System and method for behavioural modelling

Cryptography – Key management

Reexamination Certificate

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Reexamination Certificate

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07340060

ABSTRACT:
The present invention is a computer system that analyses the factual and behavioural data of a group of subjects, extracts the common behavioural patterns from the collection, and is capable of forecasting the behaviour of a new subject when his or her factual data are inputted to the system. It does so by first taking a collection of both the factual data and behavioural data from a group of subjects. A clustering engine is employed to compute a set of exemplars that concisely represent the population. Afterwards, the factual data of a subject, and the corresponding behavioural exemplar that he or she belongs, are fed to a learning module so that it can learn the mapping between the subject's factual data and behavioural exemplar. After learning, the system is able to predict the behaviour patterns when factual data of a new subject is presented.

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patent: 2002/0114394 (2002-08-01), Ma
Frias-Martinez et al., “Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques”, 2005.
Bidel et al. (Bidel), “Statistical machine learning for tracking hypermedia user behavior”, 2003.
Nasraoui et al. (Nasraoui), “Combining Web Usage Mining and Fuzzy Inference for Website Personalization”, 2003.

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