Interactive Model Explanations for Greater Intelligibility

As AI is progressively incorporated into several spheres of society. This rapid growth has also brought a lot of challenges such as discriminating or skewed results and a lack of accountability. To address these challenges, there is a growing interest in Human-AI teams where AI-assisted decision-making includes humans in the loop. This approach...

Ethics, Gender, and Agents: The Role of Designers in Conversational Agent Design

Research has shown how people anthropomorphize conversational agents (CA) and unconsciously bring their gender stereotypes into human-agent interaction. For this reason, there has been a long lasted dilemma on whether designers should design CAs that conform to or violate stereotypical expectations. Despite the urgency and importance of...

Open data for evidence-based decision-making: Data-driven government resulting in uncertainty and polarization

Over the last decade, more and more data are collected and opened. Governments actively stimulate the opening of data to increase citizen engagement to support policy-making processes. Evidence-based policy-making is the situation whereby decisions made are based on factual data. The common expectation is that releasing data will result in...

Data science empowering the public: Data-driven dashboards for transparent and accountable decision-making in smart cities

Dashboards visualize a consolidated set data for a certain purpose which enables users to see what is happening and to initiate actions. Dashboards can be used by governments to support their decision-making and policy processes or to communicate and interact with the public. The objective of this paper is to understand and to support the...

Involving Patients in Data Decisions

Data from health wearables promises to deliver value to all stakeholders by improving the quality of care, while making them more convenient and cost-friendly. However, many companies are collecting data now without a clear purpose, expecting it to pay out tomorrow. They handle the data as a currency, with similar risks and benefits, and often...