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Data fusion has been important field of expl oration, brought to light under the influence of new technologies and the emerging need for information integration and knowledge extraction from heter ogeneous data sources. The main focus of this paper will be set particularly on sensor data fusion. Our cu rrent focus is on designing and developing an intelligent data fusion component for a Sens or Web based architecture that will enable combining different environmental data into coherent information. For addressing ...