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• W2498678339 abstract "Expert deminers using hand-held detectors construct outlines to make detection decisions. These outlines are constructed by finding a point near a potential target at which the metal detector goes from beeping to not beeping. This feedback transition point is known as an edge point. By finding numerous edge points systematically, these experts build outlines or patterns of the area in which detector feedback occurs. These patterns allow the expert operator to make decisions about the absence or presence of a mine, based on previous experience with patterns. That is, if a pattern currently encountered is similar to one belonging to a mine in the past, then the probability of mine presence is high. By incorporating such behavior into standard demining training programs, researchers have been able to improve performance of novices and also reduce performance differences amongst them. I propose that representing these outlines on a screen rather than relying on operator memory may result in further improvement. To test this, a simulated landmine detection experiment was designed where trained participants behaved like deminers trying on find dummymines. These users constructed and used these outlines to confirm the presence or absence of a target. Some users adopted the present approach of remembering these outlines, while others were provided with a visual decision support tool. The visual decision support tool permitted operators to collect and store edge points, which were displayed on a simple interface, enabling them to see the outline. Users that had to remember these outlines could detect targets with a probability of 77%, while those with visual support detected targets with a probability of 95%. Furthermore, apart from being more correct, participants with visual support were 33%more accurate at locating target positions." @default.
• W2498678339 created "2016-08-23" @default.
• W2498678339 creator A5050221302 @default.
• W2498678339 date "2010-01-01" @default.
• W2498678339 modified "2023-09-26" @default.
• W2498678339 title "Visualizing patterns: decision support for human-based demining" @default.
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• W2498678339 hasPublicationYear "2010" @default.
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