The TAGora project aims at exploiting the unique opportunities offered by the increasing popularity of computer-mediated social interaction in a variety of contexts. Such popularity, in fact, is making available large amounts of raw data from online semiotic systems (for example, collaborative tagging systems) and these data may become the foundantion of a true scientific investigation about the behavior of human agents on the Web and the dynamics of information in online communities.