In the current era of data driven governance and businesses, data sharing and opening become an essential growth factor. Data intensive organizations are eager to share their data with the public, research institutions and private enterprises. However, data sharing must adhere to data protection laws …

Getting students to reflect critically is considered hard to achieve. This should be addressed because critical reflection is crucial for students to prepare for their professional lives in a complex world. We examined the research method Photovoice to raise critical reflection in students. Traditionally, …

This upper-level Open Access textbook aims to educate students and professionals on how to develop business models that have a positive impact on people, society, and the social and ecological environment. It explores a different view of how to organize value creation, from a focus on an almost exclusively …

The profiles from data-driven profiling applications are a model of the reality. The interpretability of these profiles for end users, e.g. policymakers, is often far from trivial. How and why these models are obtained by the applications are often regarded as a black box. In recent years several profiling …

Climate change engagement is often conducted on a jurisdictional scale, and stakeholder engagement typically brings representatives from all constituencies around a common table. Yet, individual behavior is largely influenced by norms and leaders within their cultural groups, and the “Noah’s Ark” style …

Amsterdam is known to be a cosmopolitan and multicultural city where newly arrived migrants find opportunities to test business ideas. Behind every business idea, there are people supporting the entrepreneurs’ initiatives and providing feedback. This chapter examines the role of those people in the process …

ESMA (European Securities and Markets Authority) published in December 2014 a document about the regulation norms. In that document the ESMA proposed to skip the exemption option for energy companies for the guidelines of the financial instruments. From Jan. 3 2018 MiFID II (Markets in Financial Instruments …

Artificially intelligent agents increasingly collaborate with humans in human-agent teams. Timely proactive sharing of relevant information within the team contributes to the overall team performance. This paper presents a machine learning approach to proactive communication in AI-agents using contextual …

Using either freshly pulped or preserved seaweed biomass for the extraction of protein can have a great effect on the amount of protein that can be extracted. In this study, the effect of four preservation techniques (frozen, freeze-dried, and air-dried at 40 and 70 °C) on the protein extractability, …