PAPER Trust-based Service Recommendation in Social Network

http://www.naturalspublishing.com/files/published/34k28u3x8b78sp.pdf

Please see also:
Big Data and Machine Learning: A Case Study with Bump Boost
http://www.inf.fu-berlin.de/inst/ag-ki/rojas_home/documents/Betreute_Arbeiten/Master-Alber.pdf

NEW PAPER "Recommendation Based on Trust Diffusion Model"
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/05/new-paper-recommendation-based-on-trust.html

PAPER: "How to Improve Multi-Agent Recommendations Using Data from Social Networks?"
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/05/paper-how-to-improve-multi-agent.html

PAPER Reciprocal Recommendation System for Online Dating
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/02/paper-reciprocal-recommendation-system.html
 
Please remember:
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. 
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/02/article-how-dating-companies-are-having.html
 
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!