Coffee Meets Bagel Thinks You Only Want To Date Your Own Race
A friend (who wishes to remain anonymous because she doesn't want her family knowing she online dates) noticed something strange recently after she had been using the dating app Coffee Meets Bagel for a while: It kept sending her a certain type of guy. Which is to say, it kept suggesting men who appear to be Arabs or Muslim. Which was odd only because while she herself is Arab, she never expressed any desire to date only Arab men.
Coffee Meets Bagel's whole thing is that it does the sorting for you. Unlike other apps where you swipe through lots of people, this app sends you one "bagel" it thinks you might like each day at noon. These bagel boys (or women) are based not just on your own stated preferences, but on an algorithm of what it thinks you will like, and is more likely to recommend friends-of-friends from your Facebook. If you like the cut of the fella's jib, you can accept the match and message each other. If you don't, you simply pass and wait for a new bagel in twenty-four hours.
My friend entered her ethnicity as Arab in Coffee Meets Bagel (you DO have the option not to state your ethnicity). Yet she explicitly stated "no preference" in terms of potential suitors' ethnicity – she was interested in seeing people of all different backgrounds. Despite that, she noticed that all the men she was being sent appeared to be Arab or Muslim (she based this on contextual clues in their profile such as their names and photos).
This frustrated her – she had hoped and expected to see lots of different types of men, but she was only being served potential matches that were outwardly apparent to be the same ethnicity. She wrote to the customer service for the app to complain. Here's what Coffee Meets Bagel sent in response:
Currently, if you have no preference for ethnicity, our system is looking at it like you don't care about ethnicity at all (meaning you disregard this quality altogether, even so far as to send you the same everyday). Consequently we will send you folks who have a high preference for bagels of your own ethnic identity, we do so because our data shows even though users may say they have no preference, they still (subconsciously or otherwise) prefer folks who match their own ethnicity. It does not compute "no ethnic preference" as wanting a diverse preference. I know that distinction may seem silly, but it's how the algorithm works currently.
Some of this is due to simple supply and demand of the one-to-one matching ratio. Arab women on the app are a minority, and if there are Arab men who state that they prefer to only see Arab women, then it's going to show them as many Arab women as it can, even if those women (like my friend) had chosen "no preference". Which mean if you are a member of a minority group, "no preference" may end up meaning you'll disproportionately be matched with people from your own race.
Coffee Meets Bagel's ethnicity preferences.
Yet, it seems like a relatively common experience, even if you aren't from a minority group.
Amanda Chicago Lewis (who now works at BuzzFeed) wrote about her similar experience on Coffee Meets Bagel for LA Weekly : "I've been on the site for almost three months, and fewer than a third of my matches and I have had friends in common. So how does the algorithm find the rest of these dudes? And why was I only getting Asian guys?"
Anecdotally, other friends and colleagues who have used the app all had a similiar experience: white and Asian women who had no preference were shown mostly Asian men; latino men were shown only latina women. All agreed that this racial siloing was not what they were hoping for in potential matches. Some even said they quit the app because of it.
Yet Coffee Meets Bagel argues that they actually are hoping for racial matches — even if they don't know it. This is where things start to feel, well, a little racist. Or at the very least, that it is exposing a subtle racism.
"Through millions of match data, what we found is that when it comes to dating, what people say they want is often very different from what they actually want," Dawoo Kang, one of the three sisters who founded the app explained in an email to BuzzFeed News. "For example, many users who say they have 'no preference' in ethnicity actually have a very clear preference in ethnicity when we look at Bagels they like – and the preference is often their own ethnicity.
I asked Dawoo if this seemed sort of like the app is telling you we secretly know you're more racist than you think.
"I think you are misunderstanding the algorithm," she replied. "The algorithm is NOT saying that 'we secretly know you're more racist than you actually are…' What it's saying is 'I don't have enough information about you so I'm going to use empirical data to maximize your connection rate until I have enough information about you and can use that to maximize connection rate for you.'
In this case, the empirical data is that the algorithm knows that people are more likely to match with their own ethnicity.
Perhaps the fundamental problem here is a disconnect between what daters think selecting "no preference" will mean ("I am open to dating all different types of people") and what the app's algorithm understands it to mean ("I care so little about ethnicity that I won't think it's weird if I'm shown only one group). The disconnect between what the ethnicity preference actually means and what the users expect it to mean ends up being a frustrating disappointment for daters.
Coffee Meets Bagel selling point is its algorithm based on data from its site. And they have indeed analyzed the bizarre and somewhat disheartening information on what kinds of ethnicity preferences people have. In a blog post examining if the myth that Jewish men have a "thing" for Asian women, the company looked what the preferences for each race was (at the time, the app was 29% Asian and 55% white).
It found that most white men (both Jewish and non-Jewish) selected white as a preferred ethnicity. However, you can select multiple ethnicities, so to see if white Jewish men really were more likely to select only Asian women, they looked at the data for people who only selected one race, which would indicate they had a "thing" for Asian women.
What they found instead was that white Jewish men were most likely (41%) to select just one race preference. And for those that did, it was overwhelmingly for other white women, not Asian women.
Their data looked at men who preferred only one ethnicity, and found that overwhelmingly most of those people wanted their same ethnicity.
A similar analysis of women's preferences showed that of white women who only preferred one race, 100% were for white men.
The app's goal is to use what they've learned about people's behavior to make the best possible match suggestions. What's unclear is if it becomes a self-fulfilling prophecy: if you're only being shown potential matches of your same race, it's most likely that you'll end up picking a same-race date. And the idea that the majority of couples are the same race isn't exactly a total shock: it's true. Ok Cupid has also analyzed race in dating data that is kind of a one way train to bummersville.
But still, something feels extremely… wrong. And perhaps what's most shocking is simply that Coffee Meets Bagel is being completely upfront about a kind of racism that genteel people don't want to cop to.
via BuzzFeed - Tech http://ift.tt/1ZxU56v
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