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Slides of my invited talk on 3 Februrary 2015 at the HATII research seminar series at University of Glasgow. In this presentation, I provided an overview of my prior research and introduced two academic evaluation campaigns that I am currently co-organising, namely NEWSREEL and Lifelog. NEWSREEL is a living lab on the real-time evaluation of news recommenders which is organized as part of CLEF 20114 and 2015. Lifelog is a pilot task of NTCIR-12 on Personal Lifelog Access & Retrieval.