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NBCUniversal Taps Machine Learning To Tie Ads To Relevant Moments on TV (adweek.com)

The next time you see, say, a wedding scene on a USA Network show followed by a champagne commercial, it may not be a coincidence. From a report: NBCUniversal announced a new machine learning tool today that helps brands place ads around scenes relevant to their product across any of the media giant's broadcast and cable properties. The Contextual Intelligence Platform analyzes programming scripts, closed captioning data and visual descriptors of both ads and shows to find opportune moments for a given advertiser to appear as well as an emotional gauge for each scene determined by proprietary algorithms.

Focus groups for ads placed with the platform thus far have shown an average bump of 19 percent in brand memorability, 13 percent in likability and 64 percent in message memorability, according to Josh Feldman, vp and head of marketing and advertising creative, NBCU. The announcement comes as linear television providers continue to grapple with how to bring digital targeting practices to a medium that still largely operates on traditional phone-call media buying and manual ad placements. NBCU is now working with three to five advertisers for the system's beta-test, and is aiming for an official release date early next year.

60 comments

  1. INB4... by GameboyRMH · · Score: 3, Insightful

    Inb4 first outrage caused when system misinterprets a rape scene as a sex scene and presents condom or lingerie ads...

    --
    "When information is power, privacy is freedom" - Jah-Wren Ryel
    1. Re:INB4... by goombah99 · · Score: 1, Troll

      American Nazi party ads during holocaust movie.

      --
      Some drink at the fountain of knowledge. Others just gargle.
    2. Re:INB4... by Anonymous Coward · · Score: 0

      Naw the ad run will be a Windows 10 commercial. Here is the OS forced on you against your will, don't worry we will violently murder the old OS you used to like from us.

    3. Re: INB4... by Anonymous Coward · · Score: 0

      Anti-semites don't need commercials, they just need you to notice how much attention an event from 1945 continues to receive. We just need to get you to wonder how much of that is due to who owns your media.

    4. Re:INB4... by Opportunist · · Score: 1

      Nah. Oven cleaner all the way. Or that ad about not "passing gas" would be awesome.

      And when they parade the near-death concentration camp skeletons, run commercials for slim fast.

      --
      We used to have a Bill of Rights. Now, with the rights gone, all we have left is the bill.
  2. Bad example by olsmeister · · Score: 4, Funny

    A wedding scene should probably be followed by ads for divorce lawyers.

    1. Re:Bad example by Opportunist · · Score: 1

      And a funeral with some ads for real estate agents.

      --
      We used to have a Bill of Rights. Now, with the rights gone, all we have left is the bill.
    2. Re:Bad example by XxtraLarGe · · Score: 1

      And a funeral with some ads for real estate agents.

      Life insurance seems like a better match. Then again, I'm not using Machine Learning(TM), so I could be wrong.

      --
      Taking guns away from the 99% gives the 1% 100% of the power.
    3. Re:Bad example by Anonymous Coward · · Score: 0

      You're not learning anything, you are a moron.

  3. How Wonderful by Anonymous Coward · · Score: 0

    No, wait... The other thing.

  4. A show about Bitcoin by xack · · Score: 3

    Should be accompanied by adverts for McDonalds careers.

  5. How about AI for content by DarkRookie2 · · Score: 2, Interesting

    How about you use that AI for making good content and not putting another ad on something.

    --
    http://progressquest.com/spoltog.php?name=Son+Of+Son+Of+DarkRookie
    1. Re:How about AI for content by Rick+Schumann · · Score: 1

      That's just crazy-talk, DR2; positively un-American. How can you possibly suggest not monetizing everything possible to maximize profits?
      You must be a foreign national trying to influence our society. Please go back to your masters and tell them you failed. </sarcasm>

    2. Re:How about AI for content by Anonymous Coward · · Score: 0

      How about you use that AI for making good content and not putting another ad on something.

      The big money is not in good content. Sadly the money is in the ads, so that's mostly what they care about.

    3. Re:How about AI for content by CanHasDIY · · Score: 1

      How about you use that AI for making good content

      Because that's not what "AI" does.

      --
      An enigma, wrapped in a riddle, shrouded in bacon and cheese
    4. Re:How about AI for content by Opportunist · · Score: 1

      Why worry about the few minutes between the ads, concentrate on the bulk of the broadcast!

      --
      We used to have a Bill of Rights. Now, with the rights gone, all we have left is the bill.
    5. Re:How about AI for content by Anonymous Coward · · Score: 0

      How about you use that AI for making good content and not putting another ad on something.

      The big money is not in good content. Sadly the money is in the ads.

      Of course there is big money in the content. It all comes from the ads.

      Unfortunately, there is no good content.

  6. TiVo+30-second-skip = WIN by Rick+Schumann · · Score: 3, Insightful
    Commercials? What are these 'commercials' of which you speak? xD

    But Rick, what will you do when they outlaw skipping or fast-forwarding through commercials?

    (Assuming they can get away with that) Same thing I did before TiVo: mute them and ignore them.

    It's almost 2019; do intelligent people actually sit and pay attention to commercials anymore (assuming they don't have a DVR)?

    1. Re:TiVo+30-second-skip = WIN by geoscodin · · Score: 1

      I get paid to be in commercials, so I like to see how they turned out.

    2. Re:TiVo+30-second-skip = WIN by Anonymous Coward · · Score: 0

      But Rick, what will you do when they outlaw skipping or fast-forwarding through commercials?

      (Assuming they can get away with that) Same thing I did before TiVo: mute them and ignore them.

      "She'll get years for that. Off switches are illegal!"

    3. Re:TiVo+30-second-skip = WIN by Rick+Schumann · · Score: 1

      Even if I landed gigs like that (wouldn't mind it a bit either) I still wouldn't watch most commcercials.

    4. Re:TiVo+30-second-skip = WIN by Bobrick · · Score: 1

      Intelligent people, no. There's plenty of other people still sitting in front of a TV, though.

  7. I remember people screwing this up in the 1970s by Solandri · · Score: 1

    During the Holocaust miniseries, they aired an oven cleaner commercial. Looking over that wiki page, I see that it was NBC who did it. Now they want to automate commercial selection?

    1. Re:I remember people screwing this up in the 1970s by Anonymous Coward · · Score: 0

      Gonna need to see a citation about the oven cleaner advertisement, Ace. That tidbit wasn't in the Wikipedia article.

  8. I propose the use of AI by bobstreo · · Score: 3, Insightful

    to provide Commercial Skipping/Elimination when viewing in near real-time.

    Would work on cable/youtube/OTA.

    Please someone, start working on this ASAP.

    1. Re:I propose the use of AI by Anonymous Coward · · Score: 0

      It already exists for YouTube its called an ad blocker. 0 YouTube ads viewed this year for me.

    2. Re:I propose the use of AI by cmdr_klarg · · Score: 1

      It is much more likely that AI will be used to eliminate skipping, and force one to watch the ad before it would progress to the wanted content.

      --
      THE SOFTWARE, IT NO WORKY!!!
  9. Fucking bored of machine learning hype by Anonymous Coward · · Score: 0

    who gives a shiiiit

  10. Wait for it by Opportunist · · Score: 1

    Any speech on C-Span will be sponsored by a female hygiene product manufacturer. Or the one that makes the container it comes in.

    --
    We used to have a Bill of Rights. Now, with the rights gone, all we have left is the bill.
    1. Re:Wait for it by Anonymous Coward · · Score: 0

      So will it be:

      C-SPAN, sponsored by the Association for Rubber Products Manufacturers

      or

      C-SPAN, sponsored by the Plastics Industry Association

      I guess it depends on what the container is made of.

  11. The new Oxymoron Network by CaptainDork · · Score: 1

    Relevant Moments on TV

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    It little behooves the best of us to comment on the rest of us.
  12. I will never see a wedding scene on USA Network by Anonymous Coward · · Score: 0

    In order for that to happen i'd have to 1. get a tv, 2 get cable 3 turn on USA network and 4 not skip the ads.

    This will never EVER happen.

  13. cars by MagicM · · Score: 1

    * the previous scene had a car in it, so here's a car commercial *
    * the previous scene had a car in it, so here's a car commercial *
    ad infinitum

    1. Re:cars by Areyoukiddingme · · Score: 1

      * the previous scene had a car in it, so here's a car commercial *
      * the previous scene had a car in it, so here's a car commercial *
      ad infinitum

      Sooo... nothing changes then?

    2. Re:cars by pr0fessor · · Score: 1

      The previous scene had a car blow up in it, here's an insurance, car, and bank lending commercial. You will need to insure and finance that new car.

      There are a lot of explosions on my TV.

       

  14. Would our society collapse? by OrangeTide · · Score: 2

    Would our society collapse if we ceased with the aggressive marketing tactics? Would I still buy potato chips and beer if not reminded to do so daily?

    --
    “Common sense is not so common.” — Voltaire
    1. Re:Would our society collapse? by UnknownSoldier · · Score: 2

      I'm starting to come to the conclusion that maybe we should just ban all ads together.

      The fact that we survived for thousands of years without them means civilization / society can certainly exist without them.

      Has our species really "evolved" to the point where the modern world has become nothing more than noise / light / banner / billboard pollution and commercial propaganda???

    2. Re:Would our society collapse? by Anonymous Coward · · Score: 1

      Advertising is pollution. It should be treated as such.

    3. Re:Would our society collapse? by PolygamousRanchKid+ · · Score: 1

      The fact that we survived for thousands of years without them means civilization / society can certainly exist without them.

      . . . I dunno . . . maybe we have misinterpreted prehistoric cave paintings.

      Maybe, they were, in fact, just prehistoric ads . . . . ?

      "Use Ugg's spearheads to kill tasty mammoths like those pictured on this wall!"

      Some folks claim that prostitution is the oldest human profession . . . I think that the advertising folks were not too far behind.

      --
      Schroedinger's Brexit: The UK is both in and out of the EU at the same time!
    4. Re:Would our society collapse? by UnknownSoldier · · Score: 1

      That's a brilliant and succinct summary! Mind if I borrow that explanation?

      Mod parent +1 Insightful.

    5. Re:Would our society collapse? by Anonymous Coward · · Score: 0

      Our society collapse, because you would buy the wrong brands.

    6. Re:Would our society collapse? by Anonymous Coward · · Score: 0

      Maybe, they were, in fact, just prehistoric ads . . . . ?

      Seems unlikely without first establishing a monetary system.

      Some folks claim that prostitution is the oldest human profession . . . I think that the advertising folks were not too far behind.

      It'd be very limited without a written language or even video cameras. A crude shape is about all you can work out with stains on a rock.

      No, I think the height of advertising, communication, and civilization in general would have been reached in the 19th century. We hit the end of civilization after the Napoleonic Wars and WW1 left Europe in a shambles and bankrupt, and the greatest war profiteer in history rose to be a superpower (USA). Everything of the 20th century is shit.

  15. Probably true by OrangeTide · · Score: 1

    And Infowars advertises quack medicine to susceptible anti-science viewers. Must be great to have an army of low-information followers to lead around like sheep.

    --
    “Common sense is not so common.” — Voltaire
  16. Broadcast and cable by Anonymous Coward · · Score: 0

    Dinosaurs cling to dead business model because they can't think outside the set top box.
    Early 2000 had STB tech where you could use your remote control to select an item in a tv show and it would show you what it was and where you could buy it.
    Dinosaurs at TV companies have had 20 years to embrace other forms of content delivery and how to monetize it, yet their best idea is how to show you the same old fucking video commercials.
    Why?

  17. Comedy Central... by Anonymous Coward · · Score: 0

    I fell asleep watching South Park... Woke up to a dildo infomercial.

  18. Commercials ? by Archfeld · · Score: 1

    What are ADs ? I've not seen one in a long time. I use the DVR and record what I want to watch then just FF through the commercials. I really don't give a rats a$$ what they show in between the 3 or 4 30 second FF's I touch. Typically, excluding live sports I am a day behind in watching TV. Unless it is in show advertisements or product placement I just don't see them.

    --
    errr....umm...*whooosh* *whoosh* Is this thing on ?
    1. Re:Commercials ? by Bobrick · · Score: 1

      Every once in a while, I'll find myself at someone's place that has a TV and if the damn thing is on, I'm in shock at how aggressive and unbearable the commercial periods are. Same thing if I hear commercial radio. It's enough that ads are fucking plastered everywhere in the city, why would you willingly submit yourself to that kind of mental assault? At least online you can have extensions to get rid of most if not all ads. It's not like the TV programming in-between the ads is worth it.

  19. Seems backwards to me. by hey! · · Score: 1

    They should be generating scenes around the advertisers who buy time on the show.

    --
    Post may contain irony: discontinue use if experiencing mood swings, nausea or elevated blood pressure.
    1. Re:Seems backwards to me. by Actually,+I+do+RTFA · · Score: 1

      They already generate scenes (and dialog) around advertisers. Hell, Seinfeld had that Junior Mints episode for an advertiser (Junior Mints). And that wasn't new even then. To say nothing of the "Camel News Caravan" sponsored by the cigarette company in the fucking 1940s. Hmmm, that was also on NBC.

      --
      Your ad here. Ask me how!
    2. Re:Seems backwards to me. by hey! · · Score: 1

      I've seen kinescopes of George Burns and Gracie Allen doing this; Carnation sponsored their show and they had this character who would could turn any conversation to canned evaporated milk. That was a little ahead of its time; this was in the era of tap-dancing cigarette boxes; commercial interludes were done by the people in the show because they weren't set up to cut to different video sources.

      But I'm not talking about milking the blatant obviousness of the pitch for laughs. I'm thinking about something less on-the-nose; something you wouldn't necessarily notice.

      --
      Post may contain irony: discontinue use if experiencing mood swings, nausea or elevated blood pressure.
    3. Re:Seems backwards to me. by Actually,+I+do+RTFA · · Score: 1

      Subtle product placement abounds. Every logo/recognizable product is paid for.

      --
      Your ad here. Ask me how!
    4. Re:Seems backwards to me. by hey! · · Score: 1

      I know this. That is all about exploiting the human preference for the familiar. I'm talking about things like manipulating anxieties, which commercial do all the time.

      --
      Post may contain irony: discontinue use if experiencing mood swings, nausea or elevated blood pressure.
  20. Is this new? by davidwr · · Score: 1

    Sure the AI part is new, but If figured this had been going on for decades, only using a human to decide what categories of ads match well with the preceding or upcoming scenes instead of a computer.

    --
    Knowledge is how to play a game, intelligence is how to win, wisdom is knowing what game to play.
  21. IMPERSONATING ME AGAIN? apk by Anonymous Coward · · Score: 0

    gweihir KNEW u IMPERSONATE me https://it.slashdot.org/commen... c6gunner proves it https://linux.slashdot.org/com... & forgot to SUBMIT AC & used his registered 'lusrname' (he tried to mock me both BEFORE & after I FAIRLY challenged him to show he's done better work - he had ZERO).

    I'd never "cry victim" to ne'er-do-wells (TROLLS, not all /.ers) either.

    U EVEN HELPED ME https://science.slashdot.org/c... (& then realizing it you quit trying to make me look bad via what you thought were lies on hosts as "ME" IN YOUR IMPERSONATIONS of me e.g. https://tech.slashdot.org/comm... on speculative execution attack: Hosts PREVENT 'EM, joke's on you)

    APK

    P.S.=> 2nd to last link's KILLING U THAT U HELPED ME/b

  22. I don't see why by nospam007 · · Score: 1

    "The next time you see, say, a wedding scene on a USA Network show followed by a champagne commercial, "

    Young, unmarried people can't afford Champagne while long married couples will think about their misery and quickly drink some hard liquor.

    Fortunately a bit later in the movie there's a suicide and the ads for helping me with suicide were too convincing.

    But seriously people, cut the cord.

  23. About time the mass media catch up to technology by MentalBrief · · Score: 1

    It's about time the mass media catch up to technology. Been getting their @$$ handed to them by how smart social media is. I barely watch Television nowadays. Interesting to see how TV continues to evolve in the future years.