International Business Machines Corporation

Angel Marie Smith

Zachary A Silverstein

Mukesh Kumar Mohania

Sachindra Joshi

L Venkata Subramaniam

Tanveer Afzal Faruquie

Hima Prasad Karanam

Girish Venkatachaliah

Michael Seth Silverstein

Marvin Mendelssohn

Neerju Neerju

A computer-implemented method for re-notifying a user about a previous notification is disclosed. The computer-implemented method includes determining a baseline notification rate of the user. The computer-implemented method further includes determining whether the user's current notification rate exceeds a predetermined threshold with respect to the baseline notification rate. The computer-implemented method further includes determining, in response to the user's current notification rate exceeding the predetermined threshold, whether renotification of a notification is required. The computer-implemented method further includes re-notifying, in response to determining that renotification of the notification is required, the user about the notification.

Notification reminder system

A clustering-based approach to data standardization is provided. Certain embodiments take as input a plurality of addresses, identify one or more features of the addresses, cluster the addresses based on the one or more features, utilize the cluster(s) to provide a data-based context useful in identifying one or more synonyms for elements contained in the address(es), and standardize the address(es) to an acceptable format, with one or more synonyms and/or other elements being added to or taken away from the input address(es) as part of the standardization process.

Systems and methods for discovering synonymous elements using context over multiple similar addresses

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Pepperell, MA, United States of America

Angel Marie Smith