Please see also:
Big Data and Machine Learning: A Case Study with Bump Boost
NEW PAPER "Recommendation Based on Trust Diffusion Model"
PAPER: "How to Improve Multi-Agent Recommendations Using Data from Social Networks?"
PAPER Reciprocal Recommendation System for Online Dating
Behavioural recommender systems or other system that learns your preferences are useless
for serious online dating purposes and Personality Based Recommender
Systems are the next generation of recommender systems because they
perform far better than Behavioural ones (past actions and pattern of
That is the only way to improve recommender systems, to include the personality traits of their users. They need to calculate personality similarity between users.
If you want to be first in the "personalization arena" == Personality
Based Recommender Systems, you should understand HOW TO INNOVATE in the ............ Online Dating Industry first of all!