As Facebook turns off facial recognition in Europe, is this the start of a change for the company?

Meet the new social network, not quite the same as the old social network.

After a long struggle with the Irish Data Protection Commission, Facebook is set to delete the last tranche of data kept from its facial recognition feature, dubbed Tag Suggestions, and turn it off for all users today. It just the latest retreat in a series of changes which may redefine the company.

The Tag Suggestions feature was first announced in December 2010. By using a mixture of information about facial shape and features, and contextual clues such as other people in the same album or picture, Facebook is able to suggest to users the names of other people in photos they have taken. Similar capabilities appear in other software – Apple's iPhoto, for instance, has an offline version – but Facebook's implementation leverages its vast user base to get more data than any competing company could manage.

However, Facebook implemented the Tag Suggest feature as an automatic opt-in for all users. That, combined with the fact that most photos on Facebook aren't uploaded by their subjects – obviously, since someone is normally behind the camera – meant that it necessarily played fast and loose with privacy concerns.

Just six months after it was announced, the first objections were raised in the US, and in August 2011, a Hamburg court became the first to rule that it must be opt-in to comply with local privacy laws. A month later, the Irish DPC began a wide-ranging privacy audit in response to complaints from a user group, Europe v Facebook, which included in its remit the facial recognition issues.

Since Facebook's European operations are based in Ireland – largely for tax reasons, since the company has a corporation tax rate of just 12.5 per cent for trading income – the decision of the DPC has wide-ranging effects. The first report, in December 2011, gave Facebook six months to comply with a number of requirements. "Shadow profiles" – profiles made of people who haven't joined Facebook from information uploaded by their friends – had to go, while data retention for searches and ad-clicks was limited, to six months and two years respectively.

The DPC also required Facebook to provide a prominent warning to its European users that it uses facial recognition technology that automatically tags them in photographs.

It was this last requirement which Facebook seems to have found too hard to comply with. In September, it closed Tag Suggestions to new users, and this month, it is shutting the feature entirely in Europe, and trashing the already collected data.

It's a bold move to take for a company which has, in other markets, been doubling down on facial recognition technology. In June, Facebook bought Israeli company, for a reported $55m. was the provider of much of the technology used by Facebook, and the company argued that the transaction "simply [brought]… a long-time technology vendor in house."

The company has always known that privacy concerns are one of the largest hurdles it has to to overcome. In its IPO prospectus, filed in February, Facebook highlighted a number of privacy-related risks to its business, from the publicity pitfalls associated with moving faster towards "frictionless sharing" than it's users are comfortable with, to the hurdles that stricter privacy regulation could introduce.

The facial recognition skirmish is an unusually under-the-radar battle for Facebook, however. Most of its highly publicised missteps involve public information being shared without the explicit permission or notification of users. This includes, for example, the ability of friends to "check in" people in Facebook Places without asking, as well as the various concerns over the frictionless sharing of social readers and apps like Spotify.

In fact, the first major privacy battle Facebook had to fight was over this type of issue, though in hindsight it demonstrates nothing so much as how much more comfortable we've become about sharing online. In September 2006, Facebook activated the News Feed, a feature now associated with the company more than anything other than, perhaps, the "like" button. But at the time, the idea of aggregating all this information – publicly available, but never before displayed in one place – was enough to spark user rebellion.

In what has become typical for Facebook, the company bet the business on people getting used to the new rules of the game. And they did, just like they did with the changed default privacy settings, the creation and promulgation of "" email addresses, and the aforementioned Places feature.

But three recent moves by Facebook suggest that the company may be changing its attitude, both voluntarily and as a forced reaction to circumstances.

The first is the deletion of facial recognition data, as well as the other changes mandated by the DPC. Facebook has always dealt quite well with user discontent – if only by successfully ignoring it – but when the law gets involved, it can be forced to backtrack far further than it normally would. It also means that it can be held to account for infractions of privacy which the average user simply won't notice.

Not many of us realised Facebook was even tracking search data, putting together a profile of us which we can't see, and few would have cared even if we did. But the DPC, like other information commissioners worldwide, has the authority and remit to ensure that data is collected with permission, and not retained indefinitely. Facebook knows it will face these problems with greater regularity as other nations step up to their responsibility to protect their users, and that will surely change its attitude.

The second is that Facebook itself has been backtracking from frictionless sharing, which had the potential to be one of the biggest clashes between it and its users. Andy Mitchell, Facebook's Manager of Media Partnerships, said last month that the company was moving away from it because user feedback wasn't good. This isn't just an issue with people being displeased that what they thought was private was in fact public – although that has happened as well.

For Facebook, the bigger issue is that the results of frictionless sharing just aren't particularly interesting. Sure, Facebook would like to know every news story you read, or every song you play, because it helps them build up a formidable picture of you to sell to advertisers. The problem is that social media is only interesting to anyone else if it allows people to present a curated vision of themselves. Nobody cares about the full list of songs you've played, but they may want to hear the one which is your absolute favourite at the moment. If Mitchell is to be believed, Facebook has come around to this way of thinking. The privacy benefits for users should be obvious.

The third change by Facebook is perhaps the most important. It is that the company is demonstrating a growing awareness that advertisement income alone cannot help the company achieve the goals its shareholders have set for it. It's tricky to estimate a price/earnings ratio for Facebook, since it hasn't released any results since it went public, but Business Insider estimate it's around 32. That means that you would need to hold Facebook stock for thirty-two years for it to make profit equivalent to the amount of capital you've provided them – or, more accurately, it means that the majority of Facebook's shareholders expect it to start making more money.

The problem is that Facebook's previous earnings growth has come largely from user growth. But with over a billion users, it starts to get very tricky to get any growth – the size of the planet is a constraining factor. As a result, Facebook needs to get more money per user.

One way to do this is, of course, to make ad space more valuable to advertisers, and that's what all of the company's social profiling is aimed at; but that's unlikely to be enough. For perhaps the best hint of the future, look to Facebook's recent launch of Facebook Gifts. The tagline is "Real moments. Real gifts." But perhaps the phrase "Real money" should be added there, because that's what is really important. Facebook wants you to spend real money buying gifts for friends through them – and then, of course, take a cut of the transaction that follows.

A Facebook which makes money from the services it provides, rather that providing services as a sidebar to its real business of selling your data to advertisers, is a company which has a vastly longer half-life. I hope they know that too.

The facebook hompage in 2005. Photograph: Wikimedia Commons

Alex Hern is a technology reporter for the Guardian. He was formerly staff writer at the New Statesman. You should follow Alex on Twitter.

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Why have men become so lonely – and how does it affect their health?

New findings show the consequences of having a lonely heart.

Go out and get some friends. No, seriously. Hop on the Tube and act faux-interested in the crap-looking book your fellow commuter is reading, even if it's on their Kindle. Chances are it's better than the one in your bag, and they're probably a decent human being and just as lonely, like you and me.

A new slate of facts and figures are showing just how widespread loneliness, is while simultaneously being amazingly terrible for your health.

Research led by Steven Cole from the medicine department at University of California, Los Angeles is showing the cellular mechanisms behind the long known pitfalls of loneliness. Perceived social isolation (PSI) – the scientific term for loneliness –increases the exposure to chronic diseases and even mortality for individuals across the world.

The authors examined the effects of loneliness on leukocytes, also known as white blood cells, which are produced from stem cells in the bone marrow and are critical to the immune system and defending the body against bacteria and viruses. The results showed loneliness increases signalling in the sympathetic nervous system, which is responsible for controlling our fight-or-flight responses, and also affects the production of white blood cells.

Recently, the Movember Foundation, which focuses on men's health and wellbeing, carried out a survey with the help of YouGov investigating friendship and loneliness amongst men. The results are alarming, with only 11 per cent of single men across the spectrum in their early 20s to late-middle age saying they had a friend to turn to in a time of crisis, the number rising to 15 per cent for married men.

Friendship has shown not only to be important to a person's overall wellbeing, but can even add to a person's earnings. A previous study involving 10,000 US citizens over 35 years showed people earned 2 per cent more for each friend they had.

The Movember Foundation survey comes soon after the Office for National Statistics (ONS) showed that men in Britain make up 58 per cent of the 2.47m people living alone between the ages of 45 and 64. The reasons behind this figure include marrying later in life and failed marriages, which usually result in children living with the mother. Women still make up the majority of the 7.7m single-occupant households across all ages in the country, at approximately 54 per cent.

Chronic loneliness seems to have slowly become a persistent problem for the country despite our hyper-connected world. It's an issue that has made even Jeremy Hunt say sensible things, such as "the busy, atomised lives we increasingly lead mean that too often we have become so distant from blood relatives" about this hidden crisis. He's previously called for British families to adopt the approach of many Asian families of having grandparents live under the same roof as children and grandchildren, and view care homes as a last, not first, option.

The number of single-person households has continued to increase over the years. While studies such as this add to the list of reasons why being alone is terrible for you, researchers are stumped as to how we can tackle this major social issue. Here's my suggestion: turn off whatever screen you're reading this from and strike up a conversation with someone who looks approachable. They could end up becoming your new best friend.