AMOIA (Algorithm Mediated Online Information Access) – user trust, transparency, control and responsibility
This Web Science 2017 workshop, delivered by the UnBias project, will be an interactive audience discussion on the role of algorithms in mediating access to information online and issues of trust, transparency, control and responsibility this raises.
The workshop will consist of two parts. The first half will feature talks from the UnBias project and related work by invited speakers. The talks by the UnBias team will contrast the concerns and recommendations that were raised by teen-aged ‘digital natives’ in our Youth Juries deliberations and user observation studies with the perspectives and suggestions from our stakeholder engagement discussions with industry, regulators and civil-society organizations. The second half will be an interactive discussion with the workshop participants based on case studies. Key questions and outcomes from this discussion will be put online for WebSci’17 conference participants to refer to and discuss/comment on during the rest of the conference.
The case studies we will focus on:
- Case Study 1: The role of recommender algorithms in hoaxes and fake news on the Web
- Case Study 2: Business models that share AMOIA, how can web-science boost Corporate Social Responsibility / Responsible Research and Innovation
- Case Study 3: Unintended algorithmic discrimination on the web – routes towards detection and prevention
The UnBias project investigates the user experience of algorithm driven services and the processes of algorithm design. We focus on the interest of a wide range of stakeholders and carry out activities that 1) support user understanding about algorithm mediated information environments, 2) raise awareness among providers of ‘smart’ systems about the concerns and rights of users, and 3) generate debate about the ‘fair’ operation of algorithms in modern life. This EPSRC funded project will provide policy recommendations, ethical guidelines and a ‘fairness toolkit’ that will be co-produced with stakeholders.
The workshop will be a half-day event
9:00 – 9:10 Introduction
9:10 – 9:30 Observations from the Youth Juries deliberations with young people, by Elvira Perez (University of Nottingham)
9:30 – 9:50 Insights from user observation studies, by Helena Webb (University of Oxford)
9:50 – 10:10 Insights from discussions with industry, regulator and civil-society stakeholders, by Ansgar Koene (University of Nottingham)
10:10 – 10:30 “Towards interactive algorithmic decision explorers (IADEX)”, by Reuben Binns (University of Oxford)
10:30 – 10:50 “IEEE Global Initiative for Ethical Considerations in Artificial Intelligence and Autonomous Systems”, by John Havens [tbc]
10:50 – 11:10 Break
11:10 – 11:50 Discussion of case study 1
11:50 – 12:30 Discussion of case study 2
12:30 – 12:50 Break
12:50 – 13:30 Discussion of case study 3
13:30 – 14:00 Summary of outcomes
Workshop registration deadline: 18 June 2017
Workshop date: 25 June 2017
Conference dates: 26-28 June 2017