I had challenged eHarmony’s Team, several times, to replace eHarmony, a 12+ years old & obsolete site, performing as placebo, with a a new site with a new matching algorithm using the 16PF5 test or similar including the 3 latest discoveries in theories of romantic relationships development with commitment.
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.
Also there is a similarity trilogy between genetic, mate choice and personality based recommender systems.
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