Abstract: A computer-implemented method includes precomputing various sections of a user interface (UI) that is to be displayed on a client device. The method also includes instantiating event listeners associated with corresponding precomputed sections of the UI that are subject to change based on the occurrence of an associated event. The event listeners are configured to provide, for various changeable sections of the UI, an indication of whether the event associated with the event listener has occurred. Upon determining that the event associated with the event listener has occurred, the method includes adaptively generating an updated version of the corresponding section of the UI that is associated with the identified event listener and dynamically updating the user interface to include the adaptively generated, updated version of the corresponding user interface section. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: In various embodiments, structured pages are dynamically generated based on user inputs. In response to a user input such as a query, a page generating engine ranks content items according to relevance to the user input in order to generate a list of the content items that is ordered based on the relevance. The page generating engine further maps the content items to collections of content items that can be displayed together in a page. Then, the page generating engine generates a structured page that includes a subset of the collections and associated content items that are assigned to collections within the subset of collections based on relevance and/or coherence criteria. Thereafter, the structured page is transmitted to a client device for display via user interface.

Abstract: In various embodiments, structured pages are dynamically generated based on user inputs. In response to a user input such as a query, a page generating engine ranks content items according to relevance to the user input in order to generate a list of the content items that is ordered based on the relevance. The page generating engine further maps the content items to collections of content items that can be displayed together in a page. Then, the page generating engine generates a structured page that includes a subset of the collections and associated content items that are assigned to collections within the subset of collections based on relevance and/or coherence criteria. Thereafter, the structured page is transmitted to a client device for display via user interface.

Abstract: Disclosed are various embodiments for selecting page layouts based upon an outcome prediction associated with a request for a content page. Session variables associated with a request can be extracted. A score can be calculated based upon the session variables. The score can be generated by a machine learning engine that is trained using archived session data. A page layout can be selected based upon the generated score and a respective content page generated.