Article describes actual problems of personal navigation in portable scientific document set representation. Proposed algorithm for ranking document graph paths based on machine learning, described algorithm analysis and most probable navigation context parts.
Keywords: Document set navigation, machine learning, navigation context, scientific data visualization
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