Abstract: Techniques are disclosed for using natural language processing techniques to define, manipulate, and interact with consumer segmentations. In such embodiments a content consumption analytics engine can be configured to receive and process a natural language segmentation query. The query may comprise, for example, a command that defines a new segmentation, a command that manipulates existing segmentations, or a command that solicits information relating to existing consumer segmentations. The query is parsed to identify individual grammatical tokens which are then correlated with specific segment token types through the use of a token repository. A custom thesaurus is used to identify synonymous terms for grammatical tokens which may not exist in the token repository. User feedback enables the custom thesaurus to learn additional synonyms for future use.

Abstract: A method for propagating changes from master content to variant content includes receiving, from a user interface, a modified master text composition that incorporates changes to a master text composition. Each of the master text composition, the modified master text composition, and a variant text composition assigned to the master text composition are divided into text units. A correspondence model is constructed that includes mappings between the text units of the master text composition, the text units of the modified master text composition, and the text units of the variant text composition. Proposed changes to the variant text composition are determined that correspond to the changes to the master text composition based on the mappings. At least one of the proposed changes is integrated into the variant text composition.

Abstract: A method for adding electronic properties to an electronic document is provided. The method includes generating the electronic document from a paper document. Content is then identified from the electronic document. An electronic copy of the electronic document is searched using the content. Electronic properties of the content are extracted from the electronic copy and applied to the content of the electronic document.

Abstract: An intended signatory receives an electronic signature request that includes instructions for accessing both an unsigned document and server functionality that enables the intended signatory to electronically sign the document. To gain such access, the intended signatory must pass username and password authentication, which serves as a first authentication factor. After the intended signatory is authenticated, he/she can access the unsigned document. However, once the intended signatory is initially authenticated, it can be assumed that his/her work session is subject to being misappropriated by an unauthorized user. Thus, when a command to apply an electronic signature to the document is invoked, the would-be signatory must pass keystroke biometrics authentication, which serves as a second authentication factor.

Abstract: One embodiment involves receiving, by a web page authoring tool, presentation information in a markup language corresponding to a static graphical object. In this embodiment, the web page authoring tool receives animation information in a data interchange format corresponding to an adjustment for the static graphical object. In this embodiment, the web page authoring tool receives a runtime engine. In this embodiment, the web page authoring tool stores the presentation information, the animation information, and the runtime engine within a web page. The runtime engine may be configured to cause a web browser displaying the web page to render an animation. The animation can be based at least in part on the presentation information and the animation information.

Abstract: A forecasting neural network receives data and extracts features from the data. A recurrent neural network included in the forecasting neural network provides forecasted features based on the extracted features. In an embodiment, the forecasting neural network receives an image, and features of the image are extracted. The recurrent neural network forecasts features based on the extracted features, and pose is forecasted based on the forecasted features. Additionally or alternatively, additional poses are forecasted based on additional forecasted features.

Abstract: Real-time topic analysis for social listening is performed to help users and organizations in discovering and understanding trending topics in varying degrees of granularity. A density-based sampling method is employed to reduce data input. A lightweight NLP method is utilized for topic extraction which provides an efficient mechanism for handling dynamically-changing content. In embodiments, the social analytics system further helps users understand the topics by ranking topics by relevance, labeling topic categories, and grouping semantically-similar topics.

Abstract: The present disclosure is directed toward systems and methods for providing electronic advertising content to a client device notwithstanding use of an ad-blocker on the client device. For example, systems and methods described herein involve establishing a peer-to-peer (P2P) connection with a peer device that does not include an ad-blocker thereon. The systems and methods further involve providing an ad request to the peer device to provide to an ad server and subsequently deliver a response to the ad request to the client device via the P2P connection. In this way, the peer device can function as a proxy device for the ad server that enables delivery to the client device notwithstanding use of the ad-blocker on the client device.

Abstract: Certain embodiments involve generating graphical depictions of data sets based on mapping paths of graphical objects to data properties. In one example, a graphics editing application displays a graphical interface for mapping a vector-based graphic to a data set. The vector-based graphic includes graphical objects defined by connected paths. The graphical interface receives input specifying modifications to visual properties of different graphical objects. For graphical objects mapped to data properties in the data set, the graphics editing application applies constraints to visual property modifications, where the constraints are based on mappings to the data properties in the data set. For graphical objects without mappings to data properties, the graphics editing application applies visual property modifications without these constraints.

Abstract: Embodiments of the present invention relate to identifying website visitors. Initially, a predictor is trained with a set of data of known website visitors to identify a rule with the highest effectiveness score. To do so, each rule in a set of rules is applied to all cookies in the set of data. Based on a selected goal of identifying unknown website visitors, the rule with the highest effectiveness score is identified. To identify a cookie of an unknown website visitor, a cookie representation corresponding to the cookie is identified. The cookie representation represents the cookie in a numeric vector space and can computed based on hits in log data and a selection of variables. Utilizing the cookie representation, a cookie-stitching rule is selected and applied to the cookie. In this way, a website visitor associated with the cookie can be identified.

Abstract: Systems and methods disclosed herein provide form search results in response to form-specific search criteria. One embodiment involves receiving, at an electronic form search server, input providing form-specific search criteria comprising one or more field characteristics. The embodiment further involves identifying, by the electronic form search server, one or more forms as search results based on form-specific search criteria. The embodiment further involves providing, by the electronic form search server, the search results.

Abstract: Techniques and systems are described to support digital image processing through use of an image repository, e.g., a stock image database or other storage. In one example, a plurality of candidate digital images are obtained from an image repository based on a target digital image. A plurality of transformations are generated to be applied to the target digital image, each transformation based on a respective candidate digital image. Semantic information is employed as part of the transformations, e.g., blending, filtering, or alignment. A plurality of transformed target digital images are generated based at least in part through application of the plurality of transformations to the target image.

Abstract: A digital medium environment includes an audio processing application that generates a user interface for editing audio data. Sound effects are displayed each with a single adjuster according to an ordered workflow based on a mix type of an audio clip, such as music, dialogue, etc. Adjustment of a single adjuster for a sound effect causes adjustment of multiple parameters of an effects processor underlying the sound effect. Furthermore, effects processors corresponding to selected sound effects are placed in an effects rack in a correct order, rather than in an order in which the sound effects are selected, thus correcting user mistakes. The techniques described herein allow users of varied skill levels to work on a same project, and provide a dynamic interface suitable to the user's skill level that also facilitates comparative testing with an audio effect disabled and subsequently enabled without dropouts in the rendered audio.

Abstract: In implementations of a service system to determine journeys based on companion relationship, a server computing device maintains event information about events associated with previous visitors within a designated geographic region, and a devices graph that correlates user identities with devices. A journey determination application can receive an indication that a mobile device has entered the designated geographic region, and correlate the mobile device to an identity of a user. A companion device that is associated with the mobile device can be determined based on companionship information identifying the association of the devices, and the companion device correlates to a companion. The journey determination application determines a journey based on a relationship of the companion to the user of the mobile device and based on the events associated with the previous visitors within the designated geographic region, the journey being designed to elicit a location-based visitor response from the user.

Abstract: View location metric generation and engagement attribution within an AR or VR environment are described. In one example, a system of a digital medium environment is configured to generate metric data describing viewed locations within an augmented or virtual reality environment. The system includes a log data collection module implemented at least partially in hardware of a computing device to collect log data from a plurality of user devices. The log data describes locations associated with an augmented or virtual reality environment and a viewing direction at corresponding locations. The system also includes a metric generation module implemented at least partially in hardware of the computing device to generate metric data describing viewed locations within the augmented or virtual reality environment by the plurality of user devices and an output module implemented at least partially in hardware of the computing device to output the generated metric data.

Abstract: Techniques and systems are described to support digital image processing through use of an image repository, e.g., a stock image database or other storage. In one example, a plurality of candidate digital images are obtained from an image repository based on a target digital image. A plurality of transformations are generated to be applied to the target digital image, each transformation based on a respective candidate digital image. Semantic information is employed as part of the transformations, e.g., blending, filtering, or alignment. A plurality of transformed target digital images are generated based at least in part through application of the plurality of transformations to the target image.

Abstract: Systems and methods disclosed herein provide drawing assistance to a user that improves the user's ability to draw accurate perspective drawings. In general, a drawing assistance system provides a homography that annotates guidelines over an image and connects lined features of the image to a corresponding vanishing point. More specifically, the homography provides a perspective grid to the user that assists the user in adding drawing strokes to a drawing using the proper perspective. In addition, the drawing assistance system can adjust a user's drawing stroke to properly align with a vanishing point. Further, in some embodiments, the drawing assistance system allows a user to add an asset into a drawing such that the asset is displayed in the proper perspective, even after a user moves the asset within a drawing.

Abstract: Techniques for providing information about large data sets may be provided. For example, a summary of the data sets and of patterns between the data sets may be presented. Traffic associated with a network-based resource that includes a number of documents may be an example of large data sets. The traffic may be analyzed and traffic patterns may be determined. A structure may be generated based on the traffic patterns and may use nodes to represent the documents. Further, a visualization of the structure may be presented. The visualization may include recursive clusters of the nodes, where the clusters may be labeled based on the respective clustered nodes.

Abstract: Techniques are disclosed for providing copy/paste support for web conference content. Methods and systems allow copy/paste operations in web conference sessions with multimedia content based on data extracted from conference content transmitted during the web conference. The web conference can connect clients for live sharing of documents, audio, video, applications such as web applications, and web pages. In one embodiment, a conference application can receive content from a first client participating in the web conference. The conference application can extract data items from the content. The conference application can store the extracted data items. The conference application can also receive, from a second client participating in the web conference, a selection of a portion of the conference content.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for caching during media content rendering. In one aspect, a method performed by data processing apparatus includes receiving a request to load a digital image object for rendering; generating a first object from the digital image object; and managing the first object in a cache memory using a management object that is added to and removed from the cache memory along with the first object. In another aspect, a system includes a display device; a computer storage medium containing a cache memory; and a processor programmed to manage caching of data objects to be rendered using management objects that are cached along with the data objects, where at least one of the management objects includes a reference to a corresponding data object and an interface through which release and restoration of the corresponding data object is effected.