Add to ORKGBig Data analysis is one of the hot topics now days for knowledge discovery in databases process. It’s considered as significant field of knowledge management. Roughly, the ¾ of organizations have been adopted some form of analytics today. The most posed question in big data analysis is how to manage and operate in it? In this study, we explain the concept of the proposed information system architecture for retrieving information. This system scheme operates basing on the content of the document. Digitized visual media: images and videos captured from real time video surveillance system require high storage capacity. This work describes the steps of indexation and content modeling for retrieving and managing information in multimedia docum...