Courtney Purvin got a shock when she visited Facebook last month. The site was suggesting that she get back in touch with an old family friend who played piano at her wedding four years ago.
The friend had died in April.
“It kind of freaked me out a bit,” she said. “It was like he was coming back from the dead.”
Facebook, the world’s biggest social network, knows a lot about its roughly 500 million members. Its software is quick to offer helpful nudges about things like imminent birthdays and friends you have not contacted in a while. But the company has had trouble automating the task of figuring out when one of its users has died.
That can lead to some disturbing or just plain weird moments for Facebook users as the site keeps on shuffling a dead friend through its social algorithms.
Facebook says it has been grappling with how to handle the ghosts in its machine but acknowledges that it has not found a good solution.
“It’s a very sensitive topic,” said Meredith Chin, a company spokeswoman, “and, of course, seeing deceased friends pop up can be painful.”
People over 65 are adopting Facebook at a faster pace than any other age group, with 6.5 million signing up in May alone, three times as many as in May 2009, according to the research firm comScore. People over 65, of course, also have the country’s highest mortality rate, so the problem is only going to get worse.
Chin says Facebook recognizes the importance of finding an appropriate way to preserve pages as a place where the mourning process can be shared online. Member profiles can be “memorialized,” or converted into tribute pages that are stripped of some personal information and no longer appear in search results. Grieving friends can still post messages on those pages.
Of course, the company still needs to determine whether a user is, in fact, dead. But with a ratio of roughly 350,000 members to every Facebook employee, the company must find ways to let its members and its computers do much of that work.
To memorialize a profile, a family member or friend must fill out a form on the site and provide proof of the death, like a link to an obituary or news article, which a staff member at Facebook will then review.
But this option is not well publicized, so many profiles of dead members never are converted to tribute pages. Those people continue to appear on other members’ pages as friend suggestions, or in features like the “reconnect” box, which has been spooking the living since it was introduced last October.
Chin said Facebook was considering using software that would scan for repeated postings of phrases like “Rest in peace” or “I miss you” on a person’s page and then dispatch a human to investigate that account.

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