System and method for clustering large lists into optimal segments
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United States of America Patent
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Jan 21, 2003
Grant Date -
N/A
app pub date -
Mar 9, 2000
filing date -
Mar 9, 2000
priority date (Note) -
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Abstract
A system and method for clustering data from a server computer and sent to a client computer. The server computer obtains a requested cluster size for the client computer. The requested cluster size includes the optimal size cluster the client computer can handle and the largest manageable cluster size that can be handled by the client. Fuzzy logic computations are performed on the data to determine an optimal cluster size and an optimal point at which to split the data for the particular client. Part of the cluster computations are based upon the affinity of individual data items to adjacent data items in the clustered list. The server computer also checks the affinity between the item with the largest score and the first item in the next cluster. If this affinity is higher than other affinity scores within the cluster, the cluster split is moved accordingly. Once an optimal cluster is determined, the data is transmitted from the server computer to the client computer.
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