Prediction apparatus, prediction method and program

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United States of America Patent

PATENT NO 11811667
SERIAL NO

17310473

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A prediction apparatus includes, a first calculation unit configured to calculate, for traffic in a past time period between a plurality of users and a plurality of services, statistics of the traffic in units of combinations of the users, the services, and time zones, an extraction unit configured to extract, based on the statistics, a plurality of patterns from the traffic, a classification unit configured to classify, by pattern, at least one of each user or each service into groups, a second calculation unit configured to calculate, based on the classification result from the classification unit and the statistics, per-time-zone statistics for each group, and a third calculation unit configured to apply a prediction technique to the per-time-zone statistics for each group, to calculate, for each group, a prediction value of the statistics for a time period later than the past time period, resulting improved accuracy of traffic prediction.

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Patent Owner(s)

  • NEC CORPORATION AND NIPPON TELEGRAPH AND TELEPHONE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Harada, Shigeaki Musashino, JP 17 72
Kimura, Tatsuaki Osaka, JP 7 7
Kobayashi, Masahiro Musashino, JP 425 3870
Komai, Yuka Musashino, JP 4 2

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