Multilevel models (MLMs) are increasingly deployed in industry across different functions. Applications usually result in binary classification within groups or hierarchies based on a set of input features. For transparent and ethical applications of such models, sound audit frameworks need to be developed. …

In a recent official statement, Google highlighted the negative effects of fake reviews on review websites and specifically requested companies not to buy and users not to accept payments to provide fake reviews (Google, 2019). Also, governmental authorities started acting against organisations that …

We aim to understand the interaction between shifting organizational field logics and field actors’ responses to reconcile logic plurality and maintain legitimacy through business model innovation. Drawing on a multimethod, longitudinal field study in the fashion industry, we traced how de novo and incumbent …

Like a marker pen on a map, the Covid-19 pandemic drastically highlighted the persisting existence of borders that used to play an ever decreasing role in people´s perception and behavior over the last decades. Yes, inner European borders are open in normal times. Yes, people, goods, services and ideas …

The present study aims to help universities to raise awareness about their support systems among their students during and after the COVID-19 pandemic. Both desk and field research have been applied to theories that have structured a strategy that complements the current student well-being strategy. …

The viability of novel network-level circular business models (CBMs) is debated heavily. Many companies are hesitant to implement CBMs in their daily practice, because of the various roles, stakes and opinions and the resulting uncertainties. Testing novel CBMs prior to implementation is needed. Some …

De circulaire economie (CE) is een gedeeltelijk alternatief voor de bestaande lineaire economie en mag zich de afgelopen vijf jaar in een sterk groeiende politieke en economische aandacht verheugen. ▪ Kern van de CE is het organiseren van waardebehoud met als gevolg levensduurverlenging van producten, …

Deze QuickScan biedt een aanpak om te komen tot het ontwikkelen van een circulair businessmodel. Zij richt zich primair op de maakindustrie, ook al is zij bruikbaar in andere sectoren. Zij bestaat uit drie delen: (1) een inleiding met een toelichting op achtergronden en centrale begrippen, (2) kenniskaarten …

We present a novel architecture for an AI system that allows a priori knowledge to combine with deep learning. In traditional neural networks, all available data is pooled at the input layer. Our alternative neural network is constructed so that partial representations (invariants) are learned in the …

aanpak voor het ontwikkelen van een circulair business model.