Abstract: In some implementations, a method performed by data processing apparatuses includes receiving, from a requestor device, an item location request for an item. Map information is received for a mapped space in which the item is located. Item location coordinates are received corresponding to locations within the mapped space at which the item has been previously selected or scanned. The item location coordinates are mapped with respect to the mapped space, and a plurality of clusters are determined for the item location coordinates. For each cluster, a representative location of the cluster is determined. One of the clusters is selected, based at least in part on its representative location, and an estimated location of the item is provided to the requestor device, based at least in part on the representative location of the selected cluster.

Abstract: A delivery management platform, a mobile application, and a method are disclosed. The delivery management platform can use the mobile application to manage carriers that perform deliveries of products. The delivery management platform can receive delivery schedules, group deliveries in the delivery schedules into loads, and use the mobile application both to make the loads available to carrier members and to receive events sent from carrier members. The delivery management platform can also use the mobile application to pay carriers and to receive information to update carrier data. Using the mobile application, carrier members can both interact with the delivery management platform and can assign, track, and perform deliveries.

Abstract: In some implementations, a method performed by data processing apparatuses includes receiving, from a requestor device, an item location request for an item. Map information is received for a mapped space in which the item is located. Item location coordinates are received corresponding to locations within the mapped space at which the item has been previously selected or scanned. The item location coordinates are mapped with respect to the mapped space, and a plurality of clusters are determined for the item location coordinates. For each cluster, a representative location of the cluster is determined. One of the clusters is selected, based at least in part on its representative location, and an estimated location of the item is provided to the requestor device, based at least in part on the representative location of the selected cluster.

Abstract: In certain implementations, data is spatially segmented into a variety of grids having particular keyed location data. Items of interest located within the boundaries of each grid are identified and stored in association with the grid location information. Data with respect to venue attributes is encoded and stored in association with corresponding grid location data. The system will identify a grid location based on a recommendation request or based on the user location and will generate a list of items of interest in that location and neighboring locations. This information is filtered based on the particularities of the user request to form a final filter set. User attribute weights are then applied to the final filter set to determine an overall score for each item of interest. Items of interest are then recommended to the user based on their overall score.

Abstract: A system for the capture, classification, and playback of media content provides users with a turn-key solution for uploading captured media content and classifying it. The playback of media content is based on user selected classification preferences, whereby the system automatically generates media content sequences and music tracks based on the classifications.