YouTube integrates GuGe Brain recommendation, with video playing 20 times higher
YouTube integrates GuGe Brain recommendation, with video playing 20 times higher
Each Feed has a length limit, though this is eliminated in 2017. On Twitter, no matter who you focus on, the debate about politics is forever debated. Facebook's brief enthusiasm for "events" and "groups" has changed the Feed every week in shocking ways, which makes me feel less connected to every friend. (image-heavy Instagram looks like an oasis, and no wonder the app is growing so fast.)
Facebook, Twitter and Instagram, it seems, are asking people to keep performing something for them. YouTube is obviously acting driven, but a few users post video to it, and YouTube never forces users to upload it. YouTube can be passively enjoyed, just as it has worked so hard to replace TV channels. It's a bit of a calm when we're in such a crazy age that we can't be asked what we think of a news story.
YouTube's emphasis on what you might like about video means its Feed is broader and more curious than other feeds. The more it seeks different content, the more it feels like it's running away from other feeds. In a dark age, I prefer YouTube's escapism(For more information, please pay attention to our Jacktelecom jacktelecom.com).
Over the past 12 years, YouTube has transformed itself from a search-driven site into a website that serves its own purposes.
One day last year, while I was playing a video game called avenging 2, I went through a routine search on YouTube to find out how to get through a tricky part of the game. As usual, I found a video to answer my question. But when I open the YouTube next time, the website is recommend me more more complex video about how to play the game: players how to play the game without the video clip was found by the enemy; Players kill each enemy's video clip with superb methods; Interview game maker video; Brilliant sarcastic comment. I'm just going to YouTube to search for an answer to a question, but it's like I'm showing a whole new universe(For more information, please pay attention to our Jacktelecom jacktelecom.com).
Later, I found myself visiting YouTube several times a day. Most of the time, I don't have any particular purpose in opening this site, and I'm used to passively letting the site automatically recommend something to me that I might like. In January, I began to obsession with a man named Pinegrove folk band, a few weeks of the time, almost all uploaded to YouTube recommend it server of the band's live performance video. When I live in a new apartment, spring began increasingly to cook, in a how do I search for the Italian bread salad, YouTube soon I know its family chef camps: Byron Talbott, Serious Eats channel j. Kenji Lopez - Alt, and Tasty, and so on.
YouTube is always useful, and since its inception in 2005, it has become one of the backbone of the Internet. But over the last few years, YouTube has become surprisingly good for me. It began to predict with extreme accuracy what video clips I might be interested in, much better than what it had done in the past. What exactly has changed?
Over the past 12 years, YouTube has transformed itself from a search-driven site into a website that serves its own purposes. To reach its destination, it requires hundreds of attempts, a lot of redesign, and a huge leap in artificial intelligence. But what really makes YouTube evolve is the direction it has evolved in the Feed.
It's hard to remember now, but at the very beginning, YouTube was just an infrastructure. It provides a way to easily embed video into other web sites, and in this way you are most likely to see these video. As the site has grown, YouTube has become a place to look for out-of-date TV shows, keeping up with the latest late-night comedy to watch the latest viral spread of video. Like wikipedia, YouTube is perhaps the most notorious place on the Internet. Your co-worker made a "Harlem Shake" video in the tea room, and then you logged on to YouTube for the night.
At the same time, Facebook has invented the standard format of our time: News Feed, a never-ending stream of information tailored to your interests. The Feed has taken over the entire consumer Internet, from Tumblr to Twitter, Instagram and LinkedIn. The early days of YouTube were limited by the development of personal customization, which was mostly to get users to subscribe to channels. The idea was borrowed from television, which had mixed results. According to ComScore, in 2011, a massive push by YouTube made some success, but the average per person watching YouTube's video was the same as before.(For more information, please pay attention to our Jacktelecom jacktelecom.com).
The channel is no longer the dominant YouTube channel. Now, turn on YouTube on your phone and you'll find the channel hidden in a separate menu. Instead, the app will tailor video to your interest and present it to you as a Feed. These video also have the video of the channel you subscribed to, but it also includes video associated with video that you've seen before.
That's why, when I went straight to video, I started reading the recommended video and vitriolic comments. YouTube has developed a variety of tools to make its recommendations not only customized, but also highly accurate, which ultimately boosts the viewing time of the entire site.
The channel is no longer the dominant YouTube channel. Now, turn on YouTube on your phone and you'll find the channel hidden in a separate menu. Instead, the app will tailor video to your interest and present it to you as a Feed. These video also have the video of the channel you subscribed to, but it also includes video associated with video that you've seen before.
That's why, when I went straight to video, I started reading the recommended video and vitriolic comments. YouTube has developed a variety of tools to make its recommendations not only customized, but also highly accurate, which ultimately boosts the viewing time of the entire site.
YouTube recommended technology leader Jim McFadden said: "we know that the people had come to YouTube to find what they want, but we also hope that the people don't know what they want, also meet their needs." McFadden joined the company from 2011.
I first visited YouTube in 2011, a few months after McFadden joined the company. That's when YouTube began letting users spend more time on their video, which is still the core goal of YouTube. At the time, things didn't go very well. "YouTube.com, as a home page, doesn't bring much entertainment," McFadden said. "we thought, well, we're going to make it a lot more entertaining."(For more information, please pay attention to our Jacktelecom jacktelecom.com).
The company has tried everything: it for top creators bought the professional camera equipment, launched a "leanback" function, it can be when you watch the video, automatic arrangement of new video for you. YouTube has redesigned its home page to emphasize subscription channels instead of looking at separate video.
Each user to watch the length of the still flat, but there is a change, that is not their recommendation algorithm based on how many people click on the video, but based on how long did it take people to watch the video, it is this change drive the upheavals that spring happen next.
Almost overnight, video creators, who benefited from misleading headlines and video thumbnails, saw their Numbers plummet. Higher-quality video tends to be associated with longer viewing times, and they start to rise sharply. Over the next three years, YouTube's viewing time grew by 50 percent a year(For more information, please pay attention to our Jacktelecom jacktelecom.com).
I first visited YouTube in 2011, a few months after McFadden joined the company. That's when YouTube began letting users spend more time on their video, which is still the core goal of YouTube. At the time, things didn't go very well. "YouTube.com, as a home page, doesn't bring much entertainment," McFadden said. "we thought, well, we're going to make it a lot more entertaining."(For more information, please pay attention to our Jacktelecom jacktelecom.com).
The company has tried everything: it for top creators bought the professional camera equipment, launched a "leanback" function, it can be when you watch the video, automatic arrangement of new video for you. YouTube has redesigned its home page to emphasize subscription channels instead of looking at separate video.
Each user to watch the length of the still flat, but there is a change, that is not their recommendation algorithm based on how many people click on the video, but based on how long did it take people to watch the video, it is this change drive the upheavals that spring happen next.
Almost overnight, video creators, who benefited from misleading headlines and video thumbnails, saw their Numbers plummet. Higher-quality video tends to be associated with longer viewing times, and they start to rise sharply. Over the next three years, YouTube's viewing time grew by 50 percent a year(For more information, please pay attention to our Jacktelecom jacktelecom.com).
I subscribed to a few channels and I thought I was a regular user of YouTube. But it's going to be a destination many times a day, and a set of new tools that have become possible within the last 18 months.
When I visit YouTube office of the truth, this month McFadden introduced me to YouTube accurate recommended video source: Google Brain, it is the parent of YouTube, Google's artificial intelligence department YouTube from 2015 began to use it. GuGe Brain is not the first time YouTube has tried AI, and YouTube has previously applied the machine learning technology in the Sibyl system built by GuGe to the recommendation algorithm. However, GuGe Brain introduces a technology that sees unsupervised learning, and its algorithms find connections in different inputs, which software engineers never thought of.
McFadden said: "the key point is that it can be popularized, before that, if I see a comedy video, recommendation algorithm would say, there is a people like the video. But Google Brain model can identify similar to that of the other comedies, but not exactly the same, they have more adjacent relationship. It is able to identify the less obvious but similar patterns."
When I visit YouTube office of the truth, this month McFadden introduced me to YouTube accurate recommended video source: Google Brain, it is the parent of YouTube, Google's artificial intelligence department YouTube from 2015 began to use it. GuGe Brain is not the first time YouTube has tried AI, and YouTube has previously applied the machine learning technology in the Sibyl system built by GuGe to the recommendation algorithm. However, GuGe Brain introduces a technology that sees unsupervised learning, and its algorithms find connections in different inputs, which software engineers never thought of.
McFadden said: "the key point is that it can be popularized, before that, if I see a comedy video, recommendation algorithm would say, there is a people like the video. But Google Brain model can identify similar to that of the other comedies, but not exactly the same, they have more adjacent relationship. It is able to identify the less obvious but similar patterns."
For example, a GuGe Brain algorithm would recommend a short video to a mobile app user, but recommend video to YouTube TV users. It guesses that video, based on the different recommendations of the platform, will eventually improve the viewing time, which is correct.
YouTube has implemented more than 190 such changes in 2016, and plans to make 300 changes this year. YouTube found group product manager Todd Beaupre said: "the reality is that it is accumulated over time a large number of small improvements. For each improvement, ten things you have to try to end the implementation of a thing."(For more information, please pay attention to our Jacktelecom jacktelecom.com).
The GuGe Brain algorithm is faster than the previous algorithm on YouTube. In the past few years, the company says, a user's behavior has been integrated into future video recommendations, and it's hard to identify trends. Beaupre said: "if we want to attract users to understand the present in what happens, we have to fix this problem, now, the delay is set in a few minutes or several hours, not days."
Integrating GuGe Brain to YouTube has a significant impact: people watch video on YouTube, and now more than 70% of them come from YouTube's recommendation algorithm. Every day, YouTube will recommend 200 million different video users, with 76 languages involved. Compared with three years ago, the total length of video on the YouTube page has increased 20 times.
The GuGe Brain algorithm is faster than the previous algorithm on YouTube. In the past few years, the company says, a user's behavior has been integrated into future video recommendations, and it's hard to identify trends. Beaupre said: "if we want to attract users to understand the present in what happens, we have to fix this problem, now, the delay is set in a few minutes or several hours, not days."
Integrating GuGe Brain to YouTube has a significant impact: people watch video on YouTube, and now more than 70% of them come from YouTube's recommendation algorithm. Every day, YouTube will recommend 200 million different video users, with 76 languages involved. Compared with three years ago, the total length of video on the YouTube page has increased 20 times.
This is basically in line with my own user behavior. A few years ago, I basically visited the YouTube page only during lunch breaks and read something while eating. But their recommendations were so good that I started to watch video with more free time. This week, I logged on to YouTube on PS 4, so I could use my biggest screen to see what it recommended for video(For more information, please pay attention to our Jacktelecom jacktelecom.com).
This is a truly powerful personalized Feed. To me, it's amazing that YouTube has changed my digital life more than anything else. Facebook feeds are based on what your friends have sent, and what's on your favorite page. It's useful to know who is engaged or have a baby, but apart from these milestones, I haven't found much fun in the content that my friends have published. Twitter will show you tweets about people you care about, and what these people choose to forward. As a journalist, I have to rely on Twitter, even when my timeline is seemingly endless and filled with anxiety.
This is a truly powerful personalized Feed. To me, it's amazing that YouTube has changed my digital life more than anything else. Facebook feeds are based on what your friends have sent, and what's on your favorite page. It's useful to know who is engaged or have a baby, but apart from these milestones, I haven't found much fun in the content that my friends have published. Twitter will show you tweets about people you care about, and what these people choose to forward. As a journalist, I have to rely on Twitter, even when my timeline is seemingly endless and filled with anxiety.
This is a truly powerful personalized Feed. To me, it's amazing that YouTube has changed my digital life more than anything else. Facebook feeds are based on what your friends have sent, and what's on your favorite page. It's useful to know who is engaged or have a baby, but apart from these milestones, I haven't found much fun in the content that my friends have published. Twitter will show you tweets about people you care about, and what these people choose to forward. As a journalist, I have to rely on Twitter, even when my timeline is seemingly endless and filled with anxiety(For more information, please pay attention to our Jacktelecom jacktelecom.com).
Each Feed has a length limit, though this is eliminated in 2017. On Twitter, no matter who you focus on, the debate about politics is forever debated. Facebook's brief enthusiasm for "events" and "groups" has changed the Feed every week in shocking ways, which makes me feel less connected to every friend. (image-heavy Instagram looks like an oasis, and no wonder the app is growing so fast.)
Facebook, Twitter and Instagram, it seems, are asking people to keep performing something for them. YouTube is obviously acting driven, but a few users post video to it, and YouTube never forces users to upload it. YouTube can be passively enjoyed, just as it has worked so hard to replace TV channels. It's a bit of a calm when we're in such a crazy age that we can't be asked what we think of a news story.
YouTube's emphasis on what you might like about video means its Feed is broader and more curious than other feeds. The more it seeks different content, the more it feels like it's running away from other feeds. In a dark age, I prefer YouTube's escapism(For more information, please pay attention to our Jacktelecom jacktelecom.com).
In 2013, there was an article in the Atlantic, in which Alexis Madrigal assumed that the Feed we know had its peak. The future, he believes, will be limited experience: email newsletter, Medium collection, 10 episodes of Netflix series. After all, the endless stream of information is exhausting. Madrigal said: "when the media the order of the universe is totally beaten, free will not to fill this void, has its own logic of the new order will replace the old order. We found that the flow of information has shown its compulsive and controlled. Faster! More! Faster! More! Faster! More!"
Since then, the direction of YouTube has only shown that the Feed pattern is becoming more important. An unprecedented video storage growth, supplemented by unprecedented personalization technology, will create something that is hard to resist. YouTube will now investigate how much they like their recommended video, which in the long run, the results of the survey will make YouTube more intelligent, so that more video content is consumed(For more information, please pay attention to our Jacktelecom jacktelecom.com).
Beaupre described the process to me, saying it was like crossing a chasm. "There's some content that fits well with what you already like, and some of it will represent trends and popular content, and in between, it's a magical zone." If YouTube's rivals can't find a way to cross this gap, they will find it hard to compete.
The article from Geek park.
Since then, the direction of YouTube has only shown that the Feed pattern is becoming more important. An unprecedented video storage growth, supplemented by unprecedented personalization technology, will create something that is hard to resist. YouTube will now investigate how much they like their recommended video, which in the long run, the results of the survey will make YouTube more intelligent, so that more video content is consumed(For more information, please pay attention to our Jacktelecom jacktelecom.com).
Beaupre described the process to me, saying it was like crossing a chasm. "There's some content that fits well with what you already like, and some of it will represent trends and popular content, and in between, it's a magical zone." If YouTube's rivals can't find a way to cross this gap, they will find it hard to compete.
The article from Geek park.
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