Showing posts with label algorithm. Show all posts
Showing posts with label algorithm. Show all posts

2017-08-31

Chinese AI News Aggregator Unicorn Startup Toutiao, TopBuzz in US

Toutiao's TopBuzz

Video above published Jul 30, 2017, by TopBuzz. Toutiao's (domain: toutiao.com) parent company, Bytedance (domain: bytedance.com) owns TopBuzz  (domain: topbuzz.com) in the US and Brazil. TopBuzz is "the English-language equivalent of Toutiao, both of which make use of user profiling and algorithms to recommend content to users."

In January 2017, Toutiao acquired Flipagram (domain: flipagram.com), the video creation app with more than 200 million creators sharing video stories by pairing the music with personal photos and videos.

After Toutiao's Series D Financing Round at the end of 2016, with investments worth 1 billion USD by Sequoia Capital, CCB International and other institutions, Toutiao is now reported to be valued at more than 11 billion US dollars, which is more than 20 times its $500m reported valuation in 2014--wikipedia.org.

Chinese AI News Aggregator Toutiao utilizes deep learning, reports 120M DAUs and $900M revenue in 2016--WSJ.com"Apps that use algorithms to scour thousands of sources to find news and tailor feeds to individual users are China’s fastest-growing mobile segment."
Toutiao is more than just an app: In China it has a partnership with Chinese ecommerce platform JD.com that enables users to browse and purchase directly on JD.com the products featured within the Toutiao app. It has also made a strategic investment in Imaginechina, a leading Chinese press and stock commercial licensing agency. Outside of China, it has ventured into Japan, the US, Brazil and the Southeast Asian region, and has offices in Los Angeles, Silicon Valley, and New York. In October 2016, Toutiao invested in India’s local language app Dailyhunt’s 25 million dollars in its series D funding round. Toutiao has a controlling stake of Indonesian local-language news app Babe.

Social Pioneers: The story of App TouTiao

Video above published Oct 6, 2014, by CCTVnews n/k/a CGTN: "The growth of the IT industry in China has created new opportunities for young entrepreneurs.That has meant a virtual revolution, with new ideas and products challenging traditional business models.One such product is TouTiao. “You only receive news that you care about,” explains Zhang Yiming, founder and CEO of customized news application.Within just 90 days of its launch in 2012, the app had acquired nearly 10 million subscribers. That number has grown to 170 million as of Oct. 5, 2014.

"The key to this success is the simplicity of the concept behind TouTiao. The app essentially works as a news aggregator. However, it goes beyond mere aggregating. It analyzes user preferences through their social media accounts and then delivers customized news.“It’s meaningless to go through the massive information online. A personalized reading platform saves time for users," explains Zhang Yiming.And his contemporaries seem to echo that sentiment.Zhang Peng, founder of GeekParka, a popular tech community in Beijing, says that reading habits of people are changing and growing fragmented.

"One of the key drivers of this change in reading habits is technology. By the end of this year, China is expected to be home to over 500 million smartphone users. This means three out of 10 smartphone users in the world will be Chinese, according to a recent report by market research institute eMarketer. It is within this context that Zhang Peng believes that it is increasingly important for content providers and deliverers to focus on getting "the right information to the right person.” In such an environment, apps like TouTiao seem poised to flourish.

"Copyright controversy: However, that success would not necessarily come easy. In fact, TouTiao has had its fair share of controversies ever since it was launched. Considering that it does not generate content but only aggregates it, in its early days, several traditional media outlets had raised concerns about copyright violations.

"The controversy was around some of the content published by TouTiao, which was linked to trans-coded webpages (deep linking), instead of taking users back to the original content provider's homepage. That led to an uproar, with media originations claiming that it was a violation of their copyrights.In response, TouTiao decided not to adopt a confrontationist approach and offered to tweak its systems and work in collaboration with the organisations.Although the journey to a compromise was arduous, the controversy didn’t seem to bother Zhang Yiming too much. The man who’d started out as a programmer decided that it would be best to keep his focus on improving the product.It is not surprising then that nearly 50 percent of his staff comprises technical personnel.

"“The goal is to perfect our product though improving our technology,” he explains when talking about the future.When he started out, the goal for Zhang was to see his vision through to its logical conclusion. And what he’s learned over the years is that it takes not just creative thinking but also a qualified and dedicated team to ensure that dreams can come true."

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2017-05-08

Eric Schmidt: Google’s Algorithms Better Than Doctors' Judgment (video)

Eric Schmidt: Google’s algorithms are better than the doctors' judgment

Mar 23, 2017: Alphabet Executive Chairman Eric Schmidt and former Google Senior V.P. of Products Jonathan Rosenberg on how innovation at the company can lead to advances in areas such as health care and the early days of Google.

Detecting Cancer Metastases on Gigapixel Pathology Images (20170302).pdf --Google's artificial intelligence can diagnose cancer faster than human doctors.

Eric Schmidt: Google’s core business got a new dose of focus

Mar 23, 2017: Alphabet Executive Chairman Eric Schmidt and former Google Senior V.P. of Products Jonathan Rosenberg on companies pulling ads from Google and YouTube over extremist content, controlling extremism and fake news online and how the company's business model boosts innovation.

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Registration Expiration Date: 2020-09-14



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2016-11-04

Digital Winners: Amazon, Facebook; Losers: Snapchat, Apple Music (video)

Scott Galloway: Snapchat is a Loser:

Video above published Nov 3, 2016, by L2inc.com. NYU Stern marketing professor Scott Galloway presents his take on this week's biggest winners and losers in digital:
  • What do winning companies have in common? They don't just have a lot of users - they also glean data about those users' behavior and use it to improve the consumer experience
  • The biggest winner here: Amazon.com, which could soon be the first trillion-dollar company. The site's algorithm constantly looks at what you're shopping for and displays the most relevant products, in addition to ensuring that prices are the most competitive on the Internet. Compare to lame Walmart.com.
  • A loser: Snapchat.com. While the platform is innovative, they're not using their algorithm to personalize the experience--watch out for Facebook.com's Instagram.com.
  • Another surprising loser: Apple.com. The company's music algorithm has changed little since the early days of iTunes, opening the door for Pandora.com and Spotify.com.
YouTube.com auto-generated transcript:
0:00 what do winning companies have in common
0:04 we think a lot about that here at l2
0:06 eight of the 13 companies that have
0:08 outperformed the S&P 500 years straight
0:11 have a few things in common specifically
0:13 they don't just have a lot of users they
0:15 also clean data about those users
0:17 behavior and use the data to improve the
0:19 consumer experience seamlessly the
0:22 combined receptors their number of users
0:24 with intelligence to implicitly inform
0:27 and improve the product google pioneered
0:29 this concept of the original gangster
0:32 here every time you conduct a search you
0:34 make the algorithm point 000000 three
0:40 percent better
0:42 so who's the biggest winner here who
0:43 brings together receptors and
0:45 intelligence like no one else
0:47 amazon the platform's algorithm constant
0:49 looks of what you're shopping for and
0:51 then displays the most relevant products
0:53 for you these three users see vastly
0:56 different home pages due to differences
0:58 in their shopping behavior and contrast
1:00 here's the homepage for the same users
1:03 on walmart what you see the exact same
1:06 thing it's similar in a bad way amazon's
1:08 algorithm also caused millions of sites
1:10 to ensure the details prices are the
1:12 most competitive best buy and walmart
1:14 change prices 50,000 times per month in
1:18 comparison
1:19 amazon changes prices across categories
1:21 more than two-and-a-half million times
1:23 each day prediction amazon will be the
1:26 first trillion dollar company and will
1:28 reach this milestone in 2018 based on
1:32 our algorithm we believe snapchat is
1:34 going to decline in value in 2017 their
1:37 innovative no doubt but they're not
1:39 using their algorithm to push content or
1:42 personalize the experience a lot of
1:44 receptors but not a lot of intelligence
1:46 here meanwhile rival Instagram recently
1:48 changed its news feed from chronological
1:50 to algorithmic Instagram also reaches
1:53 more people Nikes most viewed snap got
1:55 around 70,000 views while the company's
1:58 Instagram story racked up a whopping
2:00 800,000 views and its first 24 hours
2:04 unless snapchat can come up with a
2:05 smarter way to leverage user data
2:08 facebook is going to steal it standard
2:11 the world is going to fail
2:13 facebook and google so who is losing
2:16 when you look at companies through this
2:17 lens of receptors times intelligence
2:20 apple itunes 2001 large brought Apple a
2:24 huge surgeon value but the platform's
2:26 algorithm is not involved opening the
2:28 door for Pandora and Spotify Spotify is
2:31 implicit intelligence is more robust and
2:33 introducing listeners to new music as a
2:35 result Spotify has 40 million
2:37 subscribers more than double the
2:39 subscribers of apples music offering
2:42 they're also better targeting ads here's
2:44 what Pandora no joke serves me and over
2:47 40 have you tried to GNC award-winning
2:50 innovation designed to invigorate your
2:51 body and increase your libido
2:53 we'll see you next week


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