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Paper introduces methods for targeted information retrieval in the web space as a response to user needs using semantic technologies and classification methods of machine learning. It focuses on targeted information from such domains like for example: a contracted physician of a given health insurance company, premises to rent, contact information of organizations of a given category and their location on the map using GPS navigation, etc.