Abstract: A data marketplace infrastructure allows a data source company or a third party to associate to a data feed with a customizable preview application having analytic and visual features (e.g., business logic and a user interface). A potential customer can use discovery services of the data marketplace infrastructure to identify one or more data feeds offering sample data in a domain of interest of the potential customer. The data feed can transmit the customizable preview application to allow the potential customer to interact with the data from the data feed before purchasing the data. The potential customer may also customize the preview application so as to change the default application behavior in a manner that improves the potential customer's understanding and appreciation of the data feed.

Abstract: With the addition of directional information and gesture based input in a location based services environment, a variety of service(s) can be provided on top of user identification or interaction with specific object(s) of interest. For instance, a device can interact with various endpoints of a direction-based location service and any of the content or other information exchanged between clients and services can be synchronized for efficient exchange of information and efficient utilization of network bandwidth and resources. For example, change input is received by a device that alters, deletes or augments dynamically updateable information associated with a point of interest and the changes resulting from the change input are synchronized from the mobile device to a location based network service. Optionally, the synchronization can be according to a knowledge exchange to identify what should be synchronized prior to transmitting the updates.

Abstract: The subject disclosure relates to synchronizing among network nodes in a multi-master synchronization environment that extend a knowledge based synchronization framework to include notions of object quality. In one embodiment, additional dimension(s) are placed on a knowledge vector for a given version of an object that represent quality information for the object, which is accounted for during the synchronization process to allow nodes to decide what types of qualities of objects should be conveyed to them as part of the synchronization process. Other embodiments include tombstoning objects to avoid future synchronization with respect to same objects maintained by other nodes in the multi-master synchronization environment. Advantageously, according to the synchronization framework, endpoints can synchronize data in a way that allows a definition and consideration of quality of one or more objects of the synchronized data for purposes of a knowledge exchange.

Abstract: Various aspects for providing a runtime for dataset transformation are disclosed. In one aspect, data consumption requests are received. The requested data is retrieved from a web service in an arbitrary form, and subsequently transformed into a standardized result from the arbitrary form. In another aspect, a user interface is displayed to a content provider, and an input identifying a transform function selected by the content provider is received via the user interface. A transform assembly is then generated based on the input, which facilitates retrieving data from a web service in an arbitrary form, and transforming the data into a standardized result by calling the selected transform function. In yet another aspect, third party code is associated with a transform assembly. An execution of the third party code is then managed such that at least one aspect of the transform assembly is operated according to the execution.

Abstract: Semantic information that describes data sets is inferred based upon a semantic analysis performed on data sets retained within a data repository. The semantic analysis can include a determination of formats associated with fields of the data sets and a comparison of values of the fields against reference data sets having predetermined semantic types. Correlations are inferred between data sets based upon respective semantic information. The correlations are incorporated into visualizations displayed in connection with a graphical user interface.

Abstract: Various aspects for scaling an availability of information are disclosed. In one aspect, a response performance associated with responding to data consumption requests is monitored. A characterization of the response performance is ascertained, and a scaling of resources is facilitated based on the characterization. In another aspect, a data consumption status indicative of data consumed is ascertained. Here, a scalability interface is provided, which displays aspects of the status, and receives an input from a content provider. An allocation of resources is then modified in response to the input. In yet another aspect, a response performance associated with responding to data consumption requests is monitored. An application programming interface (API) call is generated based on a characterization of the response performance, and transmitted to a content provider. An API response is then received from the content provider indicating whether a scaling of resources for hosting the data was performed.

Abstract: Systems and methods that disclose alternative patterns for exchange of synchronization data and/or metadata, e.g., ‘knowledge’, to enhance performance of synchronization processes are disclosed. Accordingly, the innovation discloses synchronization mechanisms that employ exchange of data and metadata to alleviate a requirement of a complete ‘round-trip’ when synchronizing data. ‘Knowledge’ can be provided which informs a provider of data changes, modifications, additions or deletions. The ‘knowledge’ can lower expense and/or increase efficiencies of the synchronization exchanges by enabling informed decision-making related to enumerating changes within the synchronization processes.

Abstract: An efficient way is provided to represent and exchange knowledge and/or partial knowledge across nodes when synchronizing between any two nodes. A first node sends a second node its knowledge and/or partial knowledge, including objects and versions of those objects. The second node compares its knowledge and/or partial knowledge with the knowledge and/or partial knowledge of the first node, and then sends the first node any latest versions of objects of which the first node is unaware. In addition, the second node sends its knowledge and/or partial knowledge to the first node. The first node then performs a similar object-by-object version comparison to determine any conflicts due to independent evolution of objects and any changes that should be sent to the second node in order to bring the objects of the second node up to date with the knowledge and/or partial knowledge of the first node.

Abstract: Various embodiments are provided for synchronizing with multidimensional data in a knowledge based synchronization framework for a multi-master synchronization environment. Prediction can be employed to transmit the next versions of a sequence of subsets of multidimensional data to consuming clients in an intuitive manner for a given application. For example, applications that render 2-D images on the client of multidimensional objects (e.g., 3-D graphical objects) stored on a server are achieved through synchronizing versions of the 2-D images to the client including predictively pre-computing and/or providing versions of the 2-D images to the client as synchronization updates.

Abstract: Systems and methods that mitigate errors in positioning systems, by employing signal strength(s) of signal sources (e.g., towers adjacent to a mobile unit.) Such mitigation system verifies whether the mobile unit receiving GPS data is in static position (e.g., not moving) or is moving (e.g., dynamic position), and evaluates accuracy of the GPS reporting (e.g., discarding GPS data in static position and trusting GPS data in dynamic position).

Abstract: Aspects are disclosed for synthesizing data to facilitate providing information as a service. Data contributions from disparate sources are aggregated in which at least a first data contribution is combined with a second data contribution to create a data combination. A consumption of the data combination is then tracked, and a contribution value associated with at least one contributor to the data combination is ascertained based on the consumption.

Abstract: Additional semantic information that describes data sets is inferred in response to a request for data from the data sets, e.g., in response to a query over the data sets, including analyzing a subset of results extracted based on the request for data to determine the additional semantic information. The additional semantic information can be verified by the publisher as correct, or satisfy correctness probabilistically. Mapping information based on the additional semantic information can be maintained and updated as the system learns additional semantic information (e.g., information about what a given column represents and data types represented), and the form of future data requests (e.g., URL based queries) can be updated to more closely correspond to the updated additional semantic information.

Abstract: Systems and methods for providing end user license agreements on demand for information as a service is provided. In some embodiments, a computer-implemented system can include: at least one processor; and at least one publication module configured to publish content to a consumer. The computer-implemented system can also include at least one condition generation module configured to generate a representation of one or more conditions associated with use by the consumer for published content from the at least one publication module. The conditions can be canonicalized conditions representing standard terms to be included in the representation. In some embodiments, the representation is a license agreement for the consumer. The computer-implemented system can also a computer-readable storage medium storing computer-executable instructions that, when executed, cause the at least one processor to perform one or more functions of the at least one publication module or the at least one condition generation module.

Abstract: Data is published by publishers to an information service configured to receive data sets and allow consumers to consume the data sets via queries. Structural information of the data sets (e.g., column information) is presented to the publishers to select which information of the data sets can be a search parameter and which information can be returned in query results. Query interfaces are automatically created based on the selections by the publisher, and the back end databases are optimized for such query interfaces, e.g., creation of indexes based on the search parameters or query results selected by the publisher. A query aggregator can automatically combine a given query interface with other query interfaces to form more complicated (but still permitted) queries based on the intersection of permissions for the given query interface and the other query interfaces.

Abstract: Aspects are disclosed for providing information as a service via web services. Access to at least one application programming interface (API) database is facilitated and requests for a requested API are parsed. Here, such API requests facilitate a processing of data provided by at least one content provider. In an aspect, each request includes a key associated with a developer of the requested API and a unique identifier associated with a user of the requested API. A usage of the requested API is then tracked based on the key and/or unique identifier.

Abstract: Systems, and methods are provided for augmenting reality via a secondary channel. In some embodiments, a method can include: communicating a portion of live or pre-recorded content over a primary channel, communicating a portion of information corresponding to the portion of the content; and synchronizing the portion of the content and the portion of the information. The method can also include displaying the portion of the content and the portion of the information in a synchronized manner such that the portion of the content and the portion of the information have temporal correspondence or spatial correspondence with one another. The content can be social networking website data, television, film, video game, photo or any other data that can be rendered over a primary channel. The information can be comments, advertisements and/or product placement data associated with products displayed via the content.

Abstract: Determining geospatial patterns from device data collected from a plurality of computing devices. The devices represent, for example, a plurality of sources providing the device data. The device data describes the computing devices and/or environments thereof. Some embodiments present the determined patterns to users for editing, update maps with the edited patterns, and distribute the maps to the users. The maps are stored to create a searchable map library.

Abstract: Techniques are described herein for pricing access to data using contribution analysis. A user may issue a query to a store that stores data. The store may analyze a subset of the data to determine a result that is to be provided to the user in response to the query. The subset is referred to as contribution data. A data access price calculator performs a contribution analysis to determine a price to be charged to the user to access the result. The contribution analysis takes into consideration a number of rows and/or columns of data in the contribution data, a number of rows and/or columns of data in the result, functions used during the store's analysis of the contribution data, or a combination thereof. The data access price calculator may derive such information from an indicator that is received from the store and/or to some extent from the result itself.

Abstract: Methods, systems, and computer-readable media are disclosed to generate an interface for a web service and to query the web service. A particular method includes generating a user interface associated with a web service. The user interface includes one or more input parameter options associated with the web service. The user interface is generated based on a service specification and one or more series specifications associated with the service specification. User input is received via the user interface, where the user input includes a selection of at least one of the one or more input parameter options. A query of the web service is generated based on the received user input, where the query reflects at least one selected input parameter option. The method includes invoking the generated query with respect to the web service to receive results and automatically adding the received results to the user interface.

Abstract: Systems and methods for orchestrating synchronizations between different targets in a synchronization community. The order and nature of synchronizations may depend on multiple factors, including the initiator of the synchronization, the data being synchronized, and other characteristics of the synchronization participants and synchronization community.