Abstract: A system is described for allowing a user to communicate with an agent of a listing network platform. The system receives, by a network site, a user interaction in a communication session with an agent of a listing network platform. The system analyzes, by a first machine learning model, a profile associated with the user on the listing network platform to predict a subset of information that is relevant to the user interaction with the communication session. The system combines the subset of information into a prompt and processes the prompt by a generative machine learning model to generate a message that responds to the user interaction. The system, in response to receiving the user interaction, presents the message by the agent of the listing network platform to the user in a user interface of the listing network platform.

Abstract: An input device is provided, including a housing, a circuit board disposed in the housing, an optical module disposed on the circuit board, a movable member movably connected to the housing, and a switch element disposed on the circuit board. When the input device moves to a reference surface, the movable member contacts the reference surface, and the movable member is pushed by the reference surface to actuate the switch element.

Abstract: A session shared data system accesses a first communication between a user and a support agent on a first communication channel and stores communication data associated with the first communication in a session shared data object. The session shared data system accesses a subsequent communication between the user and a second agent on a second communication channel, receives a query associated with the subsequent communication and transmits the response to a device of the second agent.

Abstract: A data processing method and apparatus based on a recurrent neural network and a device are provided. The recurrent neural network includes multiple recurrent units, each recurrent unit includes multiple data processing nodes and a start node, at least one recurrent unit includes an end node, and at least one data processing node is included between the start node and the end node. During the processing of the first target processing object in a first recurrent unit, in a case that the first target processing object does not satisfy the first preset condition, the start node in the first recurrent unit is run to add a tag to the data processing nodes subsequent to the start node and stop addition of the tag in response to reaching the end node, and no processing is performed by the data processing nodes with the tag.

Abstract: In some implementations, a system may receive a user identifier associated with a user account, and may identify account identifiers associated with the user account. The system may obtain account information associated with the account identifiers, and may determine priority levels for the account identifiers based on the account information. A primary account identifier may be associated with a highest priority level. The system may transmit a first set of user interface (UI) data indicating account UI elements, corresponding to the account identifiers, and an order of the account UI elements based on the priority levels. A primary account UI element, corresponding to the primary account identifier, may be arranged first in the order. The first set of UI data may indicate a first set of the account information to be visually presented on the account UI elements and associated with the account identifiers corresponding to the account UI elements.

Abstract: In some implementations, a device may provide, for display via a display screen, a graphical user interface (GUI) that includes a first page and one or more sheets corresponding to respective secondary pages, wherein the one or more sheets include respective sets of one or more display elements from respective sets of display elements associated with the respective secondary pages. The device may detect a first gestural interaction in an area of the display screen that is associated with a portion of the GUI, the first gestural interaction indicating an action. The device may update, based on detecting the first gestural interaction and the action, the GUI to cause one or more other portions, from the first page and the one or more sheets, of the GUI to display updated information in accordance with the action. The device may provide, for display, the GUI indicating the updated information.

Abstract: In some implementations, a system may identify one or more account identifiers associated with a user identifier. Each account identifier may be associated with one or more categories each representing a type of interaction of one or more interactions associated with the account identifier. A respective interaction amount may be associated with each interaction. The system may determine, for each category, a total category amount that is a sum of interaction amounts for interactions in a particular category occurring within a particular time frame. The system may transmit user interface (UI) data associated with a multi-tab UI element including a plurality of tabs corresponding to the plurality of categories. Each tab may be associated with benefits information related to a category corresponding to that tab. A first tab, corresponding to a category having a highest total category amount, may be presented in a particular position in the multi-tab UI element.

Abstract: In some implementations, a system may transmit, to a user device associated with a user account, a first set of user interface (UI) data that indicates: a rectangular-shaped element, a track positioned on the rectangular-shaped element and having a first end and a second end, and an interaction element located at the first end of the track and slidable between the first and second ends of the track. The system may receive, from the user device, interaction data indicating an interaction, by a user of the user device, with the interaction element from the first end to the second end of the track. The system may transmit, to the user device, a second set of UI data that indicates: the rectangular-shaped element and an account identifier associated with the user account and positioned on the rectangular-shaped element.

Abstract: In some implementations, a system may transmit, to a user device associated with a user account, a first set of user interface (UI) data that indicates: a rectangular-shaped element, a track positioned on the rectangular-shaped element and having a first end and a second end, and an interaction element located at the first end of the track and slidable between the first and second ends of the track. The system may receive, from the user device, interaction data indicating an interaction, by a user of the user device, with the interaction element from the first end to the second end of the track. The system may transmit, to the user device, a second set of UI data that indicates: the rectangular-shaped element and an account identifier associated with the user account and positioned on the rectangular-shaped element.

Abstract: In some implementations, a device may provide, for display via a display screen, a graphical user interface (GUI) that includes a first page and one or more sheets corresponding to respective secondary pages, wherein the one or more sheets include respective sets of one or more display elements from respective sets of display elements associated with the respective secondary pages. The device may detect a first gestural interaction in an area of the display screen that is associated with a portion of the GUI, the first gestural interaction indicating an action. The device may update, based on detecting the first gestural interaction and the action, the GUI to cause one or more other portions, from the first page and the one or more sheets, of the GUI to display updated information in accordance with the action. The device may provide, for display, the GUI indicating the updated information.

Abstract: In some implementations, a system may receive interaction data indicating an interaction time and amount. The system may categorize the interaction in a category of a plurality of categories. For each category, the system may compare a total category amount with an average category amount. The system may determine, for each category, a proportion of the total category amount relative to a total account amount. The system may transmit, to a user device, user interface data associated with a ring-shaped user interface element that includes a plurality of segments corresponding to the plurality of categories. The user interface data indicates a width of a particular segment that is based on the comparison of the total category amount for a corresponding category with the average category amount, and an arc length that is based on the proportion of the total category amount for the corresponding category to the total account amount.