This bug was fixed in the package software-center - 5.3.11

---------------
software-center (5.3.11) quantal; urgency=low

  [ Michael Vogt ]
  * lp:~mvo/software-center/speedup2:
    - startup time improvements
  * lp:~mvo/software-center/adt-you-make-my-life-hard:
    - updates to make the tests run as user
  * debian/tests/run-tests, run-tests.sh:
    - ensure there is a apt-xapian-index available as this is not
      automatically created in the ADT test VM environment
    - fail to run the tests if there is no apt-xapian-index
  * lp:~mvo/software-center/lp1045330:
    - return an empty string if there is no price instead
      of the "None" string and add test (LP: #1045330)
  * lp:~mvo/software-center/lp1044900:
    - add local "trans" var to fix crash (LP: #1044900)
  * lp:~mvo/software-center/fix-init:
    - fix some incorrect __init__() calls
  * lp:~mvo/software-center/fix-fixme-lp1045330:
    - test case update, fix a FIXME in the dataprovider
      test by providing its own private dbus connection
      instead of using the system bus
  * lp:~mvo/software-center/lp1045826:
    - fix double display of currency and cleanup around
      this code (LP: #1045826)
  * lp:~mvo/software-center/trivial-restore-state-fix:
    - improvements to the initial window size code and
      make the window size config a property that supports
      tuples

  [ Aaron Peachey ]
  * lp:~aaronp/software-center/review-refactor:
    - This branch simply converts the existing callbacks for retrieval
      of review data and submission/deletion/modification of reviews
      to GObject signals (courtesy of mvo) which makes it more consistent
      with the rest of the code

  [ Gary Lasker ]
  * lp:~gary-lasker/software-center/recommended-installed-feedback:
    - signal the recommender service when a recommended item has been
      successfully installed, refactor and clean up surrounding code,
      new unit tests for the feature (LP: #944060, LP: #1044107)
 -- Michael Vogt <michael.v...@ubuntu.com>   Fri, 07 Sep 2012 09:36:45 +0200

** Changed in: software-center (Ubuntu)
       Status: Fix Committed => Fix Released

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https://bugs.launchpad.net/bugs/944060

Title:
  Provide a way for tracking if user acted on a recommendation

Status in Ubuntu Recommender:
  Fix Committed
Status in “software-center” package in Ubuntu:
  Fix Released

Bug description:
  There should be a way of tracking if given recommendation was acted by
  user, that is, if recommended application was actually installed.

  This would require implementation on both server and client. The
  server side needs to provide an api for client to call when
  recommendation caused user to install an aplication.

  The client side needs to track which recommendation (if any) was
  displayed before user installed given application.

  This requires tracking user behaviour, but it's part of getting
  feedback of the quality of recommendations we are computing. At the
  point where this call will be used, user already had opted in into
  recommendation system.

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