Abstract: The disclosed embodiments provide a system that facilitates use of an application on an electronic device. During operation, the system obtains a first metadata definition containing a mapping of view components in a user interface of the application to a set of attribute-specific types associated with an attribute of the electronic device, and a second metadata definition containing a set of rules for binding the attribute-specific types to a set of platform-specific user-interface elements for a platform of the electronic device. Next, the system generates a view for display in the user interface by applying, based on the attribute and the platform, the first and second metadata definitions to content describing the view to select one or more platform-specific user-interface elements for rendering one or more of the view components in the content. The system then instantiates the platform-specific user-interface element(s) to render the view component(s).

Abstract: Systems, methods, devices and non-transitory, computer-readable storage mediums are disclosed for a wearable multimedia device and cloud computing platform with an application ecosystem for processing multimedia data captured by the wearable multimedia device. In an embodiment, a wearable multimedia device projects a virtual interface (VI) on a surface using a laser projector. The VI includes a first user interface element and a second user interface element partially overlapping the first user interface element. The device detects, based on sensor data from at least one of a camera or a depth sensor of the wearable multimedia device, that a user has positioned a finger in proximity with the first user interface element. In response, the device modifies a visual characteristic of at least one of the first user interface element or the second user interface element.

Abstract: Methods, systems and computer program products for recommendation systems. Embodiments commence by gathering a set of pathnames that refer to content objects of a collaboration system. A tokenizer converts at least some of the pathnames into vectors. The vectors comprise hierarchical path components such as folder names or file names, which vectors are labeled with an indication as to whether or not the folder or file referred to in a particular vector had been clicked on by one or more users. Some portion of the labeled vectors are used to train a predictive model. Another portion of the vectors are used to validate the predictive model. When the model exhibits sufficient precision and recall, the predictive model is then used to predict the probability that a particular user would have an interest in a particular folder or file. The folder name or file name is presented as a collaboration recommendation.

Abstract: Techniques are disclosed herein for improving the accuracy of test data obtained outside of a clinical setting. Using the technologies described herein, different techniques can be utilized to analyze, score and adjust test data associated with one or more “at home” tests. In some examples, computing systems are utilized to generate quality scores indicating the accuracy of the test data associated with a particular biomarker. In other examples, an authorized user, such as a data manager can analyze the test data utilizing a user interface to generate scores and/or adjust the test data.

Abstract: Systems and methods for sharing data streams in a virtual collaboration room. The method includes receiving a user video data stream from a user device for display to one or more other participants in the virtual collaboration environment and receiving a user screen sharing data stream from the user device for display to the one or more other participants in the collaboration environment. The method further includes providing a participant video data stream and a participant screen sharing data stream associated with each participant of the one or more other participants in the collaboration environment to the user device, the data streams associated with each participant configured for simultaneous display with each other participant data stream at the user device and simultaneous display with the user video data stream and the user screen sharing data stream to the one or more other participants.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for performing natural language processing on a clinical note or audio information associated with medical personnel. A computer-implemented method performed by one or more processors for populating a graphical user interface with data associated with a voice input. The method may include receiving a voice input, generating a first text based on the voice input, comparing the text against a computer model, identifying a data field in the text, selecting a form field based on the identified data field, extracting a second text based on the generated text, and populating the second text in the selected form field.

Abstract: Embodiments of the present invention are directed to enhancing extraction rules utilizing user feedback. In embodiments, a set of extraction rules relevant to an event set are provided for display. Thereafter, a selection of an extraction rule is received and, in response, a set of events matching the selected extraction rule is provided for display. A modification, for example provided by a user, in association with the extraction rule or the set of events is received. Such a modification is then used (e.g., via machine learning) to enhance extraction rules available for performing subsequent data extraction.

Abstract: An audio stream is subjected to speech-to-text processing in order to obtain a textual representation of the audio stream. Hierarchical topic extraction is performed on the textual representation to obtain a multi-level hierarchical topic representation of the textual representation. A user interface actuator is generated, which allows a user to search through the audio stream. Different levels of the multi-level hierarchical topic representation are displayed to the user, based upon the speed of actuation of the user interface actuator.

Abstract: A computer system while displaying an augmented reality environment, concurrently displays: a representation of at least a portion of a field of view of one or more cameras that includes a physical object, and a virtual user interface object at a location in the representation of the field of view, where the location is determined based on the respective physical object in the field of view. While displaying the augmented reality environment, in response to detecting an input that changes a virtual environment setting for the augmented reality environment, the computer system adjusts an appearance of the virtual user interface object in accordance with the change made to the virtual environment setting and applies to at least a portion of the representation of the field of view a filter selected based on the change made to the virtual environment setting.

Abstract: Provided herein are method, apparatus, and computer program products for facilitating a learning user interface. The interface may be presented as a plurality of dynamic icons representing a plurality of items. The plurality of dynamic icons may include at least one suggested dynamic icon representing at least one suggested item of the plurality of items and at least one secondary dynamic icon representing a secondary item of the plurality of items. The interface may be facilitated by determining, via a processor, a visual bias for the at least one suggested dynamic icon relative to the at least one secondary dynamic icon. The interface may be facilitated by applying the visual bias, via the interface, to the at least one suggested dynamic icon.

Abstract: A computer-implemented method includes displaying first content within an interface of a group-based communication channel of a group-based communication platform on a first user device associated with a member of the group-based communication channel; receiving a request from the first user device to share the first content outside of the group-based communication platform; in response to the request from the first user device, generating a link to the first content for sharing outside of the group-based communication platform; receiving a request to view the first content from a second user device, wherein the request to view the first content originated outside of the group-based communication platform and is associated with the link; and displaying the first content on the second user device.

Abstract: An electronic device with one or more processors and memory, and in communication with a display and an audio system presents, under control of the electronic device, via the audio system, a first audio output, the first audio output having a volume and an audio property other than volume (e.g., a reverberation time, a low-pass filter cutoff, or a stereo balance). While the audio system presents a first audio output, the device receives an input that corresponds to a request to present a second audio output, and in response, the device concurrently presents, via the audio system, an adjusted version of the first audio output in which the audio property other than volume of the first audio output has been adjusted and the second audio output.

Abstract: Systems and methods for generating a multi-view report in a content management system. A number of report views may be defined and a report type may be configured. The report type configuration may define the report views to be included, the field the report views match on, and how the report views should be joined. The multi-view report is generated according to the report type configuration.

Abstract: An information processing apparatus includes a processor configured to: acquire user data posted in a chat room participated by multiple users; and with multiple display forms changed, display association information that associates at least one piece of information of the user data or response information responsive to the user data with a user having posted the user data and posting time of the user data.

Abstract: Interactive editing of a web application at a user end station is described. The user end station dynamically loads into a running instance of the web application an interactive editor that allows editing of one or more user interface (UI) components of that running instance of the web application. A selection of a DOM element of the web application is received and a UI component that corresponds to the selected DOM element is determined. A set of parameters associated with the determined UI component is also determined. A value editor is displayed that is configured to display for at least one of the set of parameters a value and allows for that value to be modified. A modification of at least the value of the at least one of the set of parameters is received and the running instance of the web application is updated to reflect the modified value.

Abstract: Embodiments of the present disclosure include systems and methods for determining and managing social interaction options for social connections such as, for example, friendships in a social networking environment. In one embodiment, users of a social network are provided with more granularity in controlling the social interactions associated with individual social connections. The social connections can be a connection between two of more users of a social networking environment.

Abstract: A video playlist associated with a set of videos is distinguished in a graphical user interface using a dynamic thumbnail to represent the playlist. The dynamic thumbnail comprises a static portion comprising a first image associated with the set of videos and a dynamic portion comprising one or more second images associated with the set of videos. An image provided in the dynamic portion is configured to change while the first image remains the same in response to a shift in the graphical user interface that results in a change in position of the thumbnail about the user graphical user interface.

Abstract: The present disclosure relates to processing operations configured to improve data provisioning for management of access to and usage of domain-specific data through a software data platform. Processing described herein provides technical advantages, provided through a software data platform, that enable a user (e.g., an administrator) of an organization to more easily integrate and manage domain-specific data within a software data platform. For instance, a graphical user interface (GUI) of a software data platform is configured to provide a user (e.g., administrative user) with control over provisioning of their data (e.g., education data) including bulk provisioning options to manage utilization and sharing of data via a software data platform. Provisioning management may comprise control over sharing permissions of domain-specific data with vendors (e.g.

Abstract: Methods and apparatus for examining digital forensic data using a viewer computer. Forensic data collections are provided to the viewer computer, which can format the data artifacts according to a variety of display types and presentation formats, to facilitate review and reporting by a user. The display types and presentation formats also enable the user to easily switch between a source location view and a related artifacts view.

Abstract: Method and apparatus for predicting an action to be taken by a user of a mobile device, comprising: generating a machine learning (ML) model using historical training data comprising (a) output training data that includes a scheduled action on a calendar and (b) input training data comprising historical usage data of the mobile device by the user; receiving real-time usage data of the mobile device, the real-time usage data indicating at least one of (a) an emotional state of the user, wherein the emotional state is indicative of autism spectrum disorder, or (b) indicators of the environment of the user; and evaluating data comprising the real-time usage data of the mobile device using the ML model to output a suggested action to be performed by the user, wherein the suggested action mitigates a negative impact on the user of a symptom of the autism spectrum disorder.