International Business Machines Corporation

Kathryn Jane Lemanski

Travis M Grigsby

Bernadette Alexia Carter

Jessica Whitley Forrester

Viswanath Srikanth

Christopher M Laffoon

Sarah Nelson Brolley

Craig W Chaney

A computerized application recommendation system includes a processor; and a memory communicatively coupled to the processor. The processor is configured to: receive usage data for applications in a category of applications from a plurality of users; and provide a first user with a recommendation for a first application in the category of applications based, at least in part, on a change in the usage data.

Application recommendation

A method for application recommendation performed by a computerized application recommendation system includes receiving usage data for applications within a category of applications from a plurality of users, and providing a first user with a recommendation for a first application in the category of applications based, at least in part, on a change in the usage data. A computerized application recommendation system includes a processor and a memory. The processor is configured to receive usage data for applications in a category of applications from a plurality of users, and provide a first user with a recommendation for a first application in the category of applications based, at least in part, on a change in the usage data.

The current invention discloses a solution for using a surface based computing device for verification of an identification document, such as a driver's license. A surface based computing device can be a device capable of scanning an identification document, comparing the scanned document against a set of conditions for a valid document, and reporting comparison results. A secured resource can be granted based at least in part upon identity verifications conducted by the surface based computing device. The surface based computing device can include a MICROSOFT SURFACE device or any other computing device able to scan an identification document and to process scanned results. In one embodiment, the surface based computing device can be used in conjunction with a human agent for added security.

Using a surface based computing device for verification of an identification document

Identifying abandoned shopping carts, including: providing shopping carts with locators; associating store areas with zone identifications, and providing store aisles with readers for the locators; associating carts with at least one zone; identifying carts and determining that carts entered new zones; determining an amount of time carts are in zones, and when carts are in an unassociated zone for a specified time, designating carts as abandoned and alerting personnel.

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Raleigh, NC, United States of America

Kathryn Jane Lemanski