Abstract: An edge computing system is deployed at a physical location and receives an input from one or more image/video sensing mechanisms. The edge computing system executes artificial intelligence image/video processing modules on the received image/video streams and generates metrics by performing spatial analysis on the images/video stream. The metrics are provided to a multi-tenant service computing system where additional artificial intelligence (AI) modules are executed on the metrics to execute perception analytics. Client applications can then be run on the output of the AI modules in the multi-tenant service computing system.

Abstract: An edge computing system is deployed at a physical location and receives an input from one or more image/video sensing mechanisms. The edge computing system executes artificial intelligence image/video processing modules on the received image/video streams and generates metrics by performing spatial analysis on the images/video stream. The metrics are provided to a multi-tenant service computing system where additional artificial intelligence (AI) modules are executed on the metrics to execute perception analytics. Client applications can then be run on the output of the AI modules in the multi-tenant service computing system.

Abstract: An edge computing system is deployed at a physical location and receives an input from one or more image/video sensing mechanisms. The edge computing system executes artificial intelligence image/video processing modules on the received image/video streams and generates metrics by performing spatial analysis on the images/video stream. The metrics are provided to a multi-tenant service computing system where additional artificial intelligence (AI) modules are executed on the metrics to execute perception analytics. Client applications can then be run on the output of the AI modules in the multi-tenant service computing system.

Abstract: The sharing of signal segments using a semantic understanding of what is included within the signal segment. Upon selection of a physical entity (or portion thereof) that is rendered within a signal segment, the system then extracts portion(s) of signal segment(s) in which that selected physical entity appears. A representation of the extracted signal segment portion are then dispatched to recipients. Thus, portions of signal segments may be shared at the granularity of the content of what the signal segment depicts. There is wide flexibility in what representations of those signal segment portion(s) are shared.

Abstract: The present invention extends to methods, systems, and computer program products for using cinematic techniques to present data. Embodiments of the invention can be used to infer and generate cinematic techniques or combinations thereof based on a model and user action. Cinematic techniques can be used to meet the data exploration and analysis requirements of a user. As such, embodiments of the invention permit users (including non-programmers) to employ cinematic techniques (possibly in combination with other techniques) to gain insights into their data and also convey appropriate emotional messages.

Abstract: Facilitating navigation of a computer-navigable graph of sensed features that were gathered by recognition or estimation of one or more features of physical entities that were sensed over time by sensor(s) within a physical space. The computer-navigable graph includes multiple nodes including multiple signal segment nodes and multiple feature nodes. Each of at least some of the signal segment nodes evidence feature(s) represented in feature node(s). Navigation is facilitated by, for each of multiple signal segment nodes, identifying relationship(s) between the corresponding signal segment node and other node(s) of the graph. At navigation time, when a user navigates to the corresponding signal segment nodes, a visualization of any detected relationship may be rendered to the user. When the user interacts with the rendering in such a way as to select the relationship, the user is navigated to the other node.

Abstract: The facilitating of output on an output device that receives output from an application that actually redefines during use. An initial output of information to be presented is caused to be rendered on the output device. Then, upon encountering that the application itself is redefined, the output is altered, and the output device updated. Furthermore, there may be other triggers that change the output on the output device including a change in allocation of output between multiple output devices, a change in users of the output device, a change in position of one or more users with respect to the output device, a change in control of one or more users with respect to the output device, a change in authorization of one or more users with respect to the output device or the information outputted. Accordingly, the output device may be updated appropriately even in a dynamic computing environment.

Abstract: A received reply email document enables some action to be effectuated using data included in the email document responsive to field identifiers associated with the data and corresponding to fields of metadata. The associated field identifiers that correspond to known fields of the metadata provide some expectation as to the semantic meaning and/or syntactic constraints of the data to which the field identifiers are associated. In a described implementation, an actionable email documents module creates an email document having blocks that are mapped to fields of metadata. The email document is transmitted to one or more recipients. Each recipient adds data to the blocks so that the data becomes mapped to the fields of the metadata. The recipients return a reply email document having the field-mapped data. Upon receipt, the module can effectuate some action using the field-mapped data responsive to the mappings.

Abstract: Displaying application output in a manner that is not predetermined by the application, nor by the display. The computing system associated with the display accesses a set of information output by an application and to be displayed on a display. However, rather than explicit instructions on how to display being received from the application itself, the computing system instead accesses a set of one or more display rules that are associated with the set of information. The computing system then uses the set of one or more display rules to determine how to layout the set of information on the display. If the set of information were to change, the rules may be reevaluated to determine how the new information should be laid out. If the associated set of display rules were to also changed, the reevaluation would occur thereby resulting in a potentially different layout on the display.

Abstract: The present invention extends to methods, systems, and computer program products for using cinematic techniques to present data. Embodiments of the invention can be used to infer and generate cinematic techniques or combinations thereof based on a model and user action. Cinematic techniques can be used to meet the data exploration and analysis requirements of a user. As such, embodiments of the invention permit users (including non-programmers) to employ cinematic techniques (possibly in combination with other techniques) to gain insights into their data and also convey appropriate emotional messages.

Abstract: The automated binding of a data source to a compound control. The properties of the compound control are identified. Furthermore, a particular data source is associated with the compound control. For each of one or more of the properties of the compound control, information regarding the compound control and the data source are used to identify a set of one or more fields of the particular data source that may be bound to the corresponding property of the compound control. If the corresponding property of the compound control has bound thereto an output parameter of a declarative transformation, the nature of the transformation may also be taken into consideration when identifying the set of one or more fields that may be used in order to bind to the corresponding property of the compound control.

Abstract: Operating an application in response to spatial status of objects within a physical environment in which the application operates. A system detects the spatial status (e.g., orientation, movement, position, and so forth) of multiple environmental objects that operate within a physical environment from which input is provided to, and to which output is provided from, an application. The relationship between at least some different environmental objects result in altered a behavior of the application. The spatial status of at least some of the environmental objects is subject to change. Thus, a mechanism is described that allows an application to adjust in a manner that is highly responsive to the physical environment in which the application interfaces.

Abstract: Facilitating navigation of a computer-navigable graph of sensed features that were gathered by recognition or estimation of one or more features of physical entities that were sensed over time by sensor(s) within a physical space. The computer-navigable graph includes multiple nodes including multiple signal segment nodes and multiple feature nodes. Each of at least some of the signal segment nodes evidence feature(s) represented in feature node(s). Navigation is facilitated by, for each of multiple signal segment nodes, identifying relationship(s) between the corresponding signal segment node and other node(s) of the graph. At navigation time, when a user navigates to the corresponding signal segment nodes, a visualization of any detected relationship may be rendered to the user. When the user interacts with the rendering in such a way as to select the relationship, the user is navigated to the other node.

Abstract: The sharing of signal segments using a semantic understanding of what is included within the signal segment. Upon selection of a physical entity (or portion thereof) that is rendered within a signal segment, the system then extracts portion(s) of signal segment(s) in which that selected physical entity appears. A representation of the extracted signal segment portion are then dispatched to recipients. Thus, portions of signal segments may be shared at the granularity of the content of what the signal segment depicts. There is wide flexibility in what representations of those signal segment portion(s) are shared.

Abstract: The present invention extends to methods, systems, and computer program products for using cinematic techniques to present data. Embodiments of the invention can be used to infer and generate cinematic techniques or combinations thereof based on a model and user action. Cinematic techniques can be used to meet the data exploration and analysis requirements of a user. As such, embodiments of the invention permit users (including non-programmers) to employ cinematic techniques (possibly in combination with other techniques) to gain insights into their data and also convey appropriate emotional messages.

Abstract: A graphical manipulation tool to create and/or make modifications to a graphical object suitable for visually representing data. The graphical manipulation tool analyzes the graphical object to determine parameters of visual characteristics of the graphical object that can be used to visually represent data. A computing system, through the graphical manipulation tool, may generate metadata that defines a capacity for visual characteristics to represent data. In some cases, a preview is displayed on a user interface indicating to a user how the metadata, if incorporated with the graphical object, may result in the visual characteristics of the graphical object being used to visually represent data. If incorporating the metadata with the graphical object is desirable, the user may provide to include the additional metadata with the graphical object.

Abstract: A pattern of visual interactivity may be automatically proposed for processing a data set that exhibits dimensions of variability. A visual display component may be analyzed to assess whether it is capable of receiving user input representing changes that correspond to types of changes of the identified dimensions of the data set. A suitable visual display component may be provided as a suggestion on a user interface for potentially using the visual display component to allow a user to interact with the data. In some embodiments, a visual display component includes a number of visual objects and/or visually interactive components for use within a graphical user interface. A visual display component may include one or more analytic patterns having at least one of an equation, rule, constraint, expression or combination thereof that represents the analytic pattern. Alternatively, a visual display component may involve a visual display representation of data through visual characteristics of a graphical object.

Abstract: Techniques for representing and publishing an interactive document useful for analyzing data. The document may be represented as a directed acyclic graph of entities interconnected by edges. The entities may be of multiple types. Yet, a broad range of interactive documents may be represented by a limited number of types of entities and the capabilities to interconnect entities of different types and to share a data schema across entities of different types. A tool may enable a user to author such documents. The tool may also facilitate publishing of the document. For publishing, the document may be converted to an executable form. Prior to such a conversion, the graph may be modified for more efficient processing. The graph may also be partitioned such that portions of the graph, when distributed across tiers of a computing system, such as a cloud-based platform, execute on computing devices that provide efficient operation.

Abstract: Mechanisms for a presentation module to perform distributed interfacing with an application across a plurality of hardware entities. The module identifies the hardware entities that are available to interface with endpoints of an application. The presentation module performs distribution of assignment of hardware entities to interact with the endpoints by, for each of at least some of the hardware entities, determining a subset of endpoints with which the corresponding hardware entities is to interface. Furthermore, the application is operated in that state to thereby detect interaction of at least some of the hardware entities with the application via at least some of the endpoints. Thus, distributed interfacing of hardware entities with an application is facilitated.

Abstract: The incremental formulating an application in response to detecting events (such as user input) in an environment. Upon detecting one or more events, it is determined from this use input that an instance of a first transformation chain class is to be joined with an instance of a second transformation chain class. In response, the instance of the first transformation class is joined with the instance of the second transformation class along one or more data flow dependencies to formulate an aggregated instance. The aggregated instance may then be operated. This process may be repeated in response to different user input to thereby increase the size of the aggregated instance as more and more transformation chain instances join into the aggregated instance at appropriate chains of dependency.