Showing posts with label algorithms. Show all posts
Showing posts with label algorithms. Show all posts

Saturday, November 5, 2022

Thursday, July 1, 2021

"It's 2021, Why Are Dating App Algorithms Still so Bad?"

 



https://www.onlinepersonalswatch.com/news/2021/07/its-2021-why-are-dating-app-algorithms-still-so-bad.html

article about "How Dating App Algorithms Work to Find the One for You "???
https://onlinedatingsoundbarrier.blogspot.com/2021/04/article-about-how-dating-app-algorithms.html

article about: Can A (ipsative) Personality Test Help Me Find True Love?
https://onlinedatingsoundbarrier.blogspot.com/2020/01/article-about-can-ipsative-personality.html

Once Creates ‘Love Experiment’ ?
http://onlinedatingsoundbarrier.blogspot.com/2021/06/once-creates-love-experiment.html

The Online Dating Industry needs INNOVATIONS, not more bells and whistles.
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.
 
The 3 milestone discoveries of the 2001 - 2010 decade for Theories of Romantic Relationships Development are:

I) Several studies showing contraceptive pills users make different mate choices, on average, compared to non-users.
"Only short-term but not long-term partner preferences tend to vary with the menstrual cycle"

II) People often report partner preferences that are not compatible with their choices in real life. (Behavioural recommender systems or other system that learns your preferences are useless)

III) What is important in attracting people to one another may not be important in making couples happy.
The key to long-lasting romance: COMPATIBILITY is exactly STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests or political views".  

FUNNY: IDEA's Project 0d8 Helps Dating Services Improve
https://onlinedatingsoundbarrier.blogspot.com/2019/07/funny-ideas-project-0d8-helps-dating.html
Improvement is not innovation!
http://onlinedatingsoundbarrier.blogspot.com.ar/2018/01/mistakes-at-behavioral-economics-of.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.

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.
  


Thursday, April 22, 2021

Algorithms can sway people when making online dating decisions

 






https://www.newscientist.com/article/2275158-algorithms-can-sway-people-when-making-online-dating-decisions 


Forbes article: Am I Dating An Algorithm?
https://onlinedatingsoundbarrier.blogspot.com/2020/12/forbes-article-am-i-dating-algorithm.html


Matching Algorithms for the Online Dating Industry (serious daters)
https://onlinedatingsoundbarrier.blogspot.com/2013/01/matching-algorithms-for-online-dating.html


The influence of algorithms on political and dating decisions
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0249454

 

One company bets on AI as the future of matchmaking ???
https://onlinedatingsoundbarrier.blogspot.com/2019/08/one-company-bets-on-ai-as-future-of.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.
 

 

Friday, December 11, 2020

Forbes article: Am I Dating An Algorithm?

 




https://www.forbes.com/sites/anniebrown/2020/12/10/am-i-dating-an-algorithm-relationship-experts-weigh-in-on-the-impacts-of-ai


Artificial Intelligence swiping right the dating industry ???
https://onlinedatingsoundbarrier.blogspot.com/2020/08/artificial-intelligence-swiping-right.html


They had the bad habit to call / to mistake AI to any silly recommender system that learns your preference.
DO NOT mistake "artificial intelligence" with a behavioural recommender system. 



Viola.AI was BIG hoax, fraud, big OVERPROMISE
https://onlinedatingsoundbarrier.blogspot.com/2020/06/violaai-was-big-hoax-fraud-big.html


One company bets on AI as the future of matchmaking ???
https://onlinedatingsoundbarrier.blogspot.com/2019/08/one-company-bets-on-ai-as-future-of.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.
 

 

Thursday, May 23, 2019

A dating app for literal monsters exposes the bias in our swipes ?







https://mashable.com/article/monstermatch-dating-app-algorithm-bias/
https://monstermatch.hiddenswitch.com/algorithms
https://monstermatch.hiddenswitch.com/online-dating
https://monstermatch.hiddenswitch.com/algorithms
https://monstermatch.hiddenswitch.com/what-you-learned
 

How Hinge used machine learning to build its first online recommendation engine ?
http://onlinedatingsoundbarrier.blogspot.com/2019/05/how-hinge-used-machine-learning-to.html

The journalist who provoked the wrath of Tinder is back
https://onlinedatingsoundbarrier.blogspot.com/2018/09/the-journalist-who-provoked-wrath-of.html
Why Tinder DOESN'T work for Long Term Mating: Study says evaluating someone based on their physical attractiveness alone is 'pointless'
https://onlinedatingsoundbarrier.blogspot.com/2017/06/why-tinder-doesnt-work-for-long-term.html
PAPER and article about "Tinder is for instant gratification only"
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/01/paper-and-article-about-tinder-is-for.html
article Tinder and the Dawn of the “Dating Apocalypse”
https://onlinedatingsoundbarrier.blogspot.com/2015/08/article-tinder-and-dawn-of-dating.html

Dataclysm: Silly data released from OKCupid. (Match Group site)
https://onlinedatingsoundbarrier.blogspot.com/2016/05/silly-data-released-from-okcupid-match.html

Tinder is like an out of control machine gun shooting flowers (good for nothing, useless).
http://onlinedatingsoundbarrier.blogspot.com.ar/2016/08/out-of-control-machine-gun-shooting.html


Scientists are studying your tweets, YouTube videos, Instagram posts. Is that ethical?
https://onlinedatingsoundbarrier.blogspot.com/2019/04/scientists-are-studying-your-tweets.html

Forbes article: 'Black Mirror' Recap: 'Hang The DJ' Satirizes Dating In The Digital Age
https://onlinedatingsoundbarrier.blogspot.com/2018/01/forbes-article-black-mirror-recap-hang.html

WP article: Tinder and OkCupid have given up on finding you a soul mate
https://onlinedatingsoundbarrier.blogspot.com/2018/12/wp-article-tinder-and-okcupid-have.html

article: How successful is digital dating in finding ‘The One’?
https://onlinedatingsoundbarrier.blogspot.com/2017/04/article-how-successful-is-digital.html

The 4 ways ‘Black Mirror’s’ vision of online dating is actually better than Tinder
https://onlinedatingsoundbarrier.blogspot.com/2018/01/the-4-ways-black-mirrors-vision-of.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)
https://onlinedatingsoundbarrier.blogspot.com/2019/05/paper-beyond-personalization-research.html
 
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 notice: 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.

Breaking "the online dating sound barrier" is to achieve at least:
3 most compatible persons in a 100,000 persons database.
12 most compatible persons in a 1,000,000 persons database.
48 most compatible persons in a 10,000,000 persons database.
100 times better than Compatibility Matching Algorithms used by actual online dating sites!

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.

Wednesday, January 16, 2019

PAPER Price of Anarchy in Algorithmic Matching of Romantic Partners



https://arxiv.org/pdf/1901.03192.pdf


Gale-Shapley algorithm for Hinge new feature?
https://onlinedatingsoundbarrier.blogspot.com/2018/07/gale-shapley-algorithm-for-hinge-new.html

Reddit User Turns 'Black Mirror' Episode Gimmick Into Dating App (Juliet App)
https://onlinedatingsoundbarrier.blogspot.com/2019/01/reddit-user-turns-black-mirror-episode.html
 

Matching Algorithms for the Online Dating Industry (serious daters)
https://onlinedatingsoundbarrier.blogspot.com/2013/01/matching-algorithms-for-online-dating.html

article and PAPER: Effects of personality on postdivorce partnership trajectories
https://onlinedatingsoundbarrier.blogspot.com/2017/01/article-and-paper-effects-of.html



Alexa and SimilarWeb show NO rising tide for Online Dating Industry in 2018
http://onlinedatingsoundbarrier.blogspot.com/2019/01/alexa-and-similarweb-show-no-rising.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.


Compatibility is all about a high level on personality similarity between prospective mates for long term mating with commitment, and not meet other people with similar interests or political views.


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 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

Friday, May 4, 2018

about IDEA White Paper: 39 Internet Dating CEOs Weigh-in On Facebook Dating






http://www.onlinepersonalswatch.com/news/2018/05/white-paper-39-dating-industry-ceos-weigh-in-on-facebooks-entry-into-dating.html

http://www.onlinepersonalswatch.com/files/idea---ceos-weigh-in-on-facebooks-entry-into-dating.pdf

They talk stupidities.

No one of those CEOs can innovate in the Online Dating Industry.

MySpace a social dating site
http://onlinedatingsoundbarrier.blogspot.com.ar/2010/12/myspace-social-dating-site.html

"Facebook gets into dating, but there’s little scientific evidence online personality matching works"
http://onlinedatingsoundbarrier.blogspot.com.ar/2018/05/facebook-gets-into-dating-but-theres.html


Please see:
PAPER "Only the congruent survive - Personality similarities in couples. Personality and Individual Differences"
http://onlinedatingsoundbarrier.blogspot.com.ar/2013/04/paper-partnership-longevity-and.html
 
PAPER "Partnership longevity and personality congruence in couples"
http://onlinedatingsoundbarrier.blogspot.com.ar/2010/04/only-congruent-survive-personality.html

 
Breaking "the online dating sound barrier" is to achieve at least:
3 most compatible persons in a 100,000 persons database.
12 most compatible persons in a 1,000,000 persons database.
48 most compatible persons in a 10,000,000 persons database.
100 times better than Compatibility Matching Algorithms used by actual online dating sites!

High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
 

Without offering the NORMATIVE 16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry.
 
Lack Of Innovation and 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.


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

Sunday, February 18, 2018

article about Have Silicon Valley singles given up on the algorithms of love?


http://www.dailyherald.com/business/20180217/have-silicon-valley-singles-given-up-on-the-algorithms-of-love

Match Group CEO talks she is going to feminize Tinder.
http://onlinedatingsoundbarrier.blogspot.com.ar/2018/02/match-group-ceo-talks-she-is-going-to.html


Remembering "Operation Match"
http://onlinedatingsoundbarrier.blogspot.com.ar/2018/02/remembering-operation-match.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.


High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
Without offering the NORMATIVE 16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry.
  

 
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
   

 
Very easy to copycat eHarmony, but very difficult to innovate: a 100 times better algorithm than eHarmony.
http://onlinedatingsoundbarrier.blogspot.com.ar/2016/10/very-easy-to-copycat-eharmony-but-very.html

Thursday, November 12, 2015

article: "Sorry, singletons, but dating-site algorithms are fairly meaningless"

http://www.chicagotribune.com/lifestyles/sc-dating-algorithms-do-not-work-family-1124-20151112-story.html


Please see:
article "Critics challenge the 'science’ behind online dating"
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/03/article-critics-challenge-science.html
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/11/tinders-new-behavioral-behavioural.html


Proof of FRAUD from eHarmony
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/03/proof-of-fraud-from-eharmony.html
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/11/parody-of-eharmony-settling-settle.html


The 4 biggest eHarmony's copycats
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/02/the-4-biggest-eharmonys-copycats.html


Lack Of Innovation & Decadence can summarize the Online Dating Industry for years.
Online Dating for serious daters does not need to be more social, it needs to be more effective/efficient. It needs to reduce the false positives problem.

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.
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/09/likeli-likeit-likebright-12like-and-more.html

USA FTC Chief Technologist Ashkan Soltani On Algorithmic Transparency And The Fight Against Biased Bots
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/04/usa-ftc-chief-technologist-ashkan.html


I live in a South American country and I am really astonished to see how online daters in "1st World" countries are really victims of human experimentation. 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 is performing like the Pharmaceutical and Cosmetic Industry before the USA Food and Drug Administration was created. There is no/weak Legislation, no ID verification, low reliable background checks, no Quality Norms.
No one compatibility matching method is Scientifically Proven.
The entire Online Dating Industry for serious daters in 1st World Countries is a HOAX, performing as a Big Online Casino, with a low effectiveness/efficiency level of their matching algorithms (less than 10%). In the same range as searching by your own.


The key to long-lasting romance is STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests". 

The Online Dating Industry needs a very powerful algorithm like the "Teller Ulam design". In this case 100 times more powerful than actual matching algorithms. 

Not 100% better, 100 TIMES better
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/05/lifeproject-method-versus-eharmony.html 
 
  

Thursday, April 16, 2015

article Google distorts search results, says EU


http://www.irishexaminer.com/ireland/google-distorts-search-results-says-eu-324183.html

The European Union has accused Google of cheating consumers and competitors by distorting Web search results to favour its own shopping service, after a five-year investigation that could change the rules for business online.

Please see:
USA FTC Chief Technologist Ashkan Soltani On Algorithmic Transparency And The Fight Against Biased Bots
http://onlinedatingsoundbarrier.blogspot.com.ar/2015/04/usa-ftc-chief-technologist-ashkan.html







Wednesday, October 1, 2014

About: Matching Algorithms, A work in Progress.

Dave Evans had recently blogged about Matching Algorithms, A work in Progress. He had deleted all previous comments in his blog and he does not allow any more fresh comments. The same for Global Dating Insights and nearly the same for Online Personals Watch, no more thought provoking comments for the Online Dating Industry.


Please remember:
"online dating" is a broad concept to define a large group of different proposals: Search ("You can search for the person you want, but most probably that person does not exist or does not want to meet you because you are not compatible with him/her.")/ Matching based on Self-Reported Data - Bidirectional Recommendation Engines / Compatibility Matching Algorithms. Experience had shown serious daters never use social networking sites/applications for dating purposes and online daters belong to 3, 4, 5 or 6 online dating sites at the same time.
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/01/facebook-is-not-primed-to-disrupt.html

Lack Of Innovation & Decadence can summarize the Online Dating Industry for years.
The Online Dating Industry is performing like the Pharmaceutical and Cosmetic Industry before the USA Food and Drug Administration was created. There is no/weak Legislation, no ID verification, low reliable background checks, no Quality Norms.
No one compatibility matching method is Scientifically Proven.
The entire Online Dating Industry for serious daters in 1st World Countries is a HOAX, performing as a Big Online Casino, with a low effectiveness/efficiency level of their matching algorithms (less than 10%). In the same range as searching by your own.
The Online Dating Industry needs a major cataclysm to extinguish the big, old and obsolete dinosaurs.
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/05/internet-trends-report-2014-from-kpcb.html

Please read: Why Online Dating Is Dying and Why It's a Good Thing! 
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/06/article-why-online-dating-is-dying-and.html

The key to long-lasting romance is STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests".

http://onlinedatingsoundbarrier.blogspot.com.ar/2014/03/big-data-dating-is-not-key-to-long.html
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/06/using-technology-and-psychology-to-make.html

The Next Big Investment Opportunity on the Internet will be .... Personalization!
Personality Based Recommender Systems and Strict Personality Based Compatibility Matching Engines for serious Online Dating with the normative 16PF5 personality test.
The 8 tips to innovate in the Online Dating Industry 2014!  

LIFEPROJECT METHOD: 100X better than eHarmony, not 100% better, 100 times better!
http://es.scribd.com/doc/223672375/LPMvEHARMONY-pdf

Sunday, September 14, 2014

About article "Dating Algorithms Is A Virgin Science"

http://www.onlinepersonalswatch.com/news/2014/09/dating-algorithms-is-a-virgin-science.html

The Online Dating Industry is performing like the Pharmaceutical and Cosmetic Industry before the USA Food and Drug Administration was created. There is no/weak Legislation, no ID verification, low reliable background checks, no Quality Norms.
No one compatibility matching method is Scientifically Proven.
The entire Online Dating Industry for serious daters in 1st World Countries is a HOAX, performing as a Big Online Casino, with a low effectiveness/efficiency level of their matching algorithms (less than 10%). In the same range as searching by your own.
The Online Dating Industry needs a major cataclysm to extinguish the big, old and obsolete dinosaurs.
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/05/internet-trends-report-2014-from-kpcb.html

Please read: Why Online Dating Is Dying and Why It's a Good Thing! 
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/06/article-why-online-dating-is-dying-and.html

The Online Dating Industry needs a very powerful algorithm like the "Teller Ulam design". In this case 100 times more powerful than actual matching algorithms.

With less than USD10 Million you can copycat eHarmony 
or
 innovate and revolutionize the Online Dating Industry, killing those old & obsolete sites forever. 

The key to long-lasting romance is STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests".

http://onlinedatingsoundbarrier.blogspot.com.ar/2014/03/big-data-dating-is-not-key-to-long.html
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/06/using-technology-and-psychology-to-make.html

The Next Big Investment Opportunity on the Internet will be .... Personalization!
Personality Based Recommender Systems and Strict Personality Based Compatibility Matching Engines for serious Online Dating with the normative 16PF5 personality test.
The 8 tips to innovate in the Online Dating Industry 2014!  

LIFEPROJECT METHOD: 100X better than eHarmony, not 100% better, 100 times better!
http://es.scribd.com/doc/223672375/LPMvEHARMONY-pdf

Thursday, January 2, 2014

Matching Algorithms for the Online Dating Industry 2014 (serious daters)

Please before reading this post read the post of the last year:
"Matching Algorithms for the Online Dating Industry 2013 (serious daters) "


Several Journalists had been posting BOGUS articles about Matching Algorithms for the Online Dating Industry, like:
Finally: New Online Dating Recommendation Algorithm Considers User’s Attractiveness.
Online Dating: The Science of Matchmaking.
A New Online Dating Algorithm Will Match You With Someone You Might Actually Have A Chance With.
Why The Future Of Online Dating Relies On Ignoring You.
TED talks.
Love connection: Researchers develop algorithm for recommending online dating prospects.
Can A New Online Dating Algorithm Transform Your Love Life?

mostly talking about the paper: "Recommendation in reciprocal and bipartite social networks - a case study of online dating" I showed you last January 2013, a year ago.

The Teller–Ulam design is the nuclear weapon design concept used in most of the world's multi-megaton-range thermonuclear weapons;  a 1,000 times more powerful than Hiroshima's Little Boy. In most applications the bulk of its destructive energy comes from uranium fission, not hydrogen/deuterium/tritium fusion. 
Its essential features, which officially remained secret for nearly three decades, are:
1) separation of stages into a triggering "primary" explosive and a much more powerful "secondary" explosive
2) compression of the secondary by X-rays coming from nuclear fission in the primary, a process called the "radiation implosion" of the secondary,
3) heating of the secondary, after cold compression, by a second fission explosion inside the secondary.

The Online Dating Industry needs a very powerful algorithm like the "Teller Ulam design". In this case 100 times more powerful than actual matching algorithms.


Do you want to innovate in the Online Dating Industry?
Read: The 8 tips to innovate in the Online Dating Industry 2014!  

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!
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.


What comes after the Social Networking wave?
The Next Big Investment Opportunity on the Internet will be .... Personalization!
Personality Based Recommender Systems and Strict Personality Based Compatibility Matching Engines for serious Online Dating with the normative 16PF5 personality test.
The market remains enormous!!!

Hinge’s CEO says dating isn’t something people should leave up to AI

 El CEO de Hinge asegura que la gente no debería dejar las citas en manos de la IA https://www.infobae.com/fortune/2025/06/27/el-ceo-de-hing...