user interface of the computing device. The instructions indicate a first presentation order of the first search results and the second search results and a second presentation order of search results within the first search results. The computer system sends the instructions to the computing device.

Abstract: Techniques for natural language searches are described. In an example, a computer system receives a search associated with a computing device. Based on the search, the computer system determines first search results from a first data source and associated with a first type and second search results from a second data source and associated with a type. The computer system also determines a context associated with at least one of the computing device or a user. Based on the context, the computer system generates instructions associated with a presentation of the first search results and the second search results at a user interface of the computing device. The instructions indicate a first presentation order of the first search results and the second search results and a second presentation order of search results within the first search results. The computer system sends the instructions to the computing device.

Abstract: A request including audio data is received from a voice-enabled device. A string of phonemes present in the utterance is determined through speech recognition. At a later time, a subsequent user input corresponding to the request may be received, in which the user input is associated with one or more text keywords. The subsequent user input may be obtained in response to an active request. Alternatively, feedback may not be actively elicited, but rather collected passively. However it is obtained, the one or more keywords associated with the subsequent user input may be associated with the string of phonemes to indicate that the user is saying or mean those words when they product that string of phonemes. A user-specific speech recognition key for the user account is then updated to associate the string of phonemes with these words. A general speech recognition model can also be trained using the association.

Abstract: Customization of software source code is enabled by adding the event handlers to be invoked in metadata instead of as coding artifacts. The fact that classes offer delegates that can be assigned handlers is described as part of metadata, in other words, as descriptions of the event itself. By defining eventing in metadata, adding and/or removing handlers for specific events is enabled without programming or modification of the source code.

Abstract: An integrated system for seamless code development using Application Development Environments (ADEs) for Enterprise Management Application (EMA) environments utilizing EMA repositories is provided. Projects are stored in the EMA repository and EMA components and other repository based projects made aware of each other. The repository based projects may be shipped as part of the respository and automatically deployed from the repository.

Abstract: An integrated system for seamless code development using Application Development Environments (ADEs) for Enterprise Management Application (EMA) environments utilizing EMA repositories is provided. Projects are stored in the EMA repository and EMA components and other repository based projects made aware of each other. The repository based projects may be shipped as part of the respository and automatically deployed from the repository.

Abstract: Data security is implemented through a query based policy constraining a primary table. Nested tables inherit the security policy by implementing the policy queries of the primary table. Operations on nested tables such as join actions execute the security policy queries once due to inheritance from the primary table therefore optimizing query modeling. A security policy may respond to a context or a role by executing queries responsive to the context.

Abstract: Customization of software source code is enabled by adding the event handlers to be invoked in metadata instead of as coding artifacts. The fact that classes offer delegates that can be assigned handlers is described as part of metadata, in other words, as descriptions of the event itself. By defining eventing in metadata, adding and/or removing handlers for specific events is enabled without programming or modification of the source code.

Abstract: Customization of source code of a software program like a business application is enabled without modifying the source code of the software. External pieces of source code may be executed prior to, and/or following the invocation of selected methods. The external methods executed prior to a designated method call may change the parameter values that the designated method gets called with, and the methods executed after the designated method has been called may change a value returned from the designated method.

Abstract: The location of a drawing of an activity, a property of an element in the drawing and the structural relationship of elements in the drawing are stored in a database. The database is accessed to form a user interface that provides a hierarchical representation of activities and the elements within activities.

Abstract: A system for capturing time and expense information over a network and for processing the information into a project accounting system has a project accounting system adapted to store time and expense data associated with a project. A user interface provides a form accessible over a network by a user via a browser. The form comprises fields for data entry by the user and a button for electronic submission of the form. A services API is adapted to invoke transactions with the project accounting system based on data contained in the submitted form.