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Ubuntu Vipes reports that Ubuntu Software Center will have Zeitgeist integration in Ubuntu 11.04 as announced by Michael Vogt on his blog



What is Zeitgeist?

Zeitgeist is a service which logs the user's activities and events (files opened, websites visited, conversations hold with other people, etc.) and makes the relevant information available to other applications. It serves as a comprehensive activity log and also makes it possible to determine relationships between items based on usage patterns.
  Ubuntu Software Center will have Zeitgeist Integration in Ubuntu 11.04 Natty Narwhal