Creating the Perfect Match with eharmony's Machine Learning
eHarmony uses top technologies like machine learning to create matches and potential dates for users based on a compatibility questionnaire. Alyssa Julya Smith went to the company's headquarters in Los Angeles to chat with head of engineering Prateek Jain to find out how the company does it and what sets eHarmony apart from other dating sites.
Jain explains that eHarmony uses a three step process. The first process is the basics of what you want, the second is eHarmony's "secret sauce" which is compatibility matching, and the third is machine learning.
He explains that machine learning allows the site to understand a users likes and dislikes as you increasingly interact with the site and show your preferences based on your activity. He says it's not just about compatibility, but also what you like and prefer.
Finally, Jain talks about what eHarmony is doing to innovate the dating industry. He talks about tools that machine learning is revealing that will allow the site to help users put forward their best selves.
Much like all the upheaval shaking the world, the huge swings rocking Wall Street may feel far from normal. But, for investing at least, this is normal.
Joe Cecela, Dream Exchange CEO, explains how they are aiming to form the first minority-controlled company to operate an exchange in U.S. history. Watch!
A Michigan judge is putting sponges in the hands of shoplifters and ordering them to wash cars in a Walmart parking lot when spring weather arrives. Genesee County Judge Jeffrey Clothier hopes the unusual form of community service discourages people from stealing from Walmart. The judge also wants to reward shoppers with free car washes. Clothier says he began ordering “Walmart wash” sentences this week for shoplifting at the store in Grand Blanc Township. He believes 75 to 100 people eventually will be ordered to wash cars this spring. Clothier says he will be washing cars alongside them when the time comes.
