apprecommender 0.7.5-2 (amd64 binary) in ubuntu cosmic

 The user provides a set of applications installed in her/his system and the
 recommender suggests a set of programs that she/he might also be interested in,
 based on the profile deduced from the his previous choices and other similar
 users choices. The recommendations are composed using classification and
 information retrieval techniques using debtags, apt-xapian-index and user
 packages terms as data sources.