NAME

       apprecommender - Application Recommender for Debian Systems

DESCRIPTION

       A  recommender  system  for  Debian  packages.  To make a recommendation, this application
       gathers the packages installed through apt and create an user profile based on them.  This
       profile is then used to search for useful packages for a user.

       This  package  provides several content-based recommendations approach and each one should
       provide different recommendations from the others.

GENERAL COMMANDS

       -h, --help
              Print this help

       -i, --init
              Initialize AppRecommender data by indexing the  searchable  packages  in  a  Xapian
              database

       -t, --train
              Make training of AppRecommender machine learning strategies.

       -s, --strategy=OPTION
              Set recommendation strategy. If this flag is not used, the default strategy cb will
              be used as the default strategy value.

RECOMMENDATION STRATEGY OPTIONS

       cb = content-based, mixed profile

       cbt = content-based, tags only profile

       cbd = content-based, description terms only profile

       cbh = content-based, half-half profile

       cbtm = content-based, time-context profile

       cb_eset = cb with eset profiling

       cbt_eset = cbt with eset profiling

       cbd_eset = cbd_eset with eset profiling

       cbh_eset = cbh with eset profiling

       mlbva = machine_learning, Binary Vector Approach

       mlbva_eset = machine_learning, Binary Vector Approach with eset profiling

       mlbow = machine_learning, Bag Of Words

       mlbow = machine_learning, Bag Of Words with eset profiling

SEE ALSO

       The full documentation for INFO: is maintained as a Texinfo manual.  If the info and INFO:
       programs are properly installed at your site, the command

              info INFO:

       should give you access to the complete manual.