Web

Twitter Bots Create Surprising New Social Connections

Researchers show how simple programs posing as real people can shape interactions on Twitter.

  • Monday, January 23, 2012
  • By Mike Orcutt

You might have encountered a "Twitter bot" before: an automated program that perhaps retweeted something you wrote because it had particular keywords. Or maybe you received a message from an unfamiliar, seemingly human-controlled account, only to click on an accompanying link and realize you'd been fooled by a spambot.

Now a group of freelance Web researchers has created more sophisticated Twitter bots, dubbed "socialbots," that can not only fool people into thinking they are real people, but also serve as virtual social connectors, speeding up the natural rate of human-to-human communication.

The work has its origins in meetings of the Web Ecology Project, an independent research group focused on studying the structure and dynamics of social media phenomena. The group began by questioning the claims of so-called social media consultants who say they can grow their clients' Twitter networks, and even increase online interaction between a brand and Twitter users.

"A lot of people you can hire now say they are really good at community engagement," says Tim Hwang, one of the authors of a research paper describing the socialbot experiments. Hwang and his colleagues wondered, "Can we measure those claims?"

The Web Ecology Project set up an experiment in which teams of researchers competed to gain the most Twitter @replies. Since there was no rule against automating the process, a few teams quickly realized they could compete better by using bots.

Hwang and two other researchers created their own organization, called the Pacific Social Architecting Corporation, to keep studying and developing socialbots. And they set up another experiment to further study bot-human interaction, and to measure socialbots' ability to go one step further and catalyze new human-to-human connections.

In further experiments, the group tracked 2,700 Twitter users, divided into randomly assigned "target groups" of 300, over 54 days. The first 33 days served as a control period, during which no socialbots were deployed. Then, during the 21-day experimental period, nine bots were activated, one for each target group.

Each bot was programmed to perform simple actions like retweeting messages, and "introducing" one human user to another by replying to one and mentioning another in the same message.

On average, each bot attracted 62 new followers and received 33 incoming tweets (mentions and retweets). But Hwang and his colleagues also found that the human-to-human activity changed within the target groups when the socialbots were introduced. They noted a 43 percent increase in follows, compared to the control period averaged over all the groups. However, one group exhibited a 355 percent increase in this connection rate. Further work will explore why this may have happened.

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Sean W

4 Comments

  • 30 Days Ago
  • 01/23/2012

Where is the impact.

The graph doesn't show any change that couldn't be explained with a few bots following a lot of humans. I can't see any increase in human to human follows.

Reply

orcuttmh

4 Comments

  • 30 Days Ago
  • 01/23/2012

Re: Where is the impact.

You are correct, Sean W, the visualization is only reflective of the bot-to-human connection data.

-Mike Orcutt

Reply

conches

2 Comments

  • 29 Days Ago
  • 01/24/2012

Were new human-human connections created?

Mike, is there any evidence for "And they set up another experiment to further study bot-human interaction, and to measure socialbots' ability to go one step further and catalyze new human-to-human connections."

If bots could be used to create connections across communities the potential for 1) learning how to do that, 2) connecting needlessly polarized communities is very exciting!

Reply

orcuttmh

4 Comments

  • 29 Days Ago
  • 01/24/2012

Re: Were new human-human connections created?

Yes, there is evidence, which I alluded to in the article:

They noted a 43 percent increase in follows, compared to the control period averaged over all the groups. However, one group exhibited a 355 percent increase in this connection rate.

More info is available in the research paper.

Reply

conches

2 Comments

  • 29 Days Ago
  • 01/24/2012

Re: Were new human-human connections created?

So, I read the study. Fascinating! I want to see what it would take to have "bots" help humans connect to humans across boundaries. What if some subtle, incremental behavior could encourage humans to connect "other" communities of humans with explicit difference in some variable (race, politics, religion, region, etc).

Reply

Sean W

4 Comments

  • 22 Days Ago
  • 01/31/2012

Re: Where is the impact.

Unfortunate since those catalyzed connections between humans would be the really exciting bit. I hope someone is able to find a way of displaying those new connections.

What would be an interesting next step is for bots to do more targeted setups. Future bots might look for people whose tweets indicate a 75% overlap of opinions so that they have enough in common to form connection without being boring carbon copies. They could learn what topics are more divisive than others. Which topics get people talking and which get them blocking. Bots might look for people in hostile ethnic groups and aim to make connections between those with similar views and language skills.

Later, a good weak AI specializing in dispute resolution, discussion facilitation and informal logic could take a more active roll in discussions.

Reply

engerenger

1 Comment

  • 29 Days Ago
  • 01/24/2012

This benefits Twitter Corp most

Twitter Corp is valuated in part by the volume of tweets and the number of active users.

BOT spew (of all types) inflates the tweet counts.

BOT, sock-puppet and marketing/online-astroturfing accounts inflate the apparent "real" user count.

That is why, no matter how much users complain, nothing ever gets fixed on Twitter.  They are financially disposed to perpetuate the abuse.

Reply

pebird

1 Comment

  • 29 Days Ago
  • 01/24/2012

How sure are we?

These bots may have made bot to bot connections, for all they know.

Reply

Sean W

4 Comments

  • 22 Days Ago
  • 01/31/2012

Re: How sure are we?

I bet they're tweeting about us.

Reply

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