Andrea Ballatore (UCSB) and Michela Bertolotto (University College Dublin) published an article entitled “Personalizing Maps” in the December issue of Communications of the ACM. To accompany it, the Association for Computing Machinery (ACM) has produced a video documentary featuring the Center for Spatial Studies and Andrea Ballatore:

Article in Communications of the ACM  –  Open Access author copy

Abstract: Geographic maps constitute a ubiquitous medium through which we understand, construct, and navigate our natural and built surroundings. At the intersection of the explosion of geographic information online, data-mining techniques, and the increasing popularity of Web maps, a novel possibility has emerged: Instead of generating one map for large numbers of users, user profiling and implicit feedback analysis can support creation of a different map for each person. The automated personalization of the map-making process is still in its infancy but has the potential to provide more relevant maps to millions of users worldwide.


ACM video: Andrea Ballatore on map personalization