Abstract: A data aggregator includes a memory, a network interface, a vectorization engine, and an aggregator. The memory stores a plurality of aggregation rules. The network interface retrieves a plurality of transactions that includes a first transaction and a second transaction. The vectorization engine determines a first transaction vector for the first transaction and a second transaction vector for the second transaction. The aggregator determines that the first transaction occurred during a first life event and that the second transaction occurred during a second life event. The aggregator also determines that the first life event and the second life event are the same and in response to that determination, assigns the first transaction and the second transaction to a cluster for the first life event. The aggregator further stores the first life event, the second life event, and an identifier for the cluster to the database.

Abstract: An aircraft motion assessment system and method includes associating a plurality of polling devices within an internal cabin of an aircraft with passenger seats onboard the aircraft, communicatively coupling a motion assessment control unit to the plurality of polling devices, and receiving, by the motion assessment control unit, passenger-input motion effects data from the plurality of polling devices.

Abstract: This invention proposes an autonomous interaction decision support apparatus to provide the operator of an e-commerce business with a recommendation of which received orders to perform. The apparatus autonomously tracks situational information comprising the existing level of work of the e-business, for each of multiple products and/or services offered by the business, and also a desired level of work. In this way, the recommendation protects both the reputation of the business and achieves work-life balance for the business owner.

Abstract: A calendar sharing invitation is received, and a receiver of the information is identified. The calendar sharing information is sent to the receiver, and the sharer's calendar data is synchronized to a computing system corresponding to the receiver. The sharer's calendar data is synchronized to a pre-accept memory, where it is hidden from the receiver until the receiver provides an input indicating that the receiver accepts the calendar sharing invitation. The sharer's calendar data is then exposed to the receiver for interaction by the receiver.

Abstract: A method performed by a service management device includes (a) receiving from a plurality of worker machines, a plurality of requests, each request from a worker machine indicating a respective work item to be assigned to that worker machine, (b) in response to receiving each request, performing an assignment attempt operation configured to (i) succeed and insert a reference to the worker machine that issued that request in a database entry associated with the respective work item if no other reference to a worker machine has yet been inserted in the database entry and (ii) otherwise report failure, and (c) returning a reply to the worker machine that issued each request indicating whether the assignment attempt operation succeeded, that worker machine configured to (i) process the respective work item in response to a successful reply and (ii) refrain from processing the respective work item in response to a failed reply.