Abstract: A computing system can implement pick-up location optimization by receiving trip requests and location data from computing devices of users and determining a specified region in which each requesting user is located. Each region can be associated with a plurality of eligible pickup locations. The computing system can score each of a plurality of eligible pickup locations based, at least in part, on (i) ETAs of vehicles to the pickup locations, and (ii) an amount of reduced time for utilizing each pickup location as opposed to the current location of the requesting user or a pick-up location specified by the requesting user. Based on the scoring, the computing system may then select (i) a trip pickup location to initiate the trip request, and (ii) a selected vehicle from the set of candidate vehicles to service the trip request.

Abstract: A travel coordination system coordinates travel between a client and a provider to a destination. The client and provider meet at a pickup location and the provider transports the client (or an item or object from the client) to the destination. The travel coordination system automatically suggests a pickup location for the trip by determining location data points corresponding to prior trips of clients. Location data points near the client's location are determined by distance or by region and scored to determine a pickup location that improves the estimated pickup time and/or estimated time to arrive at the destination.

Abstract: A computing system can implement pick-up location optimization by receiving trip requests and location data from computing devices of users and determining a specified region in which each requesting user is located. Each region can be associated with a plurality of eligible pickup locations. The computing system can score each of a plurality of eligible pickup locations based, at least in part, on (i) ETAs of vehicles to the pickup locations, and (ii) an amount of reduced time for utilizing each pickup location as opposed to the current location of the requesting user or a pick-up location specified by the requesting user. Based on the scoring, the computing system may then select (i) a trip pickup location to initiate the trip request, and (ii) a selected vehicle from the set of candidate vehicles to service the trip request.

Abstract: A computing device retrieves configuration data from a local source that is resident on the computing device, but external to the application. One or more metadata sets are selected based on the configuration data. The computing device displays animation that utilizes the one or more metadata sets before the application is in an open state. Upon the application transitioning into the open state, an initial application panel is displayed in place of the animation. The initial application panel may make at least some functionality of the application available to the user.

Abstract: A travel coordination system coordinates travel between a client and a provider to a destination. The client and provider meet at a pickup location and the provider transports the client (or an item or object from the client) to the destination. The travel coordination system automatically suggests a pickup location for the trip by determining location data points corresponding to prior trips of clients. Location data points near the client's location are determined by distance or by region and scored to determine a pickup location that improves the estimated pickup time and/or estimated time to arrive at the destination.