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The paper presents general assumption and the method for system architecture development of the ongoing project Semantic Monitoring of Cyberspace (SMC). Objective of SMC is to design and deploy a tool to support tracking of trade of illegal chemical substances by continuous semantic monitoring of Web 2.0 sources such as forums, thematic news portals, etc.
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