Conclusions and Future Work
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In this thesis, we have proposed temporal modelling techniques for customer behaviour analysis, which are based on temporal collaborative filtering and stochastic processes. We have conducted four case studies on a large-scale real-world supermarket health program. The datasets used in our case studies include supermarket transaction records, surveys of customers’ demographic and health information, and activity logs of the supporting website.