waving android

I am currently a software engineer at Google, where as a member of the Android platform team I build frameworks and user interfaces.

The blog here at is mostly historical; you can find more recent posts on .

Archive for December, 2008

On Twitter as a research problem

December 8th, 2008

Recently, I’ve spent quite a bit of time thinking about microblogging, exemplified of course by the very popular Twitter service. While I finish preparing a technical report describing the FETHR system we’ve developed1, I thought I’d take a few minutes to discuss why I find this topic compelling.

The microblog is something of an odd bird, defying easy classification or even explanation (as evidenced by the many attempts to articulate its purpose and properties). Originally conceived as a way for strongly-connected friends2 to keep track of one another’s whereabouts and present activities using SMS, it’s become a kind of ultra-lightweight conversational tool that doesn’t map exactly onto any existing publishing or communication system. Twitter’s single prompt—“What are you doing?”—is almost vestigial at this point; it is evolving into a micropublishing platform, and as such has become an important and interesting topic of research.

Microblogging has already had impact. We can speculate—from the amount of news and media coverage that the phenomenon has earned3—that it is poised to take its place next to the blog as a prominent method of publishing and interacting online. Many now rely on services like Twitter for business and personal interaction; beyond the “ambient awareness” of physically distant friends and neighbors, microblogging now finds use in business networking, customer service, national politics, journalism, and general lazyweb4-style requests. Microblogging has unquestionably become a part of the everyday lives of active users, and in extreme situations—such as the recent Sichuan earthquake—it can literally be a lifeline.5 Encouraging and improving these services is therefore an important and valuable goal.

As a computer scientist, I’m interested in microblogging systems in part because of their unique properties. They are remarkably spam-free, mostly due to the way in which users explicitly select those senders whose messages they wish to see (by “following” them). The many subscription links between microbloggers forms an interesting social graph: can we put this network to use in some way?6 Microblogging is also an unusual mode of communication, falling somewhere between blogs, chat, IM and BBSes in terms of how, when, and to whom messages are distributed. Even the way users consume messages is peculiar: a constant stream of updates commingling their own messages with those from their friends, ensuring that no two users have the same view of the system.7

Microblogging is every bit as compelling as research because of its limitations—specifically, the limitations of the flagship microblog service, Twitter. First, it is a large but entirely centralized system; there are currently a few million registered user accounts8, of which maybe half a million are active9. How much larger can it get? The folks at Twitter are, by all accounts, barely keeping up with their own success; in fact, scaling problems have been at various times the subject of much public frustration. As a result, Twitter is also fragile; its users are all unavoidably bound to Twitter’s robustness and reliability. When Twitter goes down, service is completely interrupted for everyone. It is a closed system, by which I do not necessarily mean that the source code is not available, but rather, the ways in which the system functions are not up for debate or (easy) amendment by the community.10 Twitter, Inc. is a dictator, albeit a benevolent one, and while users may wish to switch to another service—and there are plenty of Twitter-alikes to choose from, many promising more advanced features or better reliability—powerful network effects prevent users from leaving. After all, everyone you know is already on Twitter, and they’re not on, for example, Pownce.11

The potential is certainly there for Twitter to become, as its founders style it, a “communication utility”; whether or not Twitter can actually achieve this aim depends in large part on its technical evolution. That’s where my recent work fits in the microblogging timeline; watch this space.


  1. The work is also currently under submission to a competitive conference; a technical report is useful in this case to gain additional feedback from the broader microblogging community and to spur experimentation in the wild. 

  2. Presumably those in urban areas where “I’m at the coffeehouse” is an actionable piece of data. Some still use Twitter for this kind of lazy real-world rendezvous, but most have adopted a more blog-like approach to the system. One of the noteworthy things about microblogging is that it supports all these modes of interaction simultaneously. 

  3. The New York Times seems particularly smitten. 

  4. la•zy•web n. The collected wisdom of millions of internet users, mythical solver of problems cosmic and quotidian. First supplicated by name in 2005 or thereabouts by @jwz

  5. Could Twitter actually save lives? Andy Carvin speculates that with a few sophisticated group features it might be a tool for mobilizing relief efforts. The work I’m doing would help to enable this. 

  6. Some examples taken from the FETHR paper: abuse/spam detection; recommendations/introductions; and, of course, update distribution. 

  7. In this way it might be said to be most similar to Facebook’s News Feed, introduced to early controversy, due in large part to the dramatically—for some, shockingly—increased importance and persistence of formerly ephemeral bits of Facebook data like the personal status. 

  8. According to TwitDir, which is having load issues as I write this; TwitterFacts reports TwitDir’s estimation of the Twitter community as of October to be just over 3 million. 

  9. Based on our measurements during a three-week period in September, during which we observed 4,917,042 public messages from 472,735 users. 

  10. The Twitter API allows third parties to develop software that talks to the existing Twitter service, including desktop clients, search engines, and, yes, research code such as my own. What’s not possible at this point is to change the way Twitter works; for example, external developers can’t turn off Twitter’s use of TinyURL to shorten URLs (causing an unfortunate fate-sharing between Twitter and TinyURL, which has suffered its own reliability problems). More to the point, the Twitter microblogging network is isolated: there’s no way for a third party to offer Twitter users the ability to follow users of other systems or vice versa. 

  11. Not least because it’s been bought and shut down

newer: older: