My Research

The objective of my PhD project is the development of a generic approach to the abstract problem of the assessment of Geographic Relevance. GR is a rather recent concept that can be defined as a quality of an entity in geographic space or its representation in an information system, i.e. an object, document, or image. This quality is expressed as the relation between an entity (or its representation) and the actual context of using the representation.

More pragmatically, Geographic Relevance aims to assess the relevance of an object that is a representation of a geographic entity within a computer system or information database. This object can be a collection of documents or an entry in a database describing a point of interest. Still, even if the object is a single document, the objective is to approximate the relevance of the entity, not to judge the relevance of a geo-referenced document or a document reporting geographic information. Considering this facet, Geographic Relevance is rather far from the current understanding that underlies Geographic IR, Mobile IR and IR systems in general.

This generic approach can then be applied to different practical problem — from tourism application to emergency systems — to support the spatial decision making process, for example, adapting digital mobile maps enhancing the saliency of relevant entities.

Thus far, my work has been mostly focused on the criteria of Geographic Relevance. That is, the study of the criteria needed to judge the geographic relevance of an entity in a given usage contex, including: the study of the applicability of the criteria commonly used in IR, Geographic IR, Mobile IR, Location-Based Services, and Geographic Information Science; the study of the importance of those criteria in the scope of GR; and the study of the applicability of Geographic Data Mining and Time Geography techniques.

My Publications
Google Scholar
The list of my publications on Google Scholar.
Microsoft Academic Search
The list of my publications on Microsoft Academic Search.
By topic
A list of my publications by topic can be found here below.
Geographic Relevance
Upcoming
Stefano De Sabbata and Tumasch Reichenbacher. Criteria of Geographic Relevance: An Experimental Study. International Journal of Geographical Information Science.
2012
Stefano De Sabbata, Omar Alonso and Stefano Mizzaro. Classical vs. Crowdsourcing Surveys for Eliciting Geographic Relevance Criteria. Proceedings of the 3rd Italian Information Retrieval (IIR) workshop. Bari, Italy, January 26-27, 2012.
2011
Tumasch Reichenbacher and Stefano De Sabbata. Geographic relevance – different notions of geographies and relevancies. SIGSPATIAL special issue on Geographic Information Retrieval, Volume 3, Number 2, July 2011.
2010
Stefano De Sabbata. Criteria of Geographic Relevance. Proceedings of the 6th International Conference on Geographic Information Science. Zurich, Switzerland, 2010. (Download the presentation slides in pdf)
 
Stefano De Sabbata, Tumasch Reichenbacher. A Probabilistic Model of Geographic Relevance. Proceedings of the 6th Workshop on Geographic Information Retrieval. Zurich, Switzerland, 2010.
2009
Tumasch Reichenbacher, Paul Crease, Stefano De Sabbata. The concept of geographic relevance. Proceedings of the 6th International Symposium on LBS and TeleCartography. Nottingham, UK, 2009.
Multiple Temporal
Unit Problem
2011
Matthias Kuhn, Sebastian Pfister, Irene Vontobel, Corina Willi, Stefano De Sabbata, Arzu Çöltekin. TIMELINE: A Tool for the Video Analysis and Visualisation of Geographic Phenomena over Time. Pre-print version. In Proceedings of 25th International Cartographic Conference, ICC 2011. Paris, France, 2011.
 
Arzu Çöltekin, Stefano De Sabbata, Corina Willi, Irene Vontobel, Sebastian Pfister, Matthias Kuhn, Martin Lacayo. Modifiable Temporal Unit Problem. In Proceedings of ICC2011 Workshop on Persistent problems in geographic visualization. Paris, France, 2011.
Related to
my Master's thesis
2008
Stefano De Sabbata, Stefano Mizzaro, Luca Vassena. Where do you roll today? Trajectory prediction by SpaceRank and Physics Models. Book chapter in Location Based Services and TeleCartography II, Lecture Notes in Geoinformation and Cartography, pp. 63-78, Springer Berlin Heidelberg, 2008.
 
Stefano De Sabbata, Stefano Mizzaro, Luca Vassena. SpaceRank: Using PageRank to estimate location importance. In Proceedings of ECAI 2008 Workshop on Mining Social Data, Patras, Greece, 2008.