Install apprecommender by entering the following commands in the terminal:
sudo apt update sudo apt install apprecommender
Application recommender for Debian (and derivatives)
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.