  In this paper, we propose a SaaS service which prevents shoplifting using
image analysis and ERP. In Japan, total damage of shoplifting reaches 450
billion yen and more than 1000 small shops gave up their businesses because of
shoplifting. Based on recent cloud technology and data analysis technology, we
propose a shoplifting prevention service with image analysis of security camera
and ERP data check for small shops. We evaluated stream analysis of security
camera movie using online machine learining framework Jubatus.
