Public bug reported:

Software a user have chosen to uninstall should not be put at the top of
the list of software recommendations. The act of uninstalling should
count as a down-vote for that software package.

Steps to reproduce:
1. Clean installation of Ubuntu
2. Uninstall any software package (e.g. `unity-webapps-common`)
3. Open the Software Center
4. Login using a Ubuntu single sign on
5. Enable recommendations
6. Open Recommended for you

What do you know: there is Amazon ‘Unity WebApp integration script’
listed as the number two software I should (re-)install even though I
clearly do not want it on my system.

Ubuntu 12.10, software-center 5.4.1.3

** Affects: software-center (Ubuntu)
     Importance: Undecided
         Status: New


** Tags: quantal software-discoverability software-recommendations

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https://bugs.launchpad.net/bugs/1096958

Title:
  Significantly lower recommendation score for software that has
  previously been uninstalled from the system

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