"Breaking the online dating sound barrier"

Tuesday, March 26, 2019

PAPER: Machine learning meets partner matching:

Predicting the future relationship quality based on personality traits

https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0213569&type=printable

PAPER: A Study on the Accuracy of Prediction in Recommendation System Based on Similarity Measures
http://onlinedatingsoundbarrier.blogspot.com/2019/03/paper-study-on-accuracy-of-prediction.html
PAPER: Aspirational pursuit of mates in online dating markets
https://onlinedatingsoundbarrier.blogspot.com/2018/08/paper-aspirational-pursuit-of-mates-in.html

Online Dating sites have very big databases, in the range of 20,000,000 (twenty million) profiles, so the Big Five model or the HEXACO model are not enough for predictive purposes. That is why I suggest the 16PF6 test instead and another method to calculate similarity.

The key to long-lasting romance: COMPATIBILITY is exactly STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests or political views".

Contradictory information from eHarmony and PROOF of FRAUD from the papers they had published using the OBSOLETE NORMATIVE PERSONALITY TEST BIG FIVE.
BIG FIVE NORMATIVE TEST WAS REVEALED AS INCORRECT AND INCOMPLETE MODEL OF PERSONALITY !!!
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/08/contradictory-information-from-eharmony.html

High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
Without offering the NORMATIVE 16PF6 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry.

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

Tinder former co-founder asks court to dismiss MTCH lawsuit

https://www.theverge.com/2019/3/25/18279573/tinder-sean-rad-match-group-iac-lawsuit
https://seekingalpha.com/news/3445532-tinder-co-founder-wants-match-lawsuit-dropped
about "shine a light on the terrible practices I have witnessed from Match"
http://onlinedatingsoundbarrier.blogspot.com/2018/08/about-shine-light-on-terrible-practices.html

Nearly all of the big dating apps are now owned by Match Group
http://onlinedatingsoundbarrier.blogspot.com/2019/02/nearly-all-of-big-dating-apps-are-now.html

Match, Bumble Evidence in IP Dispute to Remain Confidential
https://onlinedatingsoundbarrier.blogspot.com/2019/01/match-bumble-evidence-in-ip-dispute-to.html

No IPO for Bumble (Badoo)?
https://onlinedatingsoundbarrier.blogspot.com/2019/03/no-ipo-for-bumble-badoo.html

Match independent evaluation values Tinder at USD 10 Billion?
https://onlinedatingsoundbarrier.blogspot.com/2019/03/match-independent-evaluation-values.html

Please be alerted, be informed Bumble is backed by Badoo (80%, majority-owned by Badoo)
It is said Badoo is related to Russian mafia of white hat hackers in the spyware business.
Badoo is in big war with Tinder (Match Group)

Sunday, March 24, 2019

The Rise of Online Dating, and the Company That Dominates the Market ?

https://www.visualcapitalist.com/online-dating-big-business/

No Valentine's month 2019?
http://onlinedatingsoundbarrier.blogspot.com/2019/03/no-valentines-month-2019.html
Psychiatrist warns 'gamification' of dating apps is harming our chances of finding love
https://onlinedatingsoundbarrier.blogspot.com/2019/03/psychiatrist-warns-gamification-of.html

Lack Of Innovation & Decadence can summarize the Online Dating Industry.
C-Level executives are more worried about their golf scores than their company’s long term strategy and innovations.
C-level executives are cooking barbecues under the water (selling smoke) and not paying attention to latest research from Academics which could be beneficial for the Online Dating Industry.

WorldWide, there are over 5,000 (five thousand) online dating sites:

- but no one is using the 16PF5 (or similar) to assess personality of its members!

- but no one calculates similarity with a quantized pattern comparison method!

- but no one can show Compatibility Distribution Curves to each and every of its members!!! i.e. if you are a man seeking women, to show how compatible you are with a 20,000,000 women database, and to select a bunch of 100 women from 20,000,000 women database.

- but no one is scientifically proven! No actual online dating site is "scientifically proven" because no one can prove its matching algorithm can match prospective partners who will have more stable and satisfying relationships (and very low divorce rates) than couples matched by chance, astrological destiny, personal preferences, searching on one's own, or other technique as the control group in a peer reviewed Scientific Paper for the majority (over 90%) of its members.

The Online Dating Industry does not need a 10% improvement, a 50% improvement or a 100% improvement. It does need "a 100 times better improvement"

The key to long-lasting romance: COMPATIBILITY is exactly STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests or political views".

Online Dating sites have very big databases, in the range of 20,000,000 (twenty million) profiles, so the Big Five model or the HEXACO model are not enough for predictive purposes. That is why I suggest the 16PF6 test instead and another method to calculate similarity.

High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
Without offering the NORMATIVE 16PF6 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry.

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

Saturday, March 23, 2019

PAPER: A Study on the Accuracy of Prediction in Recommendation System Based on Similarity Measures

[PDF] A Study on the Accuracy of Prediction in Recommendation System Based on Similarity Measures

PAPER: Improved collaborative filtering recommendation algorithm of similarity measure
https://onlinedatingsoundbarrier.blogspot.com/2017/05/paper-improved-collaborative-filtering.html

PAPER: An Efficient Similarity Measure for User-based Collaborative Filtering Recommender Systems Inspired by the Physical Resonance Principle
https://onlinedatingsoundbarrier.blogspot.com/2017/12/paper-efficient-similarity-measure-for.html

PAPER: A Modified Similarity Measure for Improving Accuracy of User-Based Collaborative Filtering
https://onlinedatingsoundbarrier.blogspot.com/2018/06/paper-modified-similarity-measure-for.html

about 12th ACM Conference on Recommender Systems
https://onlinedatingsoundbarrier.blogspot.com/2018/10/about-12th-acm-conference-on.html

PAPER: Personalized recommendation via user preference matching
https://onlinedatingsoundbarrier.blogspot.com/2019/02/paper-personalized-recommendation-via.html

PAPER: Similarity Measures Using Fuzzified Ratings for Collaborative Filtering
https://onlinedatingsoundbarrier.blogspot.com/2017/12/paper-similarity-measures-using.html

PAPER "A New Similarity Measure Based on Mean Measure of Divergence for Collaborative Filtering in Sparse Environment"
https://onlinedatingsoundbarrier.blogspot.com/2016/08/paper-new-similarity-measure-based-on.html

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.
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/01/paper-comparative-study-of-people-to_14.html

They need to calculate personality similarity between users but there are different formulas to calculate similarity.

In case you did not see, recommender systems are morphing to compatibility matching engines, as the same used in the Online Dating Industry for years, with low success rates until now because they mostly use the Big Five model to assess personality and the Pearson correlation coefficient to calculate similarity.
Please remember: Personality traits are highly stable in persons over 25 years old to 45 years old.

The key to long-lasting romance: COMPATIBILITY is exactly STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests or political views".

Which is the RIGHT approach to innovate in the Personality Based Recommender Systems Arena?
The same approach to innovate in the Online Dating Industry == 16PF6 test or similar to assess personality traits and a new method to calculate similarity between quantized patterns.

Online Dating sites have very big databases, in the range of 20,000,000 (twenty million) profiles, so the Big Five model or the HEXACO model are not enough for predictive purposes. That is why I suggest the 16PF6 test instead and another method to calculate similarity.

High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
Without offering the NORMATIVE 16PF6 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry.

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