Abstract: Disclosed is a platform that manages worker users in a temporary staffing environment via an artificial machine learning model. The temporary staffing platform matches available workers to available shifts/gigs. Additional features include generating provisional or near-miss matches and informing workers how to turn those near-misses into full matches, plotting a gig-career path to develop additional skills, gamify development, and automatically generate resumes. The platform generates a set of skill tags associated with each shift/gig performed by the user. Designing of resume text files by the artificial machine learning model includes procedurally generated descriptions of experience the a user has based on the recording of each shift/gig performed by the user and the skill tags associated with each recorded shift/gig, wherein a format of the resume text file is formulated by the artificial machine learning model evaluating a mix of skill tags and employers amassed by the user.

Abstract: Machine learning, artificial intelligence, and other computer-implemented methods are used to identify various semantically important chunks in documents, automatically label them with appropriate datatypes and semantic roles, and use this enhanced information to assist authors and to support downstream processes. Chunk locations, datatypes, and semantic roles can often be automatically determined from what is here called “context”, to wit, the combination of their formatting, structure, and content; those of adjacent or nearby content; overall patterns of occurrence in a document, and similarities of all these things across documents (mainly but not exclusively among documents in the same document set).

Abstract: The present disclosure relates to digital experience development platforms and, more particularly, one or more components, systems and methods thereof of an intelligent digital experience development platform (IDXDP) configured to assist different users in the development, design and deployment of digital applications. A computer-implemented method comprises: determining, by a computing device, that each of a plurality of users of an integrated development environment (IDE) has a common question about performing a task in the IDE; determining, by the computing device, that a community-accepted answer exists to the common question about performing the task in the IDE; and updating support documentation for the IDE based on the community-accepted answer to the common question about performing the task in the IDE.

Abstract: A gesture access system includes a mobile device having a processor, an electronic storage medium, an environment detector system, and a software-based application. The application is stored in the storage medium and executed by the processor for generating a determination that a user of the mobile device has performed an intentional motion indicative of an intent to gain access. The environment detector system is adapted to generate and output information relative to a location of the mobile device with respect to the user and to the processor to assist in the determination.

Abstract: The present invention relates to annotating a medical image. For an improved manual insertion of information in a medical image, it is provided to display an image (130) of a tubular structure; and to display a graphical representation (132) of at least one segmented portion of the tubular structure; wherein the graphical representation comprises at least one indicator line representing the portion's shape and/or extension; and wherein the graphical representation is displayed in combination with the image of the tubular structure; and to generate and display at least one marker (128) overlaid to the image of the tubular structure; wherein the marker is movable (134) along the graphical representation; and to position the marker at a location along the graphical representation to indicate a predetermined feature of the tubular structure.

Abstract: Identification of an electronic communication containing specific information is provided. Content of the electronic communication may be evaluated by a machine-learning model, and based on an evaluation of the content, it may be determined that the electronic communication contains the specific information. The electronic communication may be tagged with tag information indicating that the electronic communication contains the specific information, and transmission of the electronic communication may be blocked based on the tag information.

Abstract: Embodiments relate to a document parser module that can receive a document template from a producing entity, parse the template, and generate a mapping between the template and identifiers of the transaction entity. Using the mapping and parsed information, a document generator module may generate a document that includes the required identifier data and meets the submission standards of the producing entity. A configuration file may be saved so that a document can be generated and submitted every reporting period with little or no additional modification by the transaction entity.

Abstract: Disclosed is a platform that manages worker users in a temporary staffing environment via an artificial machine learning model. The temporary staffing platform matches available workers to available shifts/gigs. Additional features include generating provisional or near-miss matches and informing workers how to turn those near-misses into full matches, plotting a gig-career path to develop additional skills, gamify development, and automatically generate resumes. The platform generates a set of skill tags associated with each shift/gig performed by the user. Designing of resume text files by the artificial machine learning model includes procedurally generated descriptions of experience the a user has based on the recording of each shift/gig performed by the user and the skill tags associated with each recorded shift/gig, wherein a format of the resume text file is formulated by the artificial machine learning model evaluating a mix of skill tags and employers amassed by the user.

Abstract: Systems and methods for replacing a hyperlink to a referenced object with a smart link are disclosed. The method performed by a smart link management system includes receiving a content request for the hyperlink from a client device, the content request comprising a uniform resource locator (URL) of the referenced object, the URL indicating the location of the content; identifying a data source where the referenced object is located based on the URL; forwarding the content request to the data source; receiving metadata corresponding to the referenced object hosted by the data source; and forwarding the metadata to the client device for display on the client device in the form of a smart link, the smart link being a visual object including at least a portion of the metadata received from the data source.

Abstract: Disclosed are technologies for previewing a webpage. A first request comprising a first content layout for the webpage and indicia of one or more first device characteristics corresponding to emulation in a webpage preview may be received. A plurality of first style rules may be generated that may include an indication that at least one of the one or more content items is hidden based on the received indicia of one or more first device characteristics. A user designation regarding a preview status of the at least one hidden content item may be received. A preview of the webpage based on the plurality of first style rules may be rendered. The preview may identify the at least one hidden content item in the preview of the webpage if the preview status is positive, or exclude that content item in the preview if the preview status is negative.

Abstract: In some embodiments, a data visualization system detects insights from a dataset and computes insight scores for respective insights. The data visualization system further computes insight type scores, from the insight scores, for insight types in the detected insights. The data visualization system determines a selected insight type for the dataset having a higher insight type score than unselected insight types and determines, for the selected insight type, a set of selected insights that have higher insight scores than unselected insights. The data visualization system determines insight visualizations for the set of selected insights and generates, for inclusion in a user interface of the data visualization system, selectable interface elements configured for invoking an editing tool for updating the determined insight visualizations from the dataset. The selectable interface elements are arranged in the user interface according to the insight scores of the set of selected insights.

Abstract: This disclosure involves selecting and applying font features to improve the layout of text. For example, a computing system receives initial text. The computing system calculates an improvement metric representing a layout improvement of a font feature applied to the initial text. The font feature includes replacing a first glyph with a second glyph. The font feature, when applied to the initial text, may result in a layout improvement, which can be quantified using the improvement metric. Based on the calculated improvement metric, the computing system applies the font feature to the initial text to generate updated text. The computing system generates, for display on a display device, the updated text.

Abstract: The present disclosure is directed towards systems and methods for extracting structure and headers from a body of text. This computational extraction is based on the visual and logical similarities between portions of text. Structure is derived from a programmatic and methodic computation of similarities between header pairs.

Abstract: A method, apparatus, and system for data processing to support real-time equivalent user interaction generation is described. To support real-time equivalent user interaction generation, a user's interactions with a first user interface of an application at a first user device are identified, the identified user's interactions with the first user interface of the application at the first user device may be converted into equivalent user interactions with a second user interface of the application based at least in part on a configuration of the second user interface of the application at a second user device, and the equivalent user interactions with the second user interface of the application at the second user device may be implemented, wherein the configuration of the second user interface of the application at the second user device and a configuration of the first user interface of the application at the first user device are different.

Abstract: In implementations of systems for generating snap guides relative to glyphs of editable text rendered in a user interface using a font, a computing device implements a snap guide system to receive input data describing a position of a cursor relative to the glyphs of the editable text in the user interface. The glyphs of the editable text are enclosed within a bounding box having a height that is less than a height of an em-box of the font. The snap guide system generates a first group of snap guides for the glyphs of the editable text which includes a snap guide for each side of the bounding box and a snap guide for an x-height of the font. The snap guide system generates an indication of a particular snap guide of the first group of snap guides for display in the user interface based on the position of the cursor.

Abstract: Methods and systems for compact presentation of automatically summarized information according to rule-based graphically represented information. One of the methods includes obtaining, via a user accessible user interface, a request for uploaded textual information to be analyzed. Ontology information is accessed based on an indicated type associated with the textual information, and ontology information for the type. The ontology information specifies nodes, with the nodes causing the server system to extract values for textual expressions defined by the nodes, and relational information between the nodes, with the relational information indicating links between textual expressions. The textual information is parsed based on the ontology information. The parsing causes traversal of the nodes and extraction of values from associated textual expressions based on the textual information. Values are obtained based on the parsing, with the values being utilized as summary information.

Abstract: A device displays a chart representing data from a dataset. The chart has a first region displaying labels corresponding to data values of a first data field, a second region displaying labels corresponding to data values of a second data field, and a third region displaying visual marks representing aggregated data corresponding to pairs of data values from the first and second data fields. In response to a user input, the device removes visual marks from the chart. When the input location is the first region, the device removes visual marks in the first chart corresponding to a first data value of the first data field. When the input location is the second region, the device removes visual marks corresponding to a second data value of the second data field. Otherwise, the device removes only one visual mark. This updates the displayed chart.

Abstract: An image processing apparatus includes: a controller configured to: control a reader to read an image on a reading medium; determine whether a preview image corresponding to the read image is to be displayed on a display, based on a setting value for a setting item, reading-obtained information, or the setting value and the reading-obtained information, in a case where the controller determines that the preview image is to be displayed, control the display to display the preview image, and execute a particular processing based on obtained read-image data in a case where a processing instruction is input after the preview image is displayed; and in a case where the controller determines that the preview image is not to be displayed, execute the particular processing based on the read-image data without displaying the preview image.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for identifying a target value in a data set are presented. A request for a first target value in a data array may be received, wherein the request comprises first reference value. The data array may comprise a plurality of values and a plurality of value types included in one or more tables in a computer-implemented spreadsheet application. An index comprising a plurality of sorted reference numbers corresponding to a plurality of values in the data array may be generated based on the request. The index may be searched, and based at least on the search, the first reference value may be identified. In additional examples, the index may be cached and utilized to process additional target value requests that reference an overlapping range value with the first request.

Abstract: Methods, systems, and computer-readable medium are disclosed for presenting web application content. For example, a computer-readable medium may include instructions executable by one or more processors to perform operations including: executing a parent application using a web browser, the parent application being a single page application configured to display a web page element in the web browser; identifying a child application requested by a user action; obtaining, from a server system, child application code of the identified child application, the child application code defining a micro-frontend in a first programming language; transpiling the child application code from the first programming language to a second programming language executable by the web browser, to obtain a transpiled child application code renderable by the web browser; and rendering the transpiled child application code so that the micro-frontend is displayed in the web browser.