Showing posts with label Synapse. Show all posts
Showing posts with label Synapse. Show all posts

Tuesday, August 10, 2021

Synapse again? Match Beta Tests New Automatic Matching Algorithm?

 



https://www.globaldatinginsights.com/featured/match-beta-tests-new-automatic-matching-algorithm/

Synapse: the Match algorithm
https://onlinedatingsoundbarrier.blogspot.com/2013/05/synapse-match-algorithm.html

 

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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.
 
 

 

Monday, May 8, 2017

The Match team is working on artificial intelligence (AI) and its matching algorithms (since 2011). ?


https://seekingalpha.com/article/4068615-match-groups-mtch-ceo-gregory-blatt-q1-2017-results-earnings-call-transcript


It seems they plan to resurrect: Synapse, a behavioural recommender system but ...

http://onlinedatingsoundbarrier.blogspot.com.ar/2013/05/synapse-match-algorithm.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)
http://onlinedatingsoundbarrier.blogspot.com.ar/2016/08/about-social-power-of-algorithms.html
The key to long-lasting romance: COMPATIBILITY is exactly STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests".

ZOOSK SmartPick (formerly known as Zoosk's Scientific Matchmaking Service (ZSMS) )
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/03/zoosk-smartpick-formerly-known-as.html
is only a Behavioural Recommender System like Synapse from Match or UltraMatch from PlentyOfFish (POF) and Behavioural Recommender Systems CAN NOT outperform compatibility matching engines based on personality similarity.

UltraMatch feature PlentyOfFish
http://onlinedatingsoundbarrier.blogspot.com.ar/2011/08/ultra-match-feature-plentyoffish.html

Another HOAX: Dating app uses machine learning to find your most compatible partner
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/04/another-hoax-dating-app-uses-machine.html

Proof eHarmony is intoxicated with "Big Data Analysis"
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/04/proof-eharmony-is-intoxicated-with-big.html

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


How AI can help you find a date ?
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/01/how-ai-can-help-you-find-date.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.
 
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"
    
Please read:  

PAPER: Tensor Methods and Recommender Systems
http://onlinedatingsoundbarrier.blogspot.com.ar/2016/03/paper-tensor-methods-and-recommender.html


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, May 4, 2013

Synapse: the Match algorithm

Dave Evans from Online Dating Insider complains about Synapse: the Match algorithm.


"Codenamed "Synapse", the Match algorithm uses a variety of factors to suggest possible mates. While taking into account a user's stated ­preferences, such as desired age range, hair colour and body type, it also learns from their actions on the site. So, if a woman says she doesn't want to date anyone older than 26, but often looks at ­profiles of thirty-somethings, Match will know she is in fact open to meeting older men. Synapse also uses "triangulation". That is, the algorithm looks at the behaviour of similar users and factors in that ­information, too."


 PlentyOfFish's algorithm also performs as a behavioral recommendation engine based on past actions and it is full rubbish.

It is really funny how those "important persons / math geniuses" from big Online Dating Sites can waste precious time with Behavioural Recommender Systems, improving them, "refining" those Behavioural Matching Algorithms, which are all rubbish.
  
No innovations since years for the Online Dating Industry.
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.
Innovations are not adding more bells and whistles to actual online dating sites.
The Online Dating Industry is waiting for the innovative compatibility matching method which can kill the Matchmaking Industry and other Offline Dating Proposals. The innovations the
Online Dating Industry needs, will definitively come from the new discoveries on Theories of Romantic Relationships Development.

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. Compatibility is all about a high level on personality similarity between prospective mates for long term mating with commitment.

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)

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!


The only way to revolutionize the Online Dating Industry is using the 16PF5 normative personality test, available in different languages to assess personality of members, or a proprietary test with exactly the same traits of the 16PF5 and expressing compatibility with eight decimals (needs a quantized pattern comparison method, part of pattern recognition by cross-correlation, to calculate similarity between prospective mates.)
High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
It is all about achieving the eighth decimal!
With 8 decimals, you have more precision than any person could achieve by searching on one's own, but the only way to achieve the eighth decimal is using analysis and correlation with quantized patterns.
Without offering the NORMATIVE16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry All other proposals are NOISE and perform as placebo.

 


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...