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The problem of the identification of weak signals is central in competitive Intelligence. The Web seems to be a very appropriate information source to detect such signals. The difficulty is the collection and the treatment of a mass and little structured data. This communication presents an hybrid nonBoolean approach that reveals innovating knowledge. The approach used information coming from the internet and information collected through a thesaurus.