How did Netflix know I was gay before I did?
bbc.co.uk
bbc.co.uk
In the early days of YOShInOn I had an epic fight with it over two kinds of football. I consistently upvoted articles about the NFL and was pissed that it kept showing me articles about the other kind of football, particularly the premier league.
I started thinking through the ontology of sports for feature engineering (there is the article before the game, the article after the game, articles about players being traded, sports lowlights, etc.)
Before I knew I started seeing articles about soccer games that went 7-0, other games that were 0-1 with an own goal, and before long I was hanging on the results of every Arsenal and Manchester United Game. Either YOShInOn was right and I was wrong or YOShInOn changed my mind, or both.
I was talk with my son the other day about why YOShInOn wasn't showing me any articles about baseball: it is ingesting too many articles from MDPI journals that are crowding everything else out? No, he said, nobody cares about baseball and YOShInOn knows that.
The current ratings system is missing two verdicts:
1. Meh: I've seen it (rating is the only way to tell it that if you didn't watch it on Netflix) but thought it was neither remarkably good nor bad;
2. Not interested: I've not seen it, and know that I don't want to.
I think it comes down to the variety of people looking at those, there will always be a huge segment that 99% matches your profile and also watches them.
> I could volunteer that information
Users are giving too many false information when asked, I think this becomes a losing strategy if your goal is to maximize watch time. The LGBQT angle in the article is a prime example of that.
1. The television you dedicate time to watch will often (if given long enough) reflect the general values and interests you hold. It's not hard to imagine Netflix doing this with even more subtle details or personal traits.
2. Their example is extremely vague and generic:
> Spotify suggested a playlist it described as "sapphic" - a word to describe women who love women.
> After a couple of months on TikTok, I started seeing videos on my feed from bisexual creators.
> A few months later, I came to the separate realisation that I myself was bisexual.
It's an interesting story, but... not difficult to imagine? There is a sizable percentage of modern media that features queer characters or aspects. It makes sense that over the course of a few months, you could encounter that media and eventually come to a realization about your own sexuality and experiences.
It's kinda a nothingburger story. "Dear Penthouse, I never thought it would happen to me..."
Maybe this is the aim. But in practice they recommend Netflix content which has nothing in common with your preferences.
Since we are taking sample sizes of one, I'm gay and it is extremely rare I get recommended LGBTQ content on Netflix.
I watch a fair bit of queer content, because I'm tired of seeing the same old storylines. Queer creators often see in novel ways, and not just when it comes to sex or relationships.
I could hazard a guess that once they've thrown off one set of societally-imposed patterns of thought, maybe they're more open to others. Certainly gay people have been over-represented among actors and artists for a long time, even when they had to pretend to be straight in public.
I wouldn't put a lot of weight on that guess, but it's certainly true that I enjoy more queer-coded content than one might expect for a straight man. And maybe that's also happening for the author: it may be less about her bisexuality as about her generalized interests.
I have never sought out rain or searched for nature images or anything of the sort. But one day, it recommended that to me out of the blue. Now I get recommendations pretty regularly of all of the things that I like.
With a VOD like Netflix it’s always going to be a lot less granular. It’s high production value content, so you will see things that are being pushed across the entire platform regardless of individual preferences.
What I miss are the sort of larger forums or ways for the UI to expose creators. This is true for all VODs - no director, no year, no critic scores. Only maybe which actors and one-sentence descriptions, very broad categories etc.