Abstract: Methods, systems, computer program products for determining the source of activity during interaction with a user interface are provided. The method comprises selecting one or more input devices from a plurality of available input devices coupled to the user interface and receiving respective measurements for the selected one or more input devices. Based on the received respective measurements, respective feature vectors for the one or more input devices are generated and then inputted to a pre-defined regression model. Then, the source of activity is determined based on a result received from the regression model.

Abstract: Systems and methods for color selection are provided. A user device displays room types on a display, receives a room type selection indicating a particular room type, displays phrases having words associated with types of feelings, and receives a phrase selection indicating a particular phrase. The user device accesses a lookup table that associates the room types and phrase with paint colors such that each possible combination of room type and phrase is associated with a subset of paint colors. The user device determines the associated subset of paint colors in the lookup table for the combination of the particular room type and the particular phrase and displays the associated subset of paint colors as recommended paint colors for the combination of the particular room type and the particular phrase on the display of the user device.

Abstract: Method of creating shared AR session based on a gesture starts with server receiving observed motion data from first device associated with first user. First device generating observed motion data based on an analysis of data stream comprising images of second user performing a gesture. Second user being associated with second device. Server receiving from second device captured motion data that corresponds to the gesture. Captured motion data being recorded by a sensor included in second device. Server determines whether there is a match between observed motion data from first device and captured motion data from second device. In response to determining that there is the match, server generates shared AR session between first device and second device and causes shared AR session to be displayed by first device and second device. Other embodiments are described herein.

Abstract: A tool allows a user to create new designs for apparel and preview these designs before manufacture. Software and lasers are used in finishing apparel to produce a desired wear pattern or other design. Based on a laser input file with a pattern, a laser will burn the pattern onto apparel. With the tool, the user will be able to create, make changes, and view images of a design, in real time, before burning by a laser. Input to the tool includes fabric template images, laser input files, and damage input. The tool allows adding of tinting and adjusting of intensity and bright point. The user can also move, rotate, scale, and warp the image input.

Abstract: A method for visualizing and managing entities and connections between entities based on a graphical user interface (GUI) node editor includes constructing an entity datablock, wherein the entity datablock is a data structure describing an entity and comprises entity descriptive information, an entity category, an entity name, entity relationships, and an entity identifier. The method includes establishing the entity relationships as bi-directional relationships, wherein the bi-directional relationships link two disparate entities. The method further includes representing the entity datablock as a node and the bi-directional relationships as lines connecting two nodes, wherein the node comprises at least one of the entity descriptive information, the entity category, or the entity name.

Abstract: A computer system displays a first and second user interface object in a three-dimensional environment. The first and second user interface objects have a first and second spatial relationship to a first and second anchor position corresponding to a location of a user's hand in a physical environment, respectively. While displaying the first and second user interface objects in the three-dimensional environment, the computer system detects movement of the user's hand in the physical environment, corresponding to a translational movement and a rotational movement of the user's hand relative to a viewpoint, and in response, translates the first and second user interface objects relative to the viewpoint in accordance with the translational movement of the user's hand, and rotates the first user interface object relative to the viewpoint in accordance with the rotational movement of the user's hand without rotating the second user interface object.

Abstract: A device, system, and method are directed towards facilitating composing, editing, and displaying a message that includes text and graphics inline. An edit window provides a mechanism for editing the text inline. The message, including text and graphics, may be sent to a remote device. The remote device may display the message, and edit the text and graphics inline, and send a reply message to the original sender.

Abstract: A client device that includes a camera and an extended reality client application program is employed by a user in a physical space, such as an industrial or campus environment. The user aims the camera within the mobile device at a real-world asset, such as a computer system, classroom, or vehicle. The client device acquires a digital image via the camera and detects textual and/or pictorial content included in the acquired image that corresponds to one or more anchors. The client device queries a data intake and query system for asset content associated with the detected anchors. Upon receiving the asset content from the data intake and query system, the client device generates visualizations of the asset content and presents the visualizations via a display device.

Abstract: Systems and methods for generating a natural-language statement for a healthcare record are provided. A graphical user interface comprising a canvas region and a menu region is displayed, wherein menu region comprises a first set of one or more interactive graphical user interface menu objects configured to receive user inputs corresponding to medical information. Data is received representing a first user input comprising user interaction with one or more of the first set of menu objects, the first input indicating medical information for a patient. In accordance with the first user input, a natural-language statement is generated based on the medical information indicated by the first user input, and display of the canvas region is updated to display the natural-language statement.

Abstract: Input data associated with a machine learning model is classified into a plurality of clusters. A plurality of linear surrogate models are generated. One of the plurality of linear surrogate models corresponds to one of the plurality of clusters. A linear surrogate model is configured to output a corresponding prediction based on input data associated with a corresponding cluster. Prediction data associated with the machine learning model and prediction data associated with the plurality of linear surrogate models are outputted.

Abstract: At an electronic device with a touch-sensitive display, display a message transcript, where the message transcript includes at least one message from at least a first user. Determine, based at least in-part on the at least one message, a plurality of suggested one or more characters. Display, on the touch-sensitive display, the plurality of suggested one or more characters. Detect an input on the touch-sensitive display. Determine whether the input represents user selection of one of the plurality of suggested one or more characters. Display the selected one of the plurality of suggested one or more characters in the message transcript. Send the selected one or more characters to the first user.

Abstract: Techniques for media content view reporting for reward granting are described herein. In accordance with various embodiments, server(s) prepare a media content item embedded with multiple parts of a key, where the key is associated with proof of viewing the media content item at a client device during a playback session. The server(s) cause the client device to decode the media content item to obtain the multiple parts during the playback session. The server(s) also receive an indication of the client device having accumulated a set of the multiple parts as proof of viewing. The client device receives the parts embedded media content item and decodes the media content item during the playback session. The client device also extracts and accumulates the multiple parts. The client device additionally sends an indication indicating having accumulated a set of the multiple parts as proof of viewing.

Abstract: An information processing device includes a processor configured to operate an operation target according to a first operation mode on a basis of biological information about a user, and operate the operation target according to a second operation mode different from the first operation mode on a basis of the biological information about the user in a case where biological information about the user is being measured and the operation target is not operated according to the first operation mode on the basis of the biological information about the user for a predetermined time or longer.

Abstract: Features described herein generally relate to a graphical user interface that includes an insight hub and an insight carousel. In one example, a system can receive insights associated with transactions, generate an image carousel that includes slides populated with information associated with the insights, and generate another interface page that includes insight listings corresponding to multiple insights.

Abstract: The invention provides a method for evaluating a set of input data, the input data comprising at least one of: clinical data of a subject; genomic data of a subject; clinical data of a plurality of subjects; and genomic data of a plurality of subjects, using a deep learning algorithm. The method includes obtaining a set of input data, wherein the set of input data comprises raw data arranged into a plurality of data clusters and tuning the deep learning algorithm based on the plurality of data clusters. The deep learning algorithm comprises: an input layer; an output layer; and a plurality of hidden layers. The method further includes performing statistical clustering on the raw data using the deep learning algorithm, thereby generating statistical clusters and obtaining a marker from each statistical cluster. Finally, the set of input data is evaluated based on the markers to derive data of medical relevance in respect of the subject or subjects.

Abstract: In a threat management platform, a number of endpoints log events in an event data recorder. A local agent filters this data and feeds a filtered data stream to a central threat management facility. The central threat management facility can locally or globally tune filtering by local agents based on the current data stream, and can query local event data recorders for additional information where necessary or helpful in threat detection or forensic analysis. The central threat management facility also stores and deploys a number of security tools such as a web-based user interface supported by machine learning models to identify potential threats requiring human intervention and other models to provide human-readable context for evaluating potential threats.

Abstract: Networking is one of the key aspects of events, but virtual events pose a huge limitation, as attendees don't really get an opportunity to have one on one discussions with each another. The users of current video calling solutions unsuccessfully trying to extend the use of these products to casual social get together and the current video calling solutions that have no dimension of space and are not tailored to emulate the dynamics of real-life social settings. The current invention belongs broadly to natural communication flow in video call solutions, highly interactive, aiming to create as similar an experience as possible to their physical counterparts.

Abstract: A computer-implemented method for dynamic, data-driven consolidation of user interface interactions requesting roadside assistance. The method includes identifying a data objective requiring user data, accessing user data, and determining whether the user data satisfies a confidence threshold. Based at least in part on the confidence threshold determination, one of a first data objective representation and a second data objective representation is displayed. A request for roadside assistance—following satisfaction of the confidence threshold—is also issued.

Abstract: An n-steps-ahead value of time-series data is estimated by a prediction model configured to output a sum of discounted m-th order differences of adjacent time steps at each time step, wherein an m-th order difference at a corresponding time step is discounted by using a discount factor such that an m-th order difference discount increases as a time step of the m-th order difference increases.

Abstract: Methods, systems, and computer-readable media related to a technique for providing handwriting input functionality on a user device. A handwriting recognition module is trained to have a repertoire comprising multiple non-overlapping scripts and capable of recognizing tens of thousands of characters using a single handwriting recognition model. The handwriting input module provides real-time, stroke-order and stroke-direction independent handwriting recognition for multi-character handwriting input. In particular, real-time, stroke-order and stroke-direction independent handwriting recognition is provided for multi-character, or sentence level Chinese handwriting recognition. User interfaces for providing the handwriting input functionality are also disclosed.