Just seen this article:
What Happens To Our Brain When We're In Love? by Dr. Helen Fisher
Please read also:
WE HAVE CHEMISTRY! ??? NOT
big data dating IS NOT the key to long-lasting romance
Behavioural Recommender Systems CAN NOT outperform compatibility matching engines based on personality similarity.
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 personal preferences)
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.
The Online Dating Industry needs Innovations, but the innovations the Online Dating Industry needs will come from only one source: the latest discoveries in theories of romantic relationships development with commitment.
The key to long-lasting romance is STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests".
Personality Based Recommender Systems are the next generation of recommender systems because they perform far better than Behavioural ones (past actions and pattern of personal preferences)
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!