Here Global B.v.

Damon Lanphear

Rodrick Megraw

Preethi Ramani

Robert Hanna Mahfoud

Curtis Allred

Prabuddha Biswas

Benjamin Goldfarb

Dan Yi

Jeremy Handcock

Daniel Hendrick

A computer system processes a message from a user mobile device by receiving the message from the user mobile device, wherein the message comprises a purchase request, and then determining a matching purchase offer in a database containing a plurality of purchase offers, wherein the matching purchase offer corresponds to an offer identified in the purchase request. The system then transmits a purchase request to a purchase agent at a third party provider that is associated with the matching purchase offer, and processing a purchase transaction received from the purchase agent at the third party provider.

Offers system

A recommendation system communicates with end user devices over a computer communications network and includes a recommendations engine that communicates with the network from behind a firewall that inhibits unauthorized communications from the network, a data file system that receives disposition update data in response to purchase actions initiated by an end user device and receives ingested user activity data in response to activity at a network storefront initiated by an end user device, and a database system that updates a recommendation model for the end user device in response to receiving the disposition update data and ingested user activity data. The recommendations engine generates a recommendation for the end user device in response to the update of the recommendation model.

Recommendations system

Source data of an event stream is parsed and supplemented with additional data from reference data sources, producing an enriched event stream from the parsed event stream data. The data records of the enriched event stream are partitioned into data fields designated as a dimension partition and a metric partition, which are partitioned into sub-dimension projections mapped to a plurality of storage keys, such that each of the storage keys includes one or more placeholder wildcard values and each of the storage keys is stored into a database of the computer system by the computer processor. The stored storage keys are then aggregated onto a two-dimensional coordinate vector such that, if the computer processor identifies a permuted storage key having metric values for which a corresponding storage key already exists in the database, then the computer processor aggregates the metric values of the identified storage key with the metric values of the corresponding storage key, and if the computer processor does not identify the permuted storage key as having a corresponding storage key that already exists in the database, then the computer processor writes the metric values of the permuted storage key into the database, comprising initial values for the key combination of dimension values.

Distributed, real-time online analytical processing (OLAP)

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Seattle, WA, United States of America

Damon Lanphear