Title :
A goal oriented feature selection for collaborative GIS
Author :
Diamantini, Claudia ; Gemelli, Alberto ; Potena, Domenico
Author_Institution :
Dipt. di Ing. Inf., Gestionale e dell´´Autom., Univ. Politec. delle Marche, Ancona
Abstract :
Geographical Information Systems, in the modern conception, are open and collaborative systems. In this framework, we present a novel goal oriented feature selection method. The method ranks and selects the information on the basis of specific classification and costs optimization targets, provided by the user. The output models is human comprehensible and can be used jointly with others rank models, supporting a multi-goals analysis. A case study is also presented.
Keywords :
feature extraction; geographic information systems; groupware; open systems; Geographical Information Systems; collaborative GIS; costs optimization; goal oriented feature selection; multi-goals analysis; open systems; specific classification; Chemical sensors; Collaboration; Cost function; Geographic Information Systems; Geophysical measurements; Humans; Predictive models; Sensor phenomena and characterization; Sensor systems and applications; Vegetation mapping; Collaborative Geographic Information System; Decision Support System; Feature Ranking; Feature Selection for Classification; GIS;
Conference_Titel :
Collaborative Technologies and Systems, 2009. CTS '09. International Symposium on
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-4584-4
Electronic_ISBN :
978-1-4244-4586-8
DOI :
10.1109/CTS.2009.5067458