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Gloria Ciavarrini got her MSc in Computer Systems Engineering at the University of Pisa in 2014, and she is currently a PhD student the Department of Information Engineering at University of Pisa. Her research interests are crowdsourcing system smartphone-based, geo-location and indoor location. In this fields she has coauthored three papers.