WHY IT MATTERS: Digital Transformation
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How YouTube Uses AI: From Age-Gating to Chapter Indexing sheds light into the ways Google analyzes videos to understand what they contain, for moderation and user insights, including #eCommerce

How YouTube Uses AI: From Age-Gating to Chapter Indexing sheds light into the ways Google analyzes videos to understand what they contain, for moderation and user insights, including #eCommerce | WHY IT MATTERS: Digital Transformation | Scoop.it

Age-gating, subtitles, chapters, and recommendations - find out how YouTube's use of AI shapes users' experience and creator's success. In this article, we’ll be taking a closer look at how exactly YouTube harnesses AI, and how this influences the user experience of both viewers and content creators. 

Farid Mheir's insight:

WHY IT MATTERS: interesting read with lots of links and videos to understand some of the tools and techniques YouTube deploys to understand what videos contains. Google then uses this insight to moderate content (ie. 18+) but also provide creators with insights (ie. video segmentation) as well as monetize the content (ie. detect products featured for eCommerce or ad placement). Of course most is machine learning based as evidenced in the chart I extracted, but some good old fashion humans are also part the game. This article helped me view YouTube less as a video broadcast platform than a social media.

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Cognitive bias can take many forms as expressed in this #infographic #AI #socialMedia #web

Cognitive bias can take many forms as expressed in this #infographic #AI #socialMedia #web | WHY IT MATTERS: Digital Transformation | Scoop.it

When it comes to assessing risk, humans often fail to make rational decisions because our brains take mental shortcuts that prevent us making the correct choice. Here are some that can cause havoc.

Farid Mheir's insight:

WHY IT MATTERS: a useful overview of different type of cognitive biais. Helpful to know especially as we get our information from the web and social networks...

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News use across #SocialMedia platforms in 2020 highlights the need for editorial and fact checking as part of the media feed algorithms via @PewResearch

News use across #SocialMedia platforms in 2020 highlights the need for editorial and fact checking as part of the media feed algorithms via @PewResearch | WHY IT MATTERS: Digital Transformation | Scoop.it

About half of U.S. adults say they get news from social media “often” or “sometimes,” and this use is spread out across a number of different sites. Facebook stands out as a regular source of news for about a third of Americans.

Farid Mheir's insight:

WHY IT MATTERS: the problem is not social media but the fact that people use it as a replacement for news media with editorial checks and fact checks...

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When you think #digitalTransformation will be over soon, start reading about #AI and its various applications such as enhanced #socialMedia and things like the #Metaverse - then throw in #AR and yo...

When you think #digitalTransformation will be over soon, start reading about #AI and its various applications such as enhanced #socialMedia and things like the #Metaverse - then throw in #AR and yo... | WHY IT MATTERS: Digital Transformation | Scoop.it

Through UGC and AI, we’re inching closer to the Metaverse. But the most exciting part of that vision is its potential to reinvent our social interactions.

Farid Mheir's insight:

WHY IT MATTERS: a good article on the Metaverse as part of a series on new social media. Just in case you thought digital transformation was about to slow down.

Also: https://a16z.com/social-strikes-back

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Wikipedia’s future lies in poorer countries- what have the last 20 years of wikipedia's life shown

Wikipedia’s future lies in poorer countries- what have the last 20 years of wikipedia's life shown | WHY IT MATTERS: Digital Transformation | Scoop.it

Meanwhile, as more people in poorer countries gain internet access, Wikipedia is becoming a truly global resource. The encyclopedia’s sub-sites are organised by language, not by nationality. Using this method, the richest Wikipedias—as measured by the share of speakers of each language who are active editors—tend to cluster in rich Western countries.

Farid Mheir's insight:

WHY IT MATTERS: after 20 years, wikipedia is proof that "the web" can live up to its potential where the masses can contribute valuable information for the greater good. That being said, wikipedia remains a solution driven by english-speaking white males. The future lies in improving its diversity and maybe transferring some of its learnings to facebook, twitter and other social media. This article summarizes the growth and evolution after 20 years existence.

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Digital in 2020: Social Media Marketing & Management Dashboard via @hootsuite @wearesocial

Digital in 2020: Social Media Marketing & Management Dashboard via @hootsuite @wearesocial | WHY IT MATTERS: Digital Transformation | Scoop.it

Comprehensive data and expert insights on the state of the internet, mobile devices, social media, and ecommerce.

Farid Mheir's insight:

WHY IT MATTERS: all the stats you want about the web, split into categories and *regions*. Great reference.

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20 Best Social Media Monitoring Tools for Small and Medium Businesses

20 Best Social Media Monitoring Tools for Small and Medium Businesses | WHY IT MATTERS: Digital Transformation | Scoop.it

Easily find and join relevant conversations about your brand with these 20 best social media monitoring tools for small and medium businesses.

Farid Mheir's insight:

WHY IT MATTERS: a great review of top social monitoring tools with very useful comparative grid to help kickstart your comparative study. Moreover, this post shows how far we've come in terms of breath and depth of tooling for social monitoring, confirming the importance of the channel in marketing digital transformation.

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State of Digital Media 2019 highl;ights the importance of a #CDP to unify customer data in a single location via @LUMAPartners

State of Digital Media 2019 highl;ights the importance of a #CDP to unify customer data in a single location via @LUMAPartners | WHY IT MATTERS: Digital Transformation | Scoop.it

LUMA is the leading investment bank focused on digital media and marketing. We provide strategic advice, proven M&A expertise, and extensive industry knowledge to optimize outcomes for our clients.

Farid Mheir's insight:

WHY IT MATTERS: a clever overview of the digital media world that highlights the importance of digital technology and in particular of unified customer data to break down silos. Very true indeed!

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Quantity or Quality: which social media strategy should you take in 2019? This guys explains what to do if you are all about quantity #socialMedia #digitalStrategy

Quantity or Quality: which social media strategy should you take in 2019? This guys explains what to do if you are all about quantity #socialMedia #digitalStrategy | WHY IT MATTERS: Digital Transformation | Scoop.it

If you are serious about growing your network, there are two clear strategies:

#1 Grow quality connections with whom you may end up doing business, or

#2 Grow as many connections as you can get, regardless of quality.

There is no correct answer. Some very influential people on LinkedIn go with #strategy1, while I prefer #strategy2.

Farid Mheir's insight:

WHY IT MATTERS: Looks like the social networks algorithm favor people with a very large audience. If you are one of those or want to become one, read this guide to understand what to do to grow to followers on LinkedIn. I assume the suggestions also work on twitter and facebook, if you are into that kind of thing.

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How to setup a Facebook messenger #Chatbot by comparing 2 solution leaders (ManyChat vs. Chatfuel) shows what is possible, easy and difficult - great #showdown by @Zapier

How to setup a Facebook messenger #Chatbot by comparing 2 solution leaders (ManyChat vs. Chatfuel) shows what is possible, easy and difficult - great #showdown by @Zapier | WHY IT MATTERS: Digital Transformation | Scoop.it

Businesses are suddenly very interested in Facebook Messenger bots. And for good reason: Facebook's chat platform now supports over 1.2 billion monthly active users—and automated chatbots, like ManyChat and Chatfuel, provide a unique, interactive way of engaging with them. Chatbots let you have a conversation wit

Farid Mheir's insight:

WHY IT MATTERS: chatbots were all the rage last year, often described as a silver bullet to solve all kinds of problems easilly. Now they have become one more solution in the digital transformation arsenal, with PROs and CONs. This post describes the process to setup and configure two popular tools and in the process highlight their capabilities and shortcomings.

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Intranet usage is below 20%, as opposed to social networks at 60% says 2018 #survey on Employee Adoption of Collaboration Tools @Altimeter #intranet #digitalTransformation

Intranet usage is below 20%, as opposed to social networks at 60% says 2018 #survey on Employee Adoption of Collaboration Tools @Altimeter #intranet #digitalTransformation | WHY IT MATTERS: Digital Transformation | Scoop.it

Enterprises use many collaboration tools, from intranets to project management platforms. We surveyed 2000 employees to understand how they use these tools.

Farid Mheir's insight:

WHY IT MATTERS: digital transformation in enterprise remains slow to catch on and this survey result shows that Intranet solutions remain under utilized. Having seen many of them, I can understand why: lots of useless, and out of date documents, no one really in charge of maintenance, no search or bad search engines, etc. Key learning from this chart:

- if you update your intranet, build something simple and make sure people use it

- have a corporate social network, it is useful and people use it

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The 20 Best New Social Media Tools to Try and How to Use Them #socialMedia

The 20 Best New Social Media Tools to Try and How to Use Them #socialMedia | WHY IT MATTERS: Digital Transformation | Scoop.it

Top 20 new social media tools to try in 2018, including their prices, a quick walkthrough, and a review.

Farid Mheir's insight:

WHY IT MATTERS: say what you will, technology is often the driver of change. Always good to keep track of what's out there and what's possible because who knows, one of these may be useful... ;-)

anuj singh's curator insight, September 28, 2018 7:50 AM
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Twitter to All Users: Change Your Password Now! — Krebs on Security

Twitter to All Users: Change Your Password Now! — Krebs on Security | WHY IT MATTERS: Digital Transformation | Scoop.it

Twitter just asked all 300+ million users to reset their passwords, citing the exposure of user passwords via a bug that stored passwords in plain text — without protecting them with any sort of encryption technology that would mask a Twitter user’s true password. The social media giant says it has fixed the bug and that so far its investigation hasn’t turned up any signs of a breach or that anyone misused the information. But if you have a Twitter account, please change your account password now.

Farid Mheir's insight:

WHY IT MATTERS: if you have a twitter account, change your password now. And at the same time review all the apps you have granted access to in twitter and revoke all the access except for those you absolutely need. Just in case...

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Video on How Instagram Is Blocking Trolls Using AI shows why it is so different than other social media platforms via @WIRED

Farid Mheir's insight:

WHY IT MATTERS: we've seen with recent Facebook meltdown how social media can become a free for all. This 15min video tries to explain what instagram is doing to prevent some of the most annoying elements of un controlled networks: trolls.

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How Facebook Figures Out Everyone You've Ever Met

How Facebook Figures Out Everyone You've Ever Met | WHY IT MATTERS: Digital Transformation | Scoop.it

In real life, in the natural course of conversation, it is not uncommon to talk about a person you may know. You meet someone and say, “I’m from Sarasota,” and they say, “Oh, I have a grandparent in Sarasota,” and they tell you where they live and their name, and you may or may not recognize them.

Farid Mheir's insight:

WHY IT MATTERS: I introduced the concept of a "digital twin" in a recent blog post and this article describes how Facebook uses what you do online to create part of this digital twin profile you may not be ware of.

Also read the digital twin post: http://fmcs.digital/blog/digital-twin/ 

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How Cambridge Analytica’s Facebook targeting model really worked – according to the person who built it

How Cambridge Analytica’s Facebook targeting model really worked – according to the person who built it | WHY IT MATTERS: Digital Transformation | Scoop.it

An email from Aleksandr Kogan sheds light on exactly how much your Facebook data reveals about you, and what data scientists can actually do with that information. The researcher whose work is at the center of the Facebook-Cambridge Analytica data analysis and political advertising uproar has revealed that his method worked much like the one Netflix uses to recommend movies.

Farid Mheir's insight:

WHY IT MATTERS: this well researched article with many links will provide hours of content to help you understand the Facebook breach. The data may surprise you both by the high accuracy that some predictive models have, and by the relatively low accuracy of other elements.

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Photographer Proves End of Privacy Is Here Through Photos That Will Blow Your Mind - only In Russia and China For Now

Photographer Proves End of Privacy Is Here Through Photos That Will Blow Your Mind - only In Russia and China For Now | WHY IT MATTERS: Digital Transformation | Scoop.it

Google knows what you're looking for. Facebook knows what you like. The CIA knows how to use your TV/Smartphone to spy on you. Still think you have privacy?

Farid Mheir's insight:

WHY IT MATTERS: facial recognition + social networks allow tools like this one to surface: take a picture of someone on the train and find their personal pictures on social networks. For now, only Russia and China allow this, I would expect this to be a business killer app for augmented reality glasses: the glass continuously takes pictures and overlays the LinkedIn profile of people you meet in business context. I would install that without thinking about it twice!

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[INFOGRAPHIE] Guide des formats optimaux sur les réseaux sociaux : édition 2018 #Facebook #LinkedIn #twitter #instagram #blogging @adviso

[INFOGRAPHIE] Guide des formats optimaux sur les réseaux sociaux : édition 2018 #Facebook #LinkedIn #twitter #instagram #blogging @adviso | WHY IT MATTERS: Digital Transformation | Scoop.it

Maximisez vos efforts sur les réseaux sociaux en suivant les conseils retrouvés dans notre infographie sur les formats optimaux en 2018 !

Farid Mheir's insight:

WHY IT MATTERS: social media has become essential for digital and it has become an expertise to format posts and interactions to get success on the most important social networks. Friends at Adviso have prepared this handy list - in french!

Astrid Arbey's curator insight, June 28, 2019 11:40 PM

WHY IT MATTERS: social media has become essential for digital and it has become an expertise to format posts and interactions to get success on the most important social networks. Friends at Adviso have prepared this handy list - in french!

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Twitter Followers Vanish Amid Inquiries Into Fake Accounts #fakeNews #trolls #me.com

Twitter Followers Vanish Amid Inquiries Into Fake Accounts #fakeNews #trolls #me.com | WHY IT MATTERS: Digital Transformation | Scoop.it

Federal and state authorities are investigating the sellers of artificial followers and other fraudulent social media engagement.


Via Jessica Kelly
Farid Mheir's insight:

WHY IT MATTERS: we must remain more careful than ever regarding the explosion of "fake" social media. This article - along with another referenced in there - provides a glimpse at how huge the world of "fake" is on the Internet: fake news, fake accounts, fake reviews, etc. It raises serious questions about anonymity vs. "verified" and personally identifiable content/accounts - and the potential loss of privacy. Maybe blockchain will provide a solution to guarantee traceability to real individuals while retaining privacy? In any case, something has to happen otherwise the web and social media will soon become nothing but a polluted dump site of fake content....

Jessica Kelly's curator insight, January 31, 2018 2:20 PM
I'll admit, I'm enjoying this. I have never bought a follower, and I haven't lost any fake/bot followers this week. I use Twitter as a place for authentic communication and info-sharing, not self-aggrandizement or one-way broadcast. I have never followed someone unless I read their profile first, and as my account pushes close to 10K followers, I often recognize follower handles and pictures b/c I've read the bios. I make $0 for using my Twitter account, and while I sometimes think of quitting social, it's never b/c my account is just a front. I wonder if there's any hope that this purge--if it is a purge--will make Twitter feel even a tiny bit like it did in earlier days. We can hope, right?
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FINALLY something that helps improve #privacy on social networks: Facebook will use facial recognition to tell you when people upload your picture

FINALLY something that helps improve #privacy on social networks: Facebook will use facial recognition to tell you when people upload your picture | WHY IT MATTERS: Digital Transformation | Scoop.it

If anyone uploads a profile picture that includes your face, Facebook will alert you of that, too. “We’re doing this to prevent people from impersonating others on Facebook,” the company wrote on its blog Tuesday.

Farid Mheir's insight:

WHY IT MATTERS: anyone can post anything on Facebook or elsewhere on the net. Having a tool that spots your face on pictures to warn you may be the ultimate privacy-notification to come out of Facebook. I hope that other holders of large databases of pictures - especially Apple and Google because of their mobile phones - would do the same.

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Twitter can tell which states love jogging & which are eating hot dogs 

Twitter can tell which states love jogging & which are eating hot dogs  | WHY IT MATTERS: Digital Transformation | Scoop.it

With the explosive growth of online activity and social media around the world, the massive amount of real-time data created directly by populations of interest has become an increasingly attractive and fruitful source for analysis. Despite the limitation that social media users in the United States are not a random sample of the US population [7], there is a wealth of information in these data sets and uneven sampling can often be accommodated.

Indeed, online activity is now considered by many to be a promising data source for detecting health conditions [8, 9] and gathering public health information [10, 11], and within the last decade, researchers have constructed a range of public-health instruments with varying degrees of success.

Fine-tuning these algorithms is key to improving large-scale analysis of social media, whether the goal is to measure the caloric content of a tweet or to find the next developing news story. These technologies represent new ways of finding and understanding the conversations we're having as a country -- chatter that is increasingly moving online.

Farid Mheir's insight:

WHY THIS IS IMPORTANT

More insights on wellness and fitness from social media and big data. Here what is important to note is how we can extract knowledge from information that people share on social media. With more and more wearable devices and internet connected devices like refrigerators, cooktops, and water bottles, it is clear that more and more insight will be gathered from our digital exhaust.

 

More insights:

- more on the digital twin and digital exhaust: fmcs.digital/blog/digital-twin 

- the website with all the data: panometer.org/instruments/lexicocalorimeter 

- twitter can also help predict happiness: hedonometer.org/index.html 

- the research paper: arxiv.org/pdf/1507.05098.pdf 

- lapresse+ article (in french): plus.lapresse.ca/screens/d09ef280-9b06-4fe5-935c-4155336ef100%7C_0.html 

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Mitigating the Risks of Social Login via @hbr

Mitigating the Risks of Social Login via @hbr | WHY IT MATTERS: Digital Transformation | Scoop.it

These third party login tools promise more traffic, more subscribers, more members, more customers and more sales — and those promises have come true: as some have noted, up to 80% of web users choose Facebook Connect or another social authentication option when it’s available (as opposed to signing up for a site with their email address), and Facebook itself has claimed that social authentication increases registration by 30-200%. (...) But is that promise worth the price of losing direct access to your customers’ contact information and profiling information — or for that matter, direct access to customers themselves?

Farid Mheir's insight:

WHY THIS IS IMPORTANT

Social logins are very useful but they carry security and privacy concerns that every company must examine as they move to digitalize everything. In "Kill the password" (fmcs.digital/blog/kill-the-password-a-string-of-characters-wont-protect-you/), the author shows the impact of having multiple websites and applications connected with one another. This is a security concern that must be addressed, mitigated or at the very least highlighted so that everyone involved is aware of the risks and the benefits.

Other articles:

axiomzaftig's comment, February 6, 2017 10:05 PM
Good
heartbeatdisc's comment, February 6, 2017 10:23 PM
Breathtaking...!!
Wo's curator insight, February 10, 2017 7:18 AM
Let the word spread :)
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Facebook can predict when you fall in love and when your relationship starts #scary #bigData @TheAtlantic 

Facebook can predict when you fall in love and when your relationship starts #scary #bigData @TheAtlantic  | WHY IT MATTERS: Digital Transformation | Scoop.it
“During the 100 days before the relationship starts, we observe a slow but steady increase in the number of timeline posts shared between the future couple.”
Farid Mheir's insight:

WHY THIS IS IMPORTANT

We are just starting to scratch the surface of what we can learn when we analyze the personal data from social media. When everything is connected with Internet of things products and when we measure everything we do using wearables and quantified-self technologies, the insights will be even greater. Companies should prepare to analyze this massive data rush and us all should start to think about our information privacy more carefully...

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Power of #socialGraph: How Facebook Tells Your Friends You're Safe in a Disaster in Under 5min via @HighScal 

Power of #socialGraph: How Facebook Tells Your Friends You're Safe in a Disaster in Under 5min via @HighScal  | WHY IT MATTERS: Digital Transformation | Scoop.it

Only Facebook could create Safety Check, not because of resources as you might expect, but because Facebooks lets employees build crazy things like Safety Check and because only Facebook has 1.5 billion geographically distributed users, with a degree of separation between them of only 4.74 edges, and only Facebook has users who are fanatical about reading their news feeds. A small team couldn’t build a big pipeline and index, so they wrote some hacky PHP and effectively got the job done at scale.

This paper details how Facebook build Safety Check

Farid Mheir's insight:

Essential read on this new technology from Facebook that was made possible because of the social graph that Facebook builds. Impressive if only because the solution was easy to build.

 

Also read the companion article for a high-level description rather than this detailed one: http://highscalability.com/blog/2015/11/14/how-facebooks-safety-check-works.html

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INFOGRAPHIC: Here’s How Google Tracks You - and What You Can Do About It

INFOGRAPHIC: Here’s How Google Tracks You - and What You Can Do About It | WHY IT MATTERS: Digital Transformation | Scoop.it
Just about anyone who's online is in some way interacting with a Google product. Here's how Google tracks you -- and what you can do about it.

Via Peter Azzopardi
Farid Mheir's insight:

A good overview.

Patryk Kaźmierski's curator insight, January 25, 2017 5:37 AM

Infografika na temat google.

elearning at eCampus ULg's curator insight, January 25, 2017 9:35 AM
An excellent reminder
Marcin Golczak 's curator insight, December 21, 2019 11:53 AM
Prywatność i bezpieczeństwo danych (Yahoo!, Evernote, a Rosja, patrzymy na Ciebie) obejmuje się jako wielki temat na nadchodzący rok, więc myślimy
Curated by Farid Mheir
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