In this paper, we propose a framework for recording, analysing, indexing and retrieving news videos such as the BBC One O'Clock News. We believe that such a framework will be useful to identify implicit indicators of relevance, a nearly untouched area in adaptive multimedia retrieval. Due to its advantages as a web application and its up-todate content, it can be a promising approach to motivate a broad quantity of users to interact with the system.