Abstract: The claimed subject matter provides systems and/or methods that effectuate distribution of advertising as real-time video calls. The system can include devices that detect whether or not a mobile device associated with a user is in the vicinity of a retail establishment, ascertains whether or not the proximate mobile device is receptive to receipt of advertising from the retail establishment, negotiates with the mobile device to determine at least one user preference with respect to a real-time video call, and based on the ascertained user preferences, downloads the appropriate real-time video call to the mobile device and/or establishes a live audio-visual connection with a representative of the retail establishment, wherein during the live audio-visual connection negotiations between the user and the representative is effectuated and the user comprehends that they are communicating with a famous personality.

Abstract: The claimed subject matter relates to an architecture that can enhance an experience associated with indicia related to a local environment. In particular, the architecture can receive an image that depicts a view of the local environment including a set of entities represented in the image. One or more of the entities can be matched or correlated to modeled entities included in a geospatial model of the environment, potentially based upon location and direction, in order to scope or frame the view depicted in the image to a modeled view. In addition, the architecture can select additional content that can be presented. The additional content typically relates to services or data associated with modeled entities included in the geospatial model or associated with modeled entities included in an image-based data store.

Abstract: The claimed subject matter relates to an architecture that can employ vision-monitoring techniques to enhance an experience associated with elements of a local environment. In particular, the architecture can establish gaze- or eye-tracking attributes in connection with a user. In addition, a location and a head or face-based perspective of the user can also be obtained. By aggregating this information, the architecture can identify a current field of view of the user, and then map that field of view to a modeled view in connection with a geospatial model of the environment. In addition, the architecture can select additional content that relates to an entity in the view or a modeled entity in the modeled view, and further present the additional content to the user.

Abstract: Embodiments of the present invention leverage search query result page thumbnails and search query result link content evaluations to provide user-dependent enhanced search query results. This provides a simplified means to inform a user of the relevancy of search query results based on the user's preferences, environment, and profile, etc. The present invention allows a user to more adequately determine the value of the search query result via search query result indicators within the thumbnail and in the proximity of a displayed result link. In one embodiment of the present invention, a thumbnail of a query result link is automatically displayed when the link is selected. This provides a tool to view an entire search result page, eliminating the necessity of scrolling through each page to find relevant search terms. In another embodiment of the present invention, indicators are utilized to inform a user of the content of a search result link.

Abstract: The present invention leverages search query result page thumbnails and/or search query result link content evaluations to provide user-dependent enhanced search query results. This provides a simplified means to inform a user of the relevancy of search query results based on the user's preferences, environment, and/or profile, etc. The present invention allows a user to more adequately determine the value of the search query result via search query result indicators within the thumbnail and/or in the proximity of a displayed result link. In one instance of the present invention, a thumbnail of a query result link is automatically displayed when the link is selected. This provides a means to view an entire search result page, eliminating the necessity of scrolling through each page to find relevant search terms. In another instance of the present invention, indicators are utilized to inform a user of the content of a search result link.

Abstract: A system and related techniques permit a search service operator to access a variety of disparate relevance measures, and integrate those measures into idealized or unified data sets. A search service operator may employ self-learning networks to generate relevance rankings of Web site hits in response to user queries or searches, such as Boolean text or other searches. To improve the accuracy and quality of the rankings of results, the service provider may accept as inputs relevance measures created from query logs, from human-annotated search records, from independent commercial or other search sites, or from other sources and feed those measures to a normalization engine. That engine may normalize those relevance ratings to a common scale, such as quintiles, percentages or other scales or levels. The provider may then use that idealized or normalized combined measure to train the search algorithms or heuristics to arrive at more accurate results.

Abstract: A system and method are provided for improving a user search experience by identifying spam results in a result set produced in response to a query. The system may include a user interface spam feedback mechanism for allowing a user to indicate that a given result is spam. The system may additionally include an automated spam identification mechanism for implementing automated techniques on the given result to determine whether the given result is spam. The system may further include a merging component for merging the determinations of the user interface spam feedback mechanism and the automated spam identification mechanism for deriving an indicator of the likelihood that a given result is spam.

Abstract: An image query system, and associated method and computer program product are disclosed that enhance and accelerate image-based querying. To this end, the present invention presents a digital image query with implict and explicit associated metadata and retrieval of visually similar images or other pertinent information from a large collection of images stored on local, networked, or web-linked repositories.

Abstract: For a multi-party advertising exchange including advertising and publishing entities, each participant specifies tax rate(s), such as import tax and export tax, that apply to at least one other entity in the exchange. Since tax rate(s) can be expressed in different transactional terms by different parties, each tax rate is reduced to a common tax rate expression within the exchange for comparison. Intelligent tax rate selection and support can be provided to dynamically set tax rates that achieve utilitarian goals for the individual participants taking into account the tax rates expressed by other participants and their respective advertising goals, and dynamically adjusting tax rates over time in response to condition changes. Various refinements are provided and disclosed according to a host of optional implementations.

Abstract: A system and method are provided for improving a user search experience by identifying spam results in a result set produced in response to a query. The system may include a user interface spam feedback mechanism for allowing a user to indicate that a given result is spam. The system may additionally include an automated spam identification mechanism for implementing automated techniques on the given result to determine whether the given result is spam. The system may further include a merging component for merging the determinations of the user interface spam feedback mechanism and the automated spam identification mechanism for deriving an indicator of the likelihood that a given result is spam.

Abstract: The claimed subject matter provides a system and/or a method that facilitates communicating intent-related data to a user. A display engine can enable exploration of a portion of image data during a browsing session. An intent component can receive a portion of data related to the browsing session, wherein the portion of data is at least one of a collection of browsing history or a portion of data displayed during a browsing session. The intent component can further evaluate the portion of data to ascertain a combined intent of a user. A selective ad component can infer an incompleteness of the combined intent to trigger a pre-qualification for an offer related to at least one of an item or service that fulfills the incompleteness.

Abstract: The claimed subject matter provides a system and/or a method that facilitates capturing a portion 2-dimensional (2D) data for implementation within a 3-dimensional (3D) virtual environment. A device that can capture one or more 2D images, wherein the 2D image is representative of a corporeal object from a perspective dictated by an orientation of the device. The device can comprise a content aggregator that can construct a 3D image from two or more 2D images collected by the device, in which the construction is based at least in part upon aligning each corresponding perspective associated with each 2D image.

Abstract: The claimed subject matter provides a system and/or a method that facilitates interacting with a portion of data that includes pyramidal volumes of data. A portion of image data can represent a computer displayable multi-scale image with at least two substantially parallel planes of view in which a first plane and a second plane are alternatively displayable based upon a level of zoom and which are related by a pyramidal volume, wherein the multi-scale image includes a pixel at a vertex of the pyramidal volume. An annotation component can determine a set of annotations associated with at least one of the two substantially parallel planes of view. A display engine can display at least a subset of the set of annotations on the multi-scale image based upon navigation to the parallel plane of view associated with the set of annotations.

Abstract: The claimed subject matter provides a system and/or a method that facilitates rendering of a portion of viewable data. A web page, a user interface or other displayable information can be personalized such that disparate portions of the displayable information are rendered at varying scales, resolutions, sizes, etc. A personalizer can generate personalization data related to a user. The personalization data can include a display property associated with a portion of viewable data. In addition, a display engine is provided that displays the portion of viewable data based upon the personalization data and display property.

Abstract: The claimed subject matter provides a system and/or a method that facilitates constructing a three-dimensional (3D) virtual environment from two-dimensional (2D) content. A 3D virtual environment can enable a 3D exploration of a 3D image constructed from a collection of two or more 2D images, the 3D image is constructed by combining the two or more 2D images based upon a respective image perspective. The two or more 2D images can be provided by a video portion. An aggregator can reduce the number of frames in the video portion, construct a 3D image based upon key point features in the reduced number of frames and align the key point features geometrically in three dimensions.

Abstract: The claimed subject matter provides a system and/or a method that facilitates rendering of a portion of published content. A browsing session can enable navigation and display of a portion of published content. A render definition enforcer can implement a tag related to the portion of published content with at least one view-level display property, the view-level display property is at least one of a definition to at least one of display or not display the portion of published content based upon a view-level within the browsing session or a definition related to a size scale factor for the portion of published content based upon a view-level within the browsing session. The browsing session can utilize the portion of published content at a view-level in accordance to the view-level display property.

Abstract: The claimed subject matter provides a system and/or a method that facilitates providing navigational assistance. An immersive view can include image data that can represent a computer displayable multi-scale image with at least two substantially parallel planes of view in which a first plane and a second plane are alternatively displayable based upon a level of zoom and which are related by a pyramidal volume, wherein the multi-scale image includes a pixel at a vertex of the pyramidal volume. A navigation component can provide navigational assistance via the immersive view based upon navigational input. A display engine can display the immersive view.

Abstract: The claimed subject matter provides a system and/or a method that facilitates generating a model from a 3-dimensional (3D) object assembled from 2-dimensional (2D) content. A content aggregator can construct a 3D object from a collection of two or more 2D images each depicting a real entity in a physical real world, wherein the 3D object is constructed by combining the two or more 2D images based upon a respective image perspective. A 3D virtual environment can allow exploration of the 3D object. A model component can extrapolate a true 3D geometric model from the 3D object, wherein the true 3D geometric model is generated to include scaling in proportion to a size within the physical real world.

Abstract: The claimed subject matter provides a system and/or a method that facilitates simulating a portion 2-dimensional (2D) data for implementation within a 3-dimensional (3D) virtual environment. A 3D virtual environment can enable a 3D exploration of a 3D image constructed from a collection of two or more 2D images, the 3D image is constructed by combining the two or more 2D images based upon a respective image perspective. An analyzer can evaluate the collection of two or more 2D images to identify a portion of the 3D image that is unrepresented by the combined two or more 2D images. A synthetic view generator can create a simulated synthetic view for the portion of 3D image that is unrepresented, the simulated synthetic view replicates a 2D image with a respective image perspective for the unrepresented portion of 3D image.

Abstract: The claimed subject matter provides a system and/or a method that facilitates organizing and presenting data within a database. A data store can store a portion of data accessible to a user. A real time monitor component can dynamically track an amount of access for the portion of data within the data store. A display engine can render a multi-scaled view of the portion of data, wherein the multi-scaled view is based on the amount of access in which a size representation of the data is correlated with the amount of access.