Abstract: Provided are a computer program product, system, and method for classifying text to determine a goal type used to select machine learning algorithm outcomes. Natural language processing of text is performed to determine features in the text and their relationships. A classifier classifies the text based on the relationships and features to determine a goal type. The determined features and relationships from the text are inputted into a plurality of different machine learning algorithms to generate outcomes. For each of the machine learning algorithms, a determination is made of performance measurements resulting from the machine learning algorithms generating the outcomes. A determination is made of at least one machine learning algorithm having performance measurements that are highly correlated to the determined goal type. An outcome is determined from at least one of the outcomes.

Abstract: Various embodiments of the present invention are directed to an improved group-based communication apparatus that is configured to render suggested graphical objects within a group-based communication interface. The group-based communication apparatus is configured to determine a ranking for a group-defined graphical object set based a user identifier. In response to receiving graphical object interface requests or messaging communication provision requests, the group-based apparatus is configured to determine at least one suggested graphical object based on the ranking and cause rendering of the at least one graphical object to a graphical object selection interface.

Abstract: Provided are a computer program product, system, and method for classifying text to determine a goal type used to select machine learning algorithm outcomes. Natural language processing of text is performed to determine features in the text and their relationships. A classifier classifies the text based on the relationships and features to determine a goal type. The determined features and relationships from the text are inputted into a plurality of different machine learning algorithms to generate outcomes. For each of the machine learning algorithms, a determination is made of performance measurements resulting from the machine learning algorithms generating the outcomes. A determination is made of at least one machine learning algorithm having performance measurements that are highly correlated to the determined goal type. An outcome is determined from at least one of the outcomes.

Abstract: Users of a database management engine may generate fillable digital documents by mapping interface elements onto form documents. When a user maps interface elements onto a form document, the user may accidentally overlap two or more interface elements. To rectify this, the database management engine may modify the position of one of interface elements based on a set of positioning rules. In addition, the database management engine may identify and suggest mappings to users based on similar documents that have been previously mapped. The database management engine identifies similar documents using information about the document, the user, and the mapping itself. The mapping associated with the most similar document may be provided to the user as a suggested mapping. The database management engine converts the form document and finalized mapping into a fillable digital document. The fillable digital document is sent to recipients, who complete the fillable digital document.

Abstract: Systems, methods, and computer readable medium are provided that relates to the field electronic slide presentation applications. Improvements to add new features and functionality in that field are illustratively described. In some embodiments, an automated feature is provided that generates high-quality presentation slides from source content. Other features are contemplated including features related to security, GUIs, smart templates, and others.

Abstract: The system can using a bot to periodically visit one or more dynamically-generated webpages of a website and to automatically retrieve HTML code for the one or more dynamically-generated webpages of the website. The system can further include automatically storing, in a content delivery computer, the HTML code for the one or more dynamically-generated webpages, wherein automatically storing the HTML code transforms the one or more dynamically-generated webpages from a dynamic content format into a static content format such that the one or more dynamically-generated webpages are transformed into one or more pre-rendered webpages. Further, the system can automatically transmit from the content delivery computer for display on a computing device of the user, the HTML code as a pre-rendered webpage in real-time. Other embodiments are disclosed.

Abstract: Systems, devices, methods and other techniques for assessing data leakage risks in a computing environment. A computing system receives interaction data and query data for a party. The system determines dimension combinations represented in the interaction data and identifies, for each query described in the query data, each dimension combination that appears in a result to the query. The system generates, for each dimension combination, a query membership tag that identifies each query for which the dimension combination appears in a result to the query. The system determines, for each unique query membership tag, a count of a number of entities that are associated in the interaction data with any interaction having a dimension combination that corresponds to the query membership tag. The system assesses a data leakage risk for the party based on the counts for one or more unique query membership tags.

Abstract: Aspects of the disclosure relate to processing systems for performing just-in-time front end template generation using a logical DOM. A computing device may receive, from a web server host platform, an HTML page with a DOM structure. The computing device may parse the DOM structure to generate a logical DOM, which may include a key value store identifying dynamic elements to be updated based on data received from a data source different from the web server host platform. The computing device may receive, from a data source computer system, source data. The computing device may modify the logical DOM, based on the source data, by replacing the dynamic elements with corresponding values from the source data. This may produce a first updated real DOM. The computing device may render a first graphical user interface based on the first updated real DOM, and may display the first graphical user interface.

Abstract: Receive a user request to perform a service request associated with user data. Select, based on the user request, a first service provider interface (SPI) integrated into a first service, the first SPI being configured to obtain and buffer the user data from a datastore associated with the first service into a first buffer of the first SPI. Obtain, by the first SPI, a first page of records of the user data from the datastore. Buffer, by the first SPI, the first page of records in the first buffer of the first SPI as the records of the first page of records are being obtained from the datastore. Provide, by the first SPI, the first page of records to a central controller engine. Store, by the central controller engine, the first page of records. Provide the first page of records to a user.

Abstract: A webpage content self-protection method includes: running a set of webpage elements of at least one webpage through a browser, wherein at least one portion of webpage elements within the set of webpage elements includes webpage contents of the aforementioned at least one webpage; monitoring a target webpage element within the set of webpage elements to determine whether any content variation event associated to the target webpage element occurs; when the content variation event occurs, storing previous data of the target webpage element, and generating a first password, wherein the first password is a one-time password; trying extracting a second password from the target webpage element, in order to perform password verification; and when failure of extracting the second password occurs or the first password and the second password are different from each other, recovering the target webpage element according to the previous data. An associated server is also provided.

Abstract: Systems and methods are validating data in a data set. A data set including data to validate and a validator to use in validating the data is selected based on user input generated based on interactions of a user with a graphical user interface. The validator is applied to the data to determine whether one or more statistics generated through application of the validator to the data is valid or invalid based on a validation routine associated with the validator. A data quality report indicating whether the data set is valid or invalid, based on a determination of whether the one or more statistics is valid or invalid, is generated and selectively presented to the user through the graphical user interface.

Abstract: A collaborative document creation platform stores documents. Each document is associated with two or more distinct teams, and each team has multiple users. The platform enables users of teams associated with each document to modify the document. The platform includes a local comment affordance, which enables a user of a first team associated with a document to insert local comments, distinct from text of the document. The local comments are restricted for review only by users of the first team. The platform includes a global comment affordance, which enables all users associated with the document to insert global comments. The global comments are designated for review by one or more users associated with the document. The platform displays global comments to all of the designated users associated with the document, and displays each local comment only for the team corresponding to the author of the local comment.

Abstract: A method includes: displaying a first image of a first assembly unit within a user interface; locating a first virtual origin at a first feature on the first assembly unit; displaying a first subregion of the first image within the user interface responsive to a change in a view window of the first image; recording a geometry and a position of the first subregion relative to the first virtual origin; locating a second virtual origin at a second feature—analogous to the first feature—on a second assembly unit represented in the second image; projecting the geometry and the position of the first subregion onto the second image according to the second virtual origin to define a second subregion of the second image; and, in response to receipt of a command to advance from the first image to the second image, displaying the second subregion within the user interface.

Abstract: A method for efficient data entry in a field of an electronic form displayed on a mobile device screen is disclosed. The method comprises a user selecting a camera function using a camera selector and taking a picture of information. Selectable text is extracted from the picture and displayed in a data entry screen where the form is displayed. The user selects a one or more elements from the selectable text; and the selected elements are inserted into the field.

Abstract: Embodiments of the present disclosure relate to presenting and synchronizing views of electronic document. In particular, a view management system can synchronize and present multiple synchronized views of an electronic document for display on a client device. For example, the view management system can present multiple views of an electronic document and bind one or more of the views with a model. In response to detecting a user interaction with respect to a view, the view management system can cause a client device to apply the user interaction to each of multiple views (e.g., each view that is bound to the model). By synchronizing views, the view management system can enable a user to conveniently observe how one or more user interactions with respect to a view would appear across multiple views of an electronic document.

Abstract: A summary generating apparatus includes a text storage device storing text with information indicating a portion to be focused on; word vector converters vectorizing each word of the text and adding an element indicating whether the word is focused on or not to the vector and thereby converting the text to a word vector sequence; an LSTM implemented by a neural network performing sequence-to-sequence type conversion, pre-trained by machine learning to output, in response to each of the word vectors of the word vector sequence input in a prescribed order, a summary of the text consisting of the words represented by the word sequence; and input units inputting each of the word vectors of the word vector sequence in the prescribed order to the neural network.

Abstract: A method for automatic media population of a style presentation comprises collecting presentation media; positioning the collected presentation media on a storyboard; and selecting a style presentation; wherein the selection of the style presentation results in the automatic population of the style presentation with the presentation media positioned on the storyboard is described herein.

Abstract: Provided herein are systems and methods for user-defined automated document feature modeling, extraction and optimization. In the present disclosure, an end user of an automated document review system can customize and create new data models applicable to a set of focus documents. In addition, an end user of the automated document review system can customize and create new extraction rules applicable to text extraction from the set of focus documents. The user-defined edits to the data model and extraction rules can be further tested in a staging environment, and tested against a ground truth set of documents, before being widely applied to other relevant documents.

Abstract: A method includes retrieving and displaying related content as part of a configurable feed in association with a web page hosted at a host server associated with a publisher. A selection tool allows for navigation to the configurable feed, selection of destination feed locations for the configurable feed, and may provide login to a feed service for the configurable feed.

Abstract: A method of controlling lighting that includes color coding at least one group icon for a scene for lighting on a light control interface. The at least one group icon can be color coded with a first type color coded identifier corresponding to the scene. The method can continue with grouping at least one member icon designating a light function form for at least one lamp to the at least one group icon on the light control interface. The at least one member icon may include a second type color identifier, in which a member icon being grouped to a group icon has a same color for the second type color identifier for the member icon as the first type color identifier for the group icon.