Schema alignment, record linkage and data fusion are presented w.r.t to Big Data characteristics (volume, velocity and variety). Knowing the high value carried by data in general and thus by Big Data, it is not surprising therefore that Chief Information Officers (CIOs) are interested in it an- alytics as technological. If initially web pages and traditional databases were the raw materials respectively for search en- gine companies and other businesses, now it has been mixed