Abstract: Systems or techniques that facilitate global and local search-based classification of text are provided. In various embodiments, a system can access a new medical order associated with a medical patient. In various aspects, the system can compute: one or more global vector representations of the new medical order; and one or more local vector representations for respective ones or combinations of a set of textual sections that make up the new medical order, thereby yielding a set of local vector representations of the new medical order. In various instances, the system can identify a new classification label for the new medical order, based on searching an historical order-label database using both the set of global vector representations and the set of local vector representations.

Abstract: In some aspects, each participant in a conversation can record their audio content separately, at their own time and post it to a conversation thread. This is an asynchronous format that does not rely on all participants being available at the same time. Further, each such audio content, may be automatically transcribed and processed to generate a small snippet(s) of text that is associated with the audio content. This results in a structured audio conversation media format that grows over time as participants add more replies. The structure makes it possible to quickly scan the conversation, see who has spoken and read their text snippets to gauge interest and then quickly navigate to portions of the audio content that are of more interest to the listener.

Abstract: One aspect of the invention is an audio-first social platform focused on health, in the form of a website, an application or other digital form, where users and businesses come together to share information on ailments, treatments, cures, therapies and other health care related activities. In this platform users will be able to share their experiences with other users, in a peer to peer manner. The primary mode of communication is audio, with visuals to augment audio as the need may be.

Abstract: A computer implemented method, system and computer program product features “Info Dial UI,” a degree-based and tactilely-initiated dialing gesture for providing product information to a user. This feature allows the user to tactilely control the amount of product information displayed to the user as the user tactilely moves an indicia along an arc. It also features a related “Circle a Product” feature. This method, system and computer program product provides the user with prompts and guidance for improving product purchases via mobile encoding technology and personal computing devices.

Abstract: A computer implemented method, system and computer program product features “Info Dial UI,” a degree-based and tactilely-initiated dialing gesture for providing product information to a user. This feature allows the user to tactilely control the amount of product information displayed to the user as the user tactilely moves an indicia along an arc. It also features a related “Circle a Product” feature. This method, system and computer program product provides the user with prompts and guidance for improving product purchases via mobile encoding technology and personal computing devices.

Abstract: An electronic product explorer page type, or “PXP” as defined herein, uses available retail imagery to create a patchwork grid of cells that allows for different sizes of product images, each product image being shown within a respective cell. In this way, layouts of such product images can be dynamically generated to highlight a feature product item by making cell containing the image of that feature product larger relative to other product images shown in other cells. This will work particularly well for showcasing to users various collections of related retail products and for cross category selling of retail products. The computer implemented method can also be used where the device is a non-touch screen device having a pointing device and the steps are replaced by movement of the pointing device which translates into the motion of a pointer on the display.

Abstract: A computer implemented method and computer program product features “Layered UI,” which consists of multiple “layers” activated by user selection options. Another feature is identified as “Linger UI,” or “Time Delayed Layers,” which comprises information that shows up automatically when the user “lingers” on a page for a pre-programmed amount of time. Another feature is identified as “Exploding UI,” or “Bloom View,” which is used to expand into a larger graphic overlay with one or more larger images which provide the user with more in-depth and important product information. Another feature is “Dynamic Personal Catalogs” which allows a user to browse a catalog and create one more “mini-catalogs” from which the user can share or shop, based on the user's individual needs.

Abstract: A data presentation system dynamically generates and renders a user interface (UI) in the form of a Hypertext Markup Language (HTML) document. Extensible Markup Language (XML) data files contain data that defines the UI. The XML data is maintained independently of any application and/or computing system's settings and controls that define the presentation of the UI. The XML data files also have reference links to secondary data files that contain data further defining the UI. The UI is dynamically generated when an application invokes the XML data files. The HTML document incorporates the data from both the XML data files and from the secondary data files when rendering the UI.

Abstract: A data presentation system dynamically generates and renders a user interface (UI) in the form of a Hypertext Markup Language (HTML) document. Extensible Markup Language (XML) data files contain data that defines the UI. The XML data is maintained independently of any application and/or computing system's settings and controls that define the presentation of the UI. The XML data files also have reference links to secondary data files that contain data further defining the UI. The UI is dynamically generated when an application invokes the XML data files. The HTML document incorporates the data from both the XML data files and from the secondary data files when rendering the UI.

Abstract: A data presentation system dynamically generates and renders a user interface (UI) in the form of a Hypertext Markup Language (HTML) document. Extensible Markup Language (XML) data files contain data that defines the UI. The XML data is maintained independently of any application and/or computing system's settings and controls that define the presentation of the UI. The XML data files also have reference links to secondary data files that contain data further defining the UI. The UI is dynamically generated when an application invokes the XML data files. The HTML document incorporates the data from both the XML data files and from the secondary data files when rendering the UI.

Abstract: A data presentation system dynamically generates and renders a user interface (UI) in the form of a Hypertext Markup Language (HTML) document. Extensible Markup Language (XML) data files contain data that defines the UI. The XML data is maintained independently of any application and/or computing system's settings and controls that define the presentation of the UI. The XML data files also have reference links to secondary data files that contain data further defining the UI. The UI is dynamically generated when an application invokes the XML data files. The HTML document incorporates the data from both the XML data files and from the secondary data files when rendering the UI.