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In this Thesis, methodologies and techniques for paving the way that starts from nowadays web applications and leads to the Wisdom Web have been studied, with a particular focus on information retrieval systems, content management systems and e-Learning systems. A new platform for supporting the easy integration of semantic information into nowadays systems has been designed and developed, and has been applied to several case studies: a custom-made CMS, a publicly available e-Learning system (Moodle), an intelligent proxy for web navigation (Muffin) and a life-long learning system developed in the context of the CABLE project (a EU-funded Minerva Project). In addition some extensions of the proposed system to environments sharing with the Web the underlying infrastructure and the communication and interaction paradigms have been studied. A case study is provided for domotic systems.