SC 740 Presentation Review
By Deborah Dent
A Knowledge-Based Approach for the Conflation of Vector Mapping Data
Presented by Maria Cobb
Professor
University of Southern Mississippi
October 8, 1997
Dr. Cobb presented a very interesting talk on using an expert system to handle the conflation of vector mapping data. She began the presentation with the definition of map conflation which is regarded as the combination of information from two digital maps to produce a third map which is "better" than either of its components sources. She then pointed out that most of the maps that are available through the National Imagery and Mapping Agency (NIMA) were manually entered and some of the maps date back to the 1800's.
The history of map conflation goes back to the early to mid-1980's and the many of the maps used are those produced and disseminated by NIMA that conform to the Vector Product Format (VPF) standard. This expert system (which used a rule-based approach) takes into consideration issues associated with the problem of matching features and maintaining accuracy requirements.
Dr. Cobb then presented a detailed example using 2 maps of a railroad line as an example. Some of the components needed to produce a single better map include:
Some basic steps needed to achieve the new map include:
Dr. Cobbs the presented an example of the stages of the user interaction and detailed examples of the matching of features and concluded information concerning potential problems. This appears to be a very interesting subject and research that can be used by both the federal government and private industry.