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While the aforementioned offers have expired, merchants can set up new Foursquare check-in deals via Amex's "Go Social" self-service center for SMBs.

Here's how the Amex-Foursquare marriage works for consumers: Sync Amex card with Foursquare account online. Check in at a location. Tap a "redeem offer" button. Pay with Amex card. Get a Foursquare push notification about the money-back reward (see image) within moments after the card is swiped by the merchant.

Swipely has begun working with 150 merchants in Boston, its launch market. The start-up offers consumers the chance to sync a credit card to its loyalty program. From there, whenever they spend money at a participating merchant, they can receive a reward or discount. Swipely supplies local businesses with point-of-sale signage and materials to promote the program.

Angus Davis, Swipely CEO, said his product should attract consumers and businesses alike because of its usability. There's no need for a smartphone app, much less a printed voucher, he said, in order for shoppers to get rewarded for retail store visits.

"Consumers don't have to change the way they behave in order to check in," Davis said. "Nor do they have to change the way they pay by scanning a QR code [or] using newfangled technology. Our program employs technology that everyone already has and uses."

He added, "For the local merchant, the program doesn't require any changes in the store. They don't have to upgrade hardware, install software, implement any special cards, or re-train their staff."

The 33-year-old CEO said his company would expand to New York, San Francisco, and other major cities in the first half of the upcoming year. "I do think that 2012 is a very ripe time for disruption," Davis said, "especially as the payment space interacts with Main Street merchants."

Other noteworthy developments as digital wallets came into focus during 2011: March/April:Groupon and LivingSocial launch "GrouponNow" and "Instant Deals", respectively, which allow consumers to buy time-sensitive offers with one click on their smart phones. To use the mobile commerce feature, users need to input their credit cards into their daily deals accounts. May 9: Scvngr struck a partnership with American Express to make redeeming LevelUp deals easier for consumers. Amex members who buy the deals need only use their cards while making a purchase to get the discount. As is the case with Swipely, it's not necessary to show the store clerk a paper voucher, barcode, or message on a mobile screen. May 26: Google introduced Google Wallet, which lets consumers pay for Google Offers and other items through their Google account. The Wallet mobile app works with credit card users for Citi, MasterCard, and First Data. Aug. 1: Verizon partnered with Amex to serve as the mobile carrier's digital wallet platform. The telecom was one of the first in its competitive space to create its own digital wallet.

While commercial partnerships are definitely key to the broad appeal of Serve, part of Sanghi’s master plan in furthering Serve’s presence is a connection with developers. “It is difficult for mobile payments startups to scale without partnerships with some of the major financial partners,” he explains. “There are a lot of regulation in terms of moving money, and fraud management and we want to be the partner mobile payments startups think of in this space.” Sanghi says that in first half of next year, American Express will open up the Serve platform to developer community.

Another area where American Express is focusing its efforts when it comes to Serve is on data. “Data is going to be a differentiating factor in the payments space,” Sanghi explains. A personalized experience is going to be key in providing the digital wallet that consumers flock to, he says. And it’s not just purchasing data that American Express is looking to mine.

Intent data, structured data and unstructured data will all play a part of delivering a personalized payments experience. That means analyzing things such as Tweets, Twitter sentiment, your social graph, Facebook updates and more to deliver targeted offers. “The magic is going to be in marrying structured data and unstructured data for results in real-time,” Sanghi says.

With 100 million card members, American Express’ data opportunities are massive. But privacy is a key concern in this data mining, says Sanghi, and the company has to be sure they aren’t abusing these issues, especially as it relates to financial information. For example, the company’s Facebook partnership, in which AmEx cardholders can link their cards to their Facebook accounts to receive deals, is an opt-in experience.

Across the board, American Express is going to be announcing many more commercial partnerships including those with gaming and telecommunications companies. Serve will also soon enter new geographies, says Sanghi, which will also be a key part of the platform’s growth in the next year.

Of course, American Express has competition in the digital wallets space, and companies like PayPal and even Google are also looking to compete. And fellow credit card companies such as Visa have major ambitions to dominate the digital wallet. Regardless, all of these companies need to fine-tune their offerings so that the benefit to consumers is clear. The battle to become the de facto digital wallet is just starting, and which payments provider that will create the technology that keeps consumers engaged has yet to be determined.

Commissions on those Credits netted Facebook $557 million in revenues in 2011. (Facebook writes in the S-1 that the “other fees” that it designates on the same line as Payments was “immaterial.”)

At this point, Facebook doesn’t take any commission on Credits that are purchased via mobile: that service—which uses the premium SMS channel to send a code to a user to redeem Credits on the main site, and then charges the amount directly to the user’s mobile bill—already has some other parties taking a cut, including the provider (eg Zong or Boku), the mobile carrier and even another processing middleman. Rather, Facebook’s cut comes in the form of a commission on the payments, similar to what Apple (NSDQ: AAPL) takes for transactions on its App Store. That fee is 30 percent.

Could Facebook eventually take more control of its payments, and potentially cut out some of those middle people? Probably not soon, in Court’s opinion. “Zong brought something to Facebook that it didn’t know how to do, and it became very deeply integrated,” he said. “I don’t see them starting to do what Zong does, which is connecting hundreds of operators.” Then again, he added, “When they have a worth of $100 billion with $10 billion on the balance sheet they can do pretty much anything they want.”

What’s interesting is that as Facebook starts to expand some of the other functionality on its mobile platform, that will also open up a lot more opportunities in terms of mobile transactions as well.

As Facebook enables and opens APIs to get publishers to build apps for its mobile platforms (via the web and apps), “Facebook will make sure those are monetized,” he said. “I have no doubt Facebook will be making money on mobile games and other content given the engagement and scale on mobile. There is an amazing opening there.” Paying for Credits that will actually get used on the device itself, he said, will be “even more natural.”

Facebook in the S-1 said it had 425 million monthly active users accessing the social network via mobile devices, with that number outpacing the growth of overall subscribers.

“Credits is a wallet that you can top up in all kinds of ways,” he said. “Facebook has created its own currency and has imposed that on anyone offering digital goods on Facebook.” If anything, that currency might have a life outside the platform, to to buy things outside of Facebook.

But even with the opportunity for Credits, Court doesn’t see this eventually overtaking revenues from whatever advertising Facebook plans to put on its mobile services “for a very simple reason,” which is down to how those games are played today. “If you look at Zynga, only between two and three percent of people who play actually pay. The rest play for free. Tt will be the same for Facebook on mobile, with only a fraction spending money,” he predicted. “With advertising, 100 percent of the population is exposed.”

Even though Facebook has listed “no mobile ads” as one of its risks on the S-1, it could be playing its cards very close to its chest: the last few days has been a lot of speculation already about how soon Facebook will launch those mobile ads.

Razorfish (via Digiday) says that it is already working on a pilot for rich-media ads for the social network.

The blog Inside Facebook, meanwhile, has put its money down on sponsored stories to be the “most likely” first stab at mobile advertising on the site, with running a mobile ad network the second-most likely option. (That’s one that we explored a bit yesterday as well.)

Update: Razorfish’s VP of mobile, Paul Gelb, has made a correction on how his comments were portrayed in the Digiday story (via Twitter): his agency is not working on any mobile ad buying with Facebook. “In the interview I was referring to rich media featured stories, not paid ads,” he said.

A Facebook spokesperson, via email, added the following: “We want to clarify that we are not working with any agency to create paid ads on our mobile platform.”

Much has been made of the mobile risks that Facebook laid out in its S-1 IPO filing earlier this week. Essentially, it’s seeing/pushing massive growth in mobile, but it still hasn’t tried out advertising, its most effective route to revenues, on this platform. That’s not to say it won’t. But meanwhile, there is another area where Facebook is already making money through mobile.

Who benefits from such shift? Twitter, primarily. Globally, Twitter's microblogging/social network is much smaller than Facebook, with a reported 200 million users, only a fraction of which are really active. Business-wise, Facebook is 30 times larger than Twitter and is expected to gross $4.27bn this year, according to eMarketer ultra-precise estimates; that's more than twice last year's revenue. As for Twitter, its advertising strategy is gaining traction: again, eMarketer expects Twitter to make $139.5m, up 210% from the previous year.

But perhaps most interestingly today, Zypr gives developers natural-language voice control for all services, regardless of provider or category.

Zypr is an ad-supported service and offers developers revenue-sharing opportunities.

Jang is passionate about the app’s community of users, who he insists view the posting of a “musical postcard” on SoundTracking as an emotional moment, “Our user community is still just in its early days. What we’re really most excited about is the engagement and reach of our music lovers who, given an app made for self-expression, seem to love to share emotions and personal moments on top of status updates and check-ins.”

Electronic files containing one of more text components or embedded objects with text components can be searched by using text-based queries.

Document scans (images) and even pictures can be enriched with the text of the original document or even with recognizable logo’s in the pictures. The same technology can also be applied to video shots.

Audio and the audio component of a video file can be processed by a phonetic search engine and users can search the content by looking for specific words or phoneme sequences.

In addition, audio-, pictures- and video files can be searched on contextual information such as the file name, added meta-information or text that surrounds the picture or the video on a web page.

Web search engines such as Google, Bing and Yahoo use primarily contextual text information from pictures and video’s to search on these object. This text can be tagged by users or can be found in the file name, file location, surrounding text on the webpage, etc. In some cases, words that are recognized in the images and videos with Optical Character Recognition (OCR) technology is used, or nudity is recognized and filtered, but that is about it. There is not or limited influence from pure visual information retrieval technology such as: give me all outdoor pictures or all images with a helicopter in it.

State-of-the-art visual search technology should address all of these aspects and support both text-based as image or video example based querying, result navigation and viewing.

Ranking images is based on complex statistics and other mathematical properties that are not always intuitive to humans.  Users need a much more exploratory and visual result list that uses all available dimensions when searching images and videos.

There are many use cases in the field of visual information retrieval varying from searching pictures on the internet to recognizing faces of hooligans at the entrance of a high risk football match, monitoring airports with surveillance cameras and investigating child abuse.

Many of these applications are highly specialized applications requiring a lot of specialized knowledge and experience to work effectively.

However, I expect that in the next year or five, real visual information retrieval will become a core component of in-house Enterprise Information Management systems as more and more information consists of pictures and videos that are not annotated and therefore hard to find.