April 18, 2024

A New Tool Aims to Help Facebook Users Dig Deep

But just try finding that photo of Mom and Dad in front of the Eiffel Tower during their 2008 trip to Paris, or the name of that lovely bistro nearby that they mentioned in a status update. Odds are, you would have to plow through a lot of old posts and photos to dig out that information, if you could find it at all.

Now, Facebook is trying to make it easier to find that lost photo or restaurant recommendation and unearth other information buried within your social network with a tool it calls Graph Search.

On Monday, the company will roll out the feature to its several hundred million users in the United States and to others who use the American English version of the site. Other languages will follow.

Developing a sophisticated search feature is vital to Facebook’s long-term success, both to deepen users’ engagement and to make it more appealing to advertisers.

Experts say that Facebook’s technical achievement so far is impressive. Privacy could still be an issue, however, as more user data becomes easily accessible. Also, the feature is dependent on Facebook users volunteering more information about their likes and dislikes.

Ever since Facebook released an early version of the tool in January, the development team has been observing and listening to millions of testers and making improvements. “We launched it early, when it still was in a pretty raw state,” Lars Rasmussen, the engineering director of the project, acknowledged in a recent interview.

Early on, Mr. Rasmussen said, users had trouble even finding the search box, which was blue and melded into the border at the top of every Facebook page. The team eventually made the box white and used words to explicitly describe its purpose.

The tool also has struggled to understand how people actually use language.

For example, typing in “surfers who live in Santa Cruz” confounded the search engine, which was tuned to recognize the phrase “people who like to surf” but not synonyms like surfers or “people who like surfing,” said Loren Cheng, who leads the team of linguists who are working to refine the tool’s natural language capabilities.

The engineers also had to adapt the algorithms to consider the many ways that people express interest in a topic.

For example, Mr. Rasmussen, a ballet fan, said that when he looked for “friends who like ballet,” only two popped up. But many more friends had liked the pages of individual ballet companies. So the search engine now takes into account related pages when assessing whether users like a topic.

Facebook’s Graph Search is still a work in progress, as company officials are quick to acknowledge. Its recognition of synonyms and related topics is spotty. It cannot yet find information in status updates, a top request from users. It does not yet incorporate information from third-party apps like Yelp or Instagram, which is owned by Facebook. And the new search tool is not available on Facebook’s mobile apps, which are increasingly the way that people use the service.

But Facebook believes it is now good enough for wide release. And despite the tool’s limitations, technologists praised the company’s work.

“There is a near infinite variety of ways to say anything in English or in any other language,” said Nick Cassimatis, an associate professor at Rensselaer Polytechnic Institute and a co-founder of SkyPhrase, a start-up working on similar natural-language search technology. “They are trying to memorize all the ways of saying something.”

Unlike Google’s familiar search engine, which typically takes the keywords entered into a search box and matches them to the most relevant Web pages that contain them, Facebook’s search looks primarily at structured data.

Article source: http://www.nytimes.com/2013/07/08/technology/a-new-tool-aims-to-help-facebook-users-dig-deep.html?partner=rss&emc=rss

NBC’s Fallon-for-Leno ‘Tonight’ Shift Is a Bet on Future

NBC executives are hoping that their planned transition from Jay Leno to the network’s emerging star, Jimmy Fallon, will bring as much long-term success to “The Tonight Show” as Mr. Rodgers has to the Packers. The move — which includes relocating the show to New York City — is expected to take place by the fall of 2014, even though Mr. Leno has won the ratings race for NBC for two decades, and is still winning.

When his time as host comes, Mr. Fallon will almost surely start out earning considerably less than Mr. Leno because there is much less profit to go around in late-night television. Even as it gets more crowded (names continue to be added, including familiar ones like Arsenio Hall), the business of late-night television is financially challenged and increasingly affected by changing viewing habits.

Mr. Fallon, 38, may someday be declared the ruler of late-night comedy, in the way that Mr. Leno’s predecessor, Johnny Carson, once was, said Robert Morton, once the producer for David Letterman. “But Fallon will be the king of a very small kingdom,” he said.

Longtime producers and executives working in late-night television concede that NBC is taking a risk in planning changes to one of the few remaining areas where the network finishes first. NBC, though, is encouraged by the fact that Mr. Fallon seems to appeal to many of the older viewers who have stuck by Mr. Leno and at the same time is popular with a host of younger, more Internet-focused viewers.

Mr. Fallon “has a real chance to be great,” said one veteran executive in the late-night business, who like others interviewed for this article asked not to identified because of continuing business with different networks and relationships with late-night hosts.

Among the viewers who determine financial success in late night, those ages 18 to 49, Mr. Leno still leads the network late-night shows, but with an average rating of just 0.8 (about 996,000 viewers) for the season. Jon Stewart does better on cable, with an average rating of 1.1. But the true leader in late-night ratings is a machine, not a comic. The best rating in the time period from 11 p.m. to 1 a.m., according to Brad Adgate, senior vice president for research at Horizon Media, is “recorded playback on the DVR.”

DVR playback of recorded shows is averaging a 3.1 rating — or almost four million viewers. The late-night comics are threatened by cartoon characters, too: shows in those hours on the Cartoon Network are averaging about a 1 rating, or about 1.3 million viewers. (Mr. Fallon is averaging a 0.5 rating for his NBC show in the 12:35 hour — that’s just 632,000 viewers.)

With diminished numbers come diminished profits. Mr. Leno once made about $150 million a year for NBC. Now the number is probably between $25 million and $40 million, a senior network executive said.

Part of the reason is cost. One executive who has worked on late-night budgets estimated that the bigger network shows like “Tonight” still cost $50 million to $70 million a year. (This is after NBC forced budget cuts this season and won a reduction in salary from Mr. Leno.) That number has to be tightened further for the shows to continue to make money, the executive said.

Another reason is competition. Mr. Leno now faces not only his longtime rival, David Letterman, on CBS, but also Jimmy Kimmel on ABC. Despite initial expectations, though, Mr. Kimmel, 45, has not overrun Mr. Leno, 62, whose resilience (critics call it obstinacy) is something of a television legend. But Mr. Kimmel does edge out Mr. Leno among viewers ages 18 to 34.

Still, youth has always been served in late night. What matters increasingly is how much additional exposure the comedy generated by these hosts enjoys on sites like YouTube and Hulu.

Those areas have been strengths for Mr. Fallon and Mr. Kimmel, both of whom have created widely viewed videos. Mr. Fallon’s dance video with Michelle Obama, for example, has now exceeded 15 million views on YouTube. A version of “Call Me Maybe” with the host and his band, the Roots, accompanying Carly Rae Jepsen on classroom instruments (like kazoos) has surpassed 13 million views. And Mr. Kimmel has churned out hit after hit on video.

Article source: http://www.nytimes.com/2013/03/25/business/media/nbcs-fallon-for-leno-tonight-shift-is-a-bet-on-future.html?partner=rss&emc=rss