Dating site matching algorithm

It differs from e Harmony in that answering the questions is not required to use the service. At least, not in the realm of matchmaking on a dating site. But research has shown time and time again they don’t work.

Once you’ve filled out a profile, online dating sites will provide a list of matches -- people they think you are compatible with. The more matching attributes that two profiles have, the higher “match percentage” the site will assign to it.

Sajari can also use training data to create your match score for you.

This process analyses the text and meta information of your data and then uses multivariable regression and random forest algorithms to create a match score configuration that best replicates your training data.

Typical search technology was not made to process queries composed of hundreds of keywords, meta information, machine learning classifiers and more.

For example, if you prefer blondes, but really have nothing against brunettes and redheads, then you can rank that attribute as very low. Each profile has a list of attributes or interests that members check off.Some sites, like match.com, allow users to specify how important each attribute is.It used to be there was a stigma attached to online dating, but not so much anymore.The Pew Research Center recently recently found a majority of Americans now say online dating is a good way to meet people.