Abstract: Systems and methods of the present technology generally provide computer implemented assistance for data summary, including organizing and generating a summary of data selected from source documents. User-identified information may be selected from one or more source documents at a user device, in response to which a unique identifier selection box may be displayed at the user device. A unique identifier may be selected from the unique identifier selection box. A first data set and/or a request for generation of a summary set may be sent to a system server via a communication link, the first data set may include the unique identifier and the user-identified information. The user device may then receive a generated summary via the communication link and may display the summary.

Abstract: Systems and methods are provided for displaying and interacting with multiple open views in a mobile environment. An example method can include displaying content for a first web page in a first pane in a maximized state on a mobile device, receiving a touch input on a navigation control associated with the first pane, and responsive to receiving the touch input, displaying a second web page in a second pane on the mobile device, the second pane being in a minimized state in a dock area. The dock area can overlay the first pane in the maximized state and the minimized state of the second pane can display a smaller version of the second web page than the second pane in a maximized state. In some examples the second web page updates content in parallel with the first web page.

Abstract: The present disclosure relates to systems, devices, and methods for a visual exploration of search engine results. The systems, devices, and methods may present, in response to receiving the search engine results for a query to perform a task, a search result webpage with a cascading waterfall layout that includes a plurality of images from a plurality of webpages included in the search results. The search result webpage may also present, adjacent to the plurality of images, structured data corresponding to a selected image from the plurality of images where the structured data includes details from the webpage to complete the task.

Abstract: A system and associated methodology for predictive construction cost estimation. Path data, extracted from a vector-based data source, is decoded and correlated into a point-map-to-line-segment array providing the ability to predictively snap a cursor on a user interface to points and/or line segments illustrated in the vector-based data source. Once identified and committed to by the user, the invention thereafter links additional snapped points/line segments/polylines enabling the user to quickly and efficient move throughout the data source crating a timely and accurate construction estimation.

Abstract: One embodiment of the invention provides a method of training a chatbot. The method comprises identifying one or more chat logs that exhibit a trait. The method further comprises identifying one or more labels associated with the trait based on the one or more chat logs. The method further comprises training the chatbot to generate a response that models the trait based on the one or more chat logs. The method further comprises labeling the chatbot with the one or more labels.

Abstract: Learning content management systems and processes are described that enable a user to independently define or select learning content, frameworks, styles, and/or protocols. The frameworks may be configured to specify a flow or an order of presentation to a learner with respect to a learning content presentation. The style definition may define an appearance of learning content. At least partly in response to a publishing instruction, the received learning content and the received framework definition are merged and then rendered in accordance with the defined style. The rendered merged learning content and framework definition are packaged in accordance with the defined/selected protocol to provide a published learning document.

Abstract: Systems and methods of the present technology generally provide computer implemented assistance for data summary, including organizing and generating a summary of data selected form source documents. In accordance with the present technology, a user identifies a subset of information from one or more source documents, assigns an identifier to the user-identified information, and may add custom information. The user can repeat the identification and assignment steps using multiple source documents, as many times as desired. The system then analyzes and prioritizes the user-identified information and any custom information, and generates a formatted summary.

Abstract: In some embodiments, an electronic device presents representations of items of content available for playback on the electronic device. The representations are optionally presented in a horizontally-scrollable row. In response to a user input to horizontally scroll the row of representations, in some embodiments, the electronic device presents an animation of moving a cropping frame/border between respective representations to scroll the presented representations. In some embodiments, an electronic device presents representations of auxiliary content related to an item of content in a product page user interface of the item of content. In some embodiments, an electronic device presents representations of items of content in accordance with content consumption history of the user account. In some embodiments, an electronic device presents representations of bonus content items associated with a series of episodic content.

Abstract: Systems, methods and/or computer program products for automating evaluations of code deliveries for software projects. Automated evaluations are generated by selecting software projects and dividing a project into a plurality of code blocks by analyzing the code, build file and build log. Attributes of code blocks are extracted and correlations between code blocks are calculated. Dynamic distance between code blocks is calculated by the correlation and code delivery history, to create a Dynamic General Distance Map and Dynamic User Distance Map for the code blocks. Code delivery distance indicating the code delivery behavior is generated by the Dynamic User Distance Map while the delivery assessment criteria is generated to evaluate code delivery and assess levels of risk associated with delivery of the code. High-level risk indicates that a code delivery may not follow best practices and users are alerted to pay more attention to the code delivery during review.

Abstract: Methods, systems, and computer-readable medium for a visual file manager are described. For example, operation of a visual file manager on a graphical user interface (GUI) of a computer system is described in which folder(s) in a folder hierarchy of the computer system is/are graphically represented by master panel(s) of the visual file manager, and contents of the folder(s) being configured to be individually and graphically modified within the master panel(s) as a plurality of icons. For example, the visual file manager may receive and execute a request to configure a layout of the plurality of icons in a panel, and subsequently receive and execute a request to adjust a size of the panel. The visual file manager may execute the request to adjust the size of the panel by adjusting a grid system of the panel such that the layout of the plurality of icons is not changed.

Abstract: A machine learning and fractal analysis process for classifying human or animal motion, including the classification of patterns generated by human or animal motion in order to assess the quality of athletic performance, artistic performance, form, or other quality of motion.

Abstract: A clothing management apparatus may include a display and a processor to, based on a state of a garment in an image of the garment, determine a management necessity of the garment, based on the management necessity, determine a management completeness that is expected when the garment is managed according to a management mode among a plurality of management modes, based on the management completeness, generate an expected image of the garment when the garment is managed according to the management mode, and control the display to display the expected image to a user.

Abstract: A computing device is described which has a memory storing text input by a user. The computing device has a processor which is configured to send the text to a prediction engine having been trained to predict images from text. The processor is configured to receive from the prediction engine, in response to the sent text, a plurality of predictions, each prediction comprising an image predicted as being relevant to the text. The processor is configured to insert a plurality of the images into the text on the basis of criteria comprising one or more of: ranks of the predictions, categories of the images, rules associated with one or more of the images, user input, a trigger word. The processor is configured to insert the plurality of images into the text sequentially, in an order corresponding to ranks of the predictions.

Abstract: Embodiments of the present invention provide a computer system a computer program product, and a computer implemented method. Embodiments of the present invention can identify at least one user in a plurality of users using a plurality of indicative markers. Embodiments of the present invention can then dynamically analyze input data stored on a computing device associated with the identified user and generate an automated personalized walkthrough by tailoring a plurality of steps within the input data to the at least one identified user. Certain embodiments of the present invention can then, in response to generating the automated personalized walkthrough, generate an automated personalized tutorial by aggregating the generated walkthrough and the at least one identified user based on a predetermined threshold of assessment.

Abstract: Systems and methods for generating personalized navigation menus are disclosed. For example, the system may include one or more memory units storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include receiving account data associated with a plurality of accounts and receiving navigation menu data associated with the accounts. The operations may include training a model based on the account data and the navigation menu data. The operations may include receiving a request associated with a user and receiving user account data associated with the user. The operations may include generating, using the model, a navigation menu based on the request and the user account data. The operations may include providing the navigation menu.

Abstract: A digital asset is represented and verified as a set of related digital asset or other content objects. Related metadata is stored on an immutable distributed ledger separately from the content objects themselves. For example, a transaction object includes metadata such as identifiers for two or more content objects, fingerprints for the content objects. The content objects may be stored in a local or cloud object repository. Validation of a later identified content object may include determining a fingerprint for the later identified content object, mapping that fingerprint to an address within the immutable distributed ledger to retrieve metadata previously mapped, and comparing the two fingerprints. Visual validation may be provided when the first and second fingerprints match, such as by displaying a positive icon adjacent the later identified object.

Abstract: A group study system is described. The group study system allows for students to form study groups with other students in the same class or related classes by utilizing various technologies that make such a system possible. The system provides for an anonymous creation of the study sessions and maintains the anonymity until all students joining the study session participate in the study session. These sessions can be in person and virtual. Hybrid and virtual sessions are becoming more and more important with the increasing presence of online education. This system harnesses technology in an innovative way to do something that was not possible years ago by enabling students to gather in a learning environment with other students who previously did not know each other. Additionally, the system operates to allow crowd sourcing of data for the input of exam data, including date and time of the exam in order to automatically extend exam reminders.

Abstract: Disclosed herein are systems and methods for generating and delivering extended reality content, such as augmented reality, mixed reality, and virtual reality, to physical, electronic, and audio media using deep learning algorithms, dynamic differential programming, and application programming interfaces. Such media can include, for example, printed books, electronic books, and audiobooks that can be prompted from a physical electronic device for immersive recyclable digital media utilization.

Abstract: A computer implemented method of creating essays on a computer device is provided, comprising: storing, in a memory storage device in the computer device, one or more files; creating, in an essay drafting software application, a first split screen workspace graphical user interface (GUI), wherein the first split screen workspace GUI includes an essay viewing area and a file viewing area; adding the one or more files to the file viewing area of the first split screen workspace GUI; adding one or more text pages to the essay viewing area of the first split screen workspace GUI; entering text to a first of the one or more text pages using a text editor software application; accessing a first file of the one or more files in the file viewing area of the first split screen workspace GUI through a keystroke performed on one or more keys on a keyboard, wherein the keyboard is adapted to operate as a data and command interface with the computer device and the essay drafting software application; and copying informati

Abstract: A clothing management apparatus may include a display and a processor to, based on a state of a garment in an image of the garment, determine a management necessity of the garment, based on the management necessity, determine a management completeness that is expected when the garment is managed according to a management mode among a plurality of management modes, based on the management completeness, generate an expected image of the garment when the garment is managed according to the management mode, and control the display to display the expected image to a user.