Facebook And Data Mining – Is Anything Private?


Facebook And Data Mining – Is Anything Private? – We know Facebook. Outstandingly good. It tracks who we talk to, what we talk about, what we like, and what we are interested in. It follows where we are and where we are conducting transactions. Facebook can choose your face from the images of others and tag you in the media automatically. You can even find it in the background of crowd shots (“Isn’t it cool that I was marked on so many photographs?”).

Who’s selling it to Facebook after collecting all this personal data? Every purchaser can afford it, as we saw at the 2016 election, even foreign actors. If Facebook can sell a little smidgen of our intimate life, it will. Facebook And Data Mining – Is Anything Private?

The irony is still here: Facebook has been reporting steady growth and profit figures for the last year. More than two billion people have been using their online property each day. It seems, therefore, that users do not care whether their data is sold freely – or do not understand the consequences in full.

Think this about it: Facebook allows the subversion to profit and unfair political influence of our highly personal social networks. What raises the question: Is consumer capitalism working anymore – with any sense of protection? Is it just too big to face economic penalties for violating public confidence for Facebook, Google, and other giants online? If so, we’re actually on a slippery path.

Even if we recognize that we receive more focused advertising by sharing personal data, we face a significant challenge. The extent and potential misuse of personal information on Facebook now create a genuine threat to our fundamental freedom and freedom concepts.

Facebook And Data Mining – Is Anything Private? – Harvesting All of Us

We were not advised of the risks of sharing personal information online. It is not. And with some of our sensitive data, many of us take precautions. However, as a group, we believe that all these services are worthwhile, bit by bit, to lose our privacy. Facebook And Data Mining – Is Anything Private?

Therefore, over time Facebook (and other web giants) collect all our data. The more data is available in one place, the more data for the mining of data. Over time, it becomes big data in the context of other data points. Then, it is mixed with other data sources via data integration in the backend, which we will never know of as users. Facebook And Data Mining – Is Anything Private?

Identifiable data collection is occurring in increasing numbers than most users have ever understood. Some applications now offer “general” surveys or take into consideration groups but collect detailed notes that track us individually.

We know that these apps use data analytics to analyze comments by “friends of friends” to compile information about us. They can even depart from textual analysis or online behavior, our current emotional state. The sadness or depression of anyone can now be correlated by analyzing the quantity and variety of their internet interactions.

Are we at ease with it all?

Facebook And Data Mining – Is Anything Private? – A Cautionary Culture

Today, let’s see China. The government builds an enormous system for monitoring the social reputation of every person. Why not recognize and reward good people? It’s not only compensation, however. Authorities can make direct use of this reputation, giving them jobs, travel, and training opportunities.

My phone and app activities recorded personal interactions, and all financial transactions can be combined with my government in China. Every person is supervised on a micro-level in China. All people are forever auditable. Facebook And Data Mining – Is Anything Private?

Now back to Facebook: Recently, an online “fun” app invited users to submit two photos of their own, ten (10) years apart. Privacy experts suspect that the pretext for collecting a vast amount of training information and training algorithms in an enormous amount has been slimmed up. All this makes this colossal photo library of Facebook even more valuable in business. You helped a machine understand how to erode yet another layer of privacy if you submitted your precious autos.

If we compare China with our free Western culture, are we trying to make a difference somewhere else? I worry that we have many steps down this darker route on platforms like Facebook.

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 The Machine Is Learning

Much of the information extraction we are discussing concerns training algorithms for recognition. I am a big fan of machine learning mathematics, but I am not so sure that it can be used ethically “for good.” Much has been written about how machine learn algorithms can be taught prejudice and bad conduct or used as pretense and shield for practices that are ultimately unethical. Facebook And Data Mining – Is Anything Private?

Furthermore, it should be recognized that machine learning also forms the basis of many current process automation drives. Increasingly, deep learning and artificial intelligence-driven smarting machine automation – will replace many of the work of many poorly qualified individuals.

I do not believe that I would protect jobs that might be smartly automated otherwise. However, those users who do not “done” their data may find that they are used to exclude them automatically. It could happen that businesses that own the resulting “information” have all the value.

 Fundamental Trust Issues

There is an implied social contract between people that assumes a basic level of goodness in all people. But too many forget that Facebook is a for-profit company, not a trusted confidante or even a neutral platform. Even if we believe that online privacy is already a lost cause, we’d be wise to remember one thing: not everything we do needs to be exposed and handed outright to commercial entities. Facebook And Data Mining – Is Anything Private?

Trust should be a hard thing to earn, and for trust in third parties, constantly re-validated. We need to keep in mind that passive data sharing is a deliberate trust decision. I’m not suggesting we turn off the Internet or give up on tech-based networking with our friends and family. But as we said back in my Air Force days – “The price of freedom is eternal vigilance.” Facebook And Data Mining – Is Anything Private?

Facebook may be where your friends are, but it isn’t your friend.

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