METHOD AND APPARATUS FOR UPDATING A CLUSTER PROBABILITY MODEL

WIPO Patent Application WO/2020/222386

A1

A computer-implemented method of updating a cluster probability model for predicting the next event to occur from among a plurality of events is disclosed. The method comprises detecting occurrence of a first event and a second event following the first event, and determining whether the first event and the second event belong to the same cluster or to different clusters. When it is determined that the first event and the second event belong to the same cluster, a corresponding one of the intra-cluster transition probabilities associated with said cluster is updated and transmitted to a server. When it is determined that the first event and the second event belong to different clusters, a corresponding inter-cluster transition probability associated with said clusters is updated and transmitted to the server. Apparatus and a computer program product for performing the method are also disclosed. In some embodiments, the updated probabilities may be used to predict the most likely next event to occur, and a pre-emptive action may be taken before occurrence of the next event.

LOBETE DANIEL ANSORREGUI (GB)
BERNABEI ANDREA (GB)
SAA-GARRIGA ALBERT (GB)
SARAVANAN KARTHIKEYAN PALAVEDU (GB)
VANDINI ALESSANDRO (GB)
XUE BIN BIN (GB)

PCT/KR2019/017112

November 05, 2020

December 05, 2019

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SAMSUNG ELECTRONICS CO LTD (KR)

G06F9/445

US20150186535A1	2015-07-02
US20160328661A1	2016-11-10
US20170097863A1	2017-04-06
US20180183891A1	2018-06-28
US20040220963A1	2004-11-04

LEE, Keon-Joo et al. (KR)

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