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.
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
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"
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)
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
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.