< Return to Video

How Algorithms Choose Your Valentine On Match, OK Cupid, Tinder | Mach | NBC News

  • 0:01 - 0:03
    NARRATOR: Like so many other
    aspects of modern life,
  • 0:03 - 0:05
    the search for a partner has gone online.
  • 0:05 - 0:08
    People everywhere are
    liking, swiping, winking,
  • 0:08 - 0:10
    in the hopes of finding a match for life,
  • 0:10 - 0:12
    or at least for the night.
  • 0:12 - 0:13
    Dating apps take into account
  • 0:13 - 0:16
    location, age, similar
    interests listed in profiles.
  • 0:16 - 0:18
    But the core of the mystique is,
  • 0:18 - 0:20
    how do these apps figure out how desirable
  • 0:20 - 0:24
    you personally might be to a
    potential match and vice versa?
  • 0:25 - 0:28
    This is Algorithmics, the
    space where we explore
  • 0:28 - 0:31
    how invisible computer
    controlled database sets of rules
  • 0:31 - 0:34
    are making decisions for us every day.
  • 0:34 - 0:36
    Let's start with OkCupid,
  • 0:36 - 0:38
    which relies heavily on
    a series of questions
  • 0:38 - 0:40
    to see how well two people match up.
  • 0:40 - 0:42
    OkCupid is pretty transparent
  • 0:42 - 0:44
    about how they calculate
    match percentages.
  • 0:44 - 0:47
    They think of this equation
    as the probability,
  • 0:47 - 0:48
    two people will get along,
  • 0:48 - 0:50
    and it's calculated based on questions
  • 0:50 - 0:52
    both of you have chosen to answer.
  • 0:52 - 0:56
    For each question, OkCupid asks
    you to provide three things,
  • 0:56 - 0:59
    your own answer, how you'd
    like your match to answer
  • 0:59 - 1:01
    and how important the question is to you,
  • 1:01 - 1:02
    from irrelevant to very important.
  • 1:03 - 1:06
    OkCupid assigns numerical
    values to these ideas
  • 1:06 - 1:08
    on a scale of zero to 250,
  • 1:08 - 1:11
    and the algorithm assesses
    how much your matches answers
  • 1:11 - 1:13
    made you happy and vice versa.
  • 1:13 - 1:16
    [gentle upbeat music]
  • 1:16 - 1:20
    So if your matches answers
    earned 250 out of 251
  • 1:20 - 1:22
    possible points based on your preferences,
  • 1:22 - 1:25
    that's 99.6% satisfactory.
  • 1:25 - 1:28
    The same calculation is
    done for your answers,
  • 1:28 - 1:30
    compared to your matches preferences.
  • 1:30 - 1:32
    Multiply these two satisfaction numbers,
  • 1:32 - 1:35
    take the square root and
    that's your match percentage.
  • 1:35 - 1:36
    The more questions you answer,
  • 1:36 - 1:39
    the more data the
    algorithm has to work with,
  • 1:39 - 1:40
    and the more confident it becomes
  • 1:40 - 1:42
    in the matches it presents to you.
  • 1:43 - 1:45
    Then there's Tinder, which prides itself
  • 1:45 - 1:49
    on not requiring a 400
    question registration process.
  • 1:49 - 1:51
    But Tinder is much more
    closed mouth than OkCupid
  • 1:51 - 1:53
    about how it calculates matches.
  • 1:54 - 1:56
    Tinder's co-founder did
    reveal to a fast company
  • 1:56 - 1:59
    that each user has a
    secret numerical rating,
  • 1:59 - 2:02
    what the company internally
    calls an Elo score.
  • 2:02 - 2:03
    If a lot of people swipe right on you
  • 2:03 - 2:06
    saying they like your profile
    and want to match with you
  • 2:06 - 2:08
    versus swiping left to
    skip to the next person,
  • 2:08 - 2:10
    your score will go up.
  • 2:10 - 2:11
    Each swipe is like a vote.
  • 2:11 - 2:14
    This person is more
    desirable than that one.
  • 2:14 - 2:17
    Tinder insists that this isn't
    an attractiveness rating,
  • 2:17 - 2:19
    desirability involves what you wrote
  • 2:19 - 2:21
    in your profile for example.
  • 2:21 - 2:23
    The company also says a lot of factors
  • 2:23 - 2:25
    besides swiping affect your Elo score.
  • 2:25 - 2:28
    A bit like love, the rest is a mystery.
  • 2:28 - 2:30
    Every dating app works
    slightly differently,
  • 2:30 - 2:31
    but whichever you think gives you
  • 2:31 - 2:33
    the best chance at finding love,
  • 2:33 - 2:35
    this Valentine's Day,
    remember that your ideal match
  • 2:35 - 2:38
    might very well be the algorithm.
  • 2:38 - 2:41
    [gentle upbeat music]
  • 2:44 - 2:46
    Hey, NBC News fans,
    thanks for checking out
  • 2:46 - 2:47
    our YouTube channel.
  • 2:47 - 2:51
    Subscribe by clicking on
    that button down here,
  • 2:51 - 2:53
    and click on any of the videos over here
  • 2:53 - 2:55
    to watch the latest interviews,
  • 2:55 - 2:58
    show highlights, and digital exclusives.
  • 2:58 - 2:59
    Thanks for watching.
Title:
How Algorithms Choose Your Valentine On Match, OK Cupid, Tinder | Mach | NBC News
Description:

more » « less
Video Language:
English
Duration:
02:59

English subtitles

Revisions