The UnBias project explores the user experience of algorithm driven internet sites and the processes of algorithm design. We are particularly interested in circumstances in which algorithmic processes might (unintentionally) produce biased or unfair outcomes – for instance in the form of helping fake content to spread on social media or producing search results that reinforce prejudiced attitudes. As part of the project we are developing a pair of toolkits related to algorithmic bias. The first is a ‘fairness toolkit’ consisting of different tools to help users understand how algorithms shape the online experience and to reflect on possible changes to address issues of online unfairness. This includes an awareness raising and empowerment tool aimed specifically at young people. The second toolkit is meant to engage with people who are involved in the development and deployment of algorithmic services, to help understand how people think about the issues and visualise it. Thinking through the mechanisms that enable a viable public dialogue in these issues.

The workshop on February 13th is a scoping workshop which aims to identify what are the best ways to engage people who are involved in the development and deployment of algorithmic services in these issues. Our concern is not to identify what the issues are but what we can do to best draw out the concerns that people have, represent their diversity etc. To what degree is bias and our increasing dependence on algorithmic systems seen as an issue within the industry. How does industry perceive it – as a problem? If so, for whom and how can it be solved? Do people within sector feel they have agency to effect change? What groups would need to come together to solve these problems? We ask them these questions and observe what processes are the best to draw out useful responses.

This workshop will be followed on March 12th by a second where we will test a prototype tool that will have been developed based on the outcomes of the February scoping event.

The tool will be co-created with the workshop participants. We are looking for up to 15, ideally with many participants taking part in both workshops. Ideal participants would bring insight for identifying a sectoral level response: how best can we target the tool to a multi stakeholder, sectoral approach.

For more information about the UnBias project, visit: https://unbias.wp.horizon.ac.uk/