http://www.sciencedirect.com/science/article/pii/S0747563216300097
Please see also:
PAPER Birds of a feather do flock together: behavior and language based personality assessment reveal personality homophily among couples and friends.
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/12/paper-birds-of-feather-do-flock-together.html
PAPER Similarity Scores Evaluation in Social Networking Sites
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/12/paper-similarity-scores-evaluation-in.html
PAPER "On the similarity between exchangeable profiles .."
http://onlinedatingsoundbarrier.blogspot.com.ar/2013/03/paper-on-similarity-between.html
PAPER User Similarity Adjustment for Improved Recommendations
http://onlinedatingsoundbarrier.blogspot.com.ar/2016/01/paper-user-similarity-adjustment-for.html
PAPER CS224W Final Report
http://onlinedatingsoundbarrier.blogspot.com.ar/2016/01/paper-cs224w-final-report.html
Similarity is a word that has different meanings for different persons or companies, it exactly depends on how mathematically is defined.
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/04/paper-hybrid-personalized-recommender.html
Please see: "How to calculate personality similarity between users"
Short answer: the key is the ENSEMBLE!
(the whole set of different valid possibilities)
http://onlinedatingsoundbarrier.blogspot.com.ar/2013/03/how-to-calculate-personality-similarity.html
“Top 45 Top Scientific Papers For The Online Dating Industry”
http://www.onlinepersonalswatch.com/internetdatingscience/2012/02/top-45-top-scientific-papers-for-the-online-dating-industry.html
Those
papers clearly show the key to long-lasting romance is STRICT
PERSONALITY SIMILARITY and not “meet other people with similar
interests”.
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/03/proof-of-fraud-from-eharmony.html
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/03/paper-tencentrec-real-time-stream.html
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/09/article-its-all-in-personality.html
Please read: The 8 tips to innovate in the Online Dating Industry!
http://onlinedatingsoundbarrier.blogspot.com.ar/2013/12/the-8-tips-to-innovate-in-online-dating.html
The next wave of innovation!
http://onlinedatingsoundbarrier.blogspot.com.ar/2013/06/the-next-wave-of-innovation.html
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