Abstract: Based on a double-ten law of an Internet information organization structure, the present invention provides a method for automatically summarizing web page and text information, where matching information elements by category is added to an existing method, and content keywords and related contexts of summary (or abstract) information are directly extracted by using various successfully matched information element organization structure words. On this basis, the present invention further provides a method for supplementing summary information elements based on title information, and a method for superposing title information element organization structure words. Therefore, a new method for automatically summarizing web page and text information is comprehensively and systematically provided, and automatic summarization quality of the web page and text information can be greatly improved.

Abstract: Certain embodiments involve adaptive search results for multimedia search queries to provide dynamic previews. For instance, a computing system receives a search query that includes a keyword. The computing system identifies, based on the search query, a video file having keyframes with content tags that match the search query. The computing system determines matching scores for respective keyframes of the identified video file. The computing system generates a dynamic preview from at least two keyframes having the highest matching scores.

Abstract: A method of determining a layout for an electronic document comprising a web object that includes a set of components is provided. The method, for each component of the web object, injects code into a web frame used to retrieve the component of the web object. The program sends a request to a web content retriever to retrieve the web object. The program, for each component of the web object, receives a message at the layout generation application from the injected code in the corresponding web frame indicating the completion of the retrieving of the component. Each message includes the height of the corresponding web object component. The method determines a layout for the web object by using the height of the web object components after the messages received from the injected code indicate that every component of the web object is retrieved.

Abstract: Various embodiments are generally directed to techniques for selecting a user experience design in a time-critical environment, such as based on the results of multiple classification processes while maintaining appropriate responsiveness, for instance. Some embodiments are particularly directed to selecting a website design experience based on results, or lack thereof, provided by a plurality of inference processes of varying accuracy within a predefined amount of time. For example, a page request, or indication thereof, may be received by an inference manager from a client device. In response to the page request, the inference manager may initiate one or more inference processes, and based on the response, or lack thereof, from each of the one or more inference process within a predetermine amount of time, the inference manager may provide an indication to an experience design selector.

Abstract: A method, a device, and a non-transitory storage medium are described, which provide a natural language-based content search and discovery service. The natural language-based content search and discovery service may use query object types as a basis for interpreting a vocalized search query from a user. The natural language-based content search and discovery service may use a multi-interpretative procedure that includes use of a probabilistic grammar parser, parts of speech, and query object type identification that are configured for a media domain. The natural language-based content search and discovery service may merge different interpretations of the search query based on probability values associated with each interpretation.

Abstract: A method, system, and computer program product are provided. During creating a document by a creation module, the content of the document is analyzed. Sources used while creating the document are analyzed using NLP, sentiment analysis, tone analysis, speech-to-text, and visual recognition. The sources are associated with a location in the document. Sources are filtered out based on a degree of correlation to the document. Sources are linked to the document where a correlation is found between the document and the sources. The linked sources are stored in a database for recall. During a presentation of the document, upon receiving a question, the question is analyzed to determine a relevant logical section of the document, and the relevant sources are retrieved.

Abstract: Aspects of the present disclosure describe techniques for generating a machine learning model for extracting information from textual content. The method generally includes receiving an unstructured document and a structured document including information extracted from the unstructured document and position information associated with the extracted information. The unstructured document is rendered in a first pane, and a graphical rendering of the structured document is rendered in a second pane. The graphical rendering generally may be a structure in which content from the structured document is displayed in a hierarchical format. Each element in the structured document is linked to the rendered unstructured document based on position information included in the structured document.

Abstract: A method and system generate customized financial document templates in a document preparation system, according to one embodiment. The method and system receive document data from a user corresponding to a document including a plurality of custom data fields in a custom template. The method and system map the custom data fields to system data fields from a relatively small subset of data fields selected from a system data field pool based on the characteristics of the user. The method and system generate a custom form template based on the document data and the mapping of the custom data fields to system data fields.

Abstract: Apparatuses, methods, systems, and program products are disclosed for displaying edits for a user's portion of a shared document. An apparatus includes a processor and a memory that stores code executable by the processor. The code is executable by the processor to receive a selection of a user who has contributed to a document that is editable by a plurality of users. The code is executable by the processor to determine portions of the selected user's contributions to the document that have been edited by other users of the plurality of users. The code is executable by the processor to visually indicate the edits made to the portions of the selected user's contributions to the document.

Abstract: In one aspect, a method for automatically merging changes to a web page document, includes the step of providing an object of a web page document. The method includes determining an object type of the object of the web page document. The web page document is coded in a markup language. The method includes selecting a set of attributes of the object type that are to be taken into account during a merging operation involving a plurality of changes to the object. Given the object of the object type, the method includes receiving a plurality of changes to the object. The plurality of changes comprises a first set of changes and a second set of changes. The method includes the step of generating a key-value mapping for an original object. The set of attributes is used to associate with the object a key-value mapping.

Abstract: A computing system, including a processor configured to receive a content item. The processor may extract a plurality of content item features from the content item and receive a user request to summarize the content item. The user request may have associated contextual metadata indicating a spatiotemporal context in which the user request is received. Based on the contextual metadata, the processor may determine an estimated distraction level for the user. The processor may select a subset of the plurality of content item features based on the contextual metadata. The processor may generate a content item summary including the subset of the plurality of content item features based at least in part on the estimated distraction level. The processor may convey the content item summary for output on one or more output devices.

Abstract: Described herein are techniques for rendering additional keys on a display of an electronic device based on one or more characteristics of a user's selection of another key. After rendering the additional keys, the user may thereafter select one of the additional keys now available and rendered on the display.

Abstract: A domain-specific language interpreter and live updating visual interface for rapid interactive exploration, filtering, and analysis of a dynamic data set. It includes a multi-line editor that allows a user to enter and edit input on any line at any time, and a grid view display. As the user enters an expression in the multi-line editor, it continually parses and executes the expression with respect to the domain-specific language, recognizing data tags and operations. Each data tag is associated with values for identifiers of the data set, and each operation can be applied to the values. The grid view display updates with a live display of identifiers and result values for the input expression according to the current contents of the multi-line editor user input interface.

Abstract: In general, the subject matter described in this disclosure can be embodied in methods, systems, and program products for defining a navigation user interface that is to be presented by multiple client devices. A representation of the navigation user interface is presented. User input specifies a first collection of files that are to be accessible to users of the multiple client devices upon selection of a first element from the presentation of the navigation user interface. User input specifies a second collection of files that are to be accessible upon selection of a second element from the presentation of the navigation user interface. User input specifies multiple individuals to which the navigation user interface is to be displayed, and the navigation user interface is provided for display on devices assigned to the multiple individuals.

Abstract: A system and method that enables editing capabilities of content accessed from a content management server using any type of locally-installed application is provided. In some embodiments, a content management server stores documents in a cache on the user's computer. Documents can thus be accessed and edited using the document in the local file system of the user. For example, users may open, reserve or lock, download, and edit documents with a single user action such as a click. Advantageously, the teachings of embodiments as described can be used in conjunction with content management systems for improving the user experiences involved in editing documents by providing an ‘instant’ and ‘seamless’ editing experience substantially equivalent to editing files on a local hard disk.

Abstract: A method, apparatus, system, and computer program product for processing electronic resumes. Classifications are identified for sections in the electronic resume. Resume classification codes are associated with the sections based on the classifications identified, wherein the resume classification codes enable matching the electronic resume to a job opening. Visibility codes are generated for the sections. The visibility codes enable selective viewing of the sections.

Abstract: The invention provides methods and apparatus for securing personalized or sensitive information appearing in digital images. Digital images containing information to be secured is processed and divided into a plurality of image cells. At least one image cell from the plurality of image cells is selected and redacted or altered to render the information to be secured with the selected image cells indecipherable. The invention also provides methods and apparatus for transmitting or streaming unredacted image cells alone or in combination with redacted image cells for secured viewing on a user browser or computer.

Abstract: A framework for identifying prominent influencers/celebrities on social media webpages and customizing selection of thumbnails for presentation on social media webpages is provided. A most prominent influencer/celebrity associated with a social media webpage is determined. A presented thumbnail associated with each of a plurality of videos on a social media webpage is identified, each thumbnail including a picture/image of the most prominent influencer/celebrity. A feature vector is created for each identified presented thumbnail. Also identified is a plurality of potential thumbnails, each representative of a common video to be posted on the webpage and including an image of the identified most prominent influencer/celebrity. The feature vectors for the identified presented thumbnails and potential thumbnails are grouped into vector clusters. A centroid vector is identified for each vector cluster and a most prominent cluster is identified.

Abstract: Systems for automatic document generation automatic content recognition may comprise a storage medium and a processor coupled to the storage medium. The processor may generate and/or process a document template and receive client data. In some embodiments, the processor may automatically determine whether the client data is compliant with at least one content control standard based on a comparison between the client data and at least one text variant and, if so, may automatically generate a processed document using the client data and the document template. In some embodiments, the processor may establish at least one normative form for the document template, automatically compare the client data with the normative form content, automatically recognize that the client data corresponds to the document template based on the comparing, and automatically generate a processed document using the client data and the document template.

Abstract: User experience parameters are applied in formatting results to a query for presentation. The user experience parameters correspond to at least one particular subject related to the query.