Facebook using ‘WW’ Facebook-simulating program, bots to improve user experience

Rappler.com
Facebook using ‘WW’ Facebook-simulating program, bots to improve user experience
In the WW simulation of Facebook, hard-coded and machine-learning-based bots act as users with different goals which play out differently depending on the scenario set up by the engineers

MANILA, Philippines – Facebook is using bots to simulate the behavior of users when updates occur on the social meda platform. 

The MIT Technology Review on Wednesday, April 15, cited a paper by Facebook engineers, titled “WES: Agent-based User Interaction Simulation on Real Infrastructure.” The paper describes how Facebook created a scaled-down version of the platform, called WW, to simulate user behavior with the help of bots.

In WW, hard-coded and machine-learning-based bots act as users with different goals or agendas which play out differently depending on the scenario set up by the engineers.

For instance, a scammer might be trying to exploit users. In this scenario, the bots who act as scammers are trying to find the best targets to scam. The targets, meanwhile, are hard-coded with the most common vulnerable behaviors done by real users. Thousands of these little scenarios happen at the same time in WW.

The WW system then adjusts various settings as the scenarios play out, judging which combination of parameters is deemed to create the most desired community behavior, then automatically recommending the changes that can be done to improve user experience on Facebook to platform developers.

Facebook says that while the current application of WW is towards preventing bad actors from using Facebook to violate community guidelines, it’s also possible to adapt the platform to test for other things, such as increasing engagement or other specific metrics. – Rappler.com

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