Staatssecretaris Uslu en de Raad voor Cultuur hameren op het belang van fair pay door rijksgesubsidieerde culturele instellingen. Ook in het muziekonderwijs valt nog een wereld te winnen, weet onderzoeker en docentenopleider Imre Kruis. De uurtarieven van muziekdocenten zijn bedroevend laag. ‘Ik schrijf dit in een tijd dat er aan tafels veel gepraat wordt over fair pay. Als het maar niet bij praten blijft, denk ik dan.’
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Report of the project 'FAIR: geen woorden maar data' about the FAIRification of research data (in Dutch). It describes the proof of concept for implementation of the FAIR principles. The implementation is based on the resource description framework (RDF) and semantic knowledge representations using ontologies.
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Medio januari 2010 organiseert het platform solidaire en duurzame Economie onder leiding van Lou Keune aan de Universiteit van Tilburg de 3e conferentie onder de titel Fair & Green Deal. Hoofdspreker zal zijn David Korten, voormalig hoogleraar aan de Harvard Business School en auteur van het boek "Agenda for a new economy: from phantom wealth to real wealth
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This method paper presents a template solution for text mining of scientific literature using the R tm package. Literature to be analyzed can be collected manually or automatically using the code provided with this paper. Once the literature is collected, the three steps for conducting text mining can be performed as outlined below:• loading and cleaning of text from articles,• processing, statistical analysis, and clustering, and• presentation of results using generalized and tailor-made visualizations.The text mining steps can be applied to a single, multiple, or time series groups of documents.References are provided to three published peer reviewed articles that use the presented text mining methodology. The main advantages of our method are: (1) Its suitability for both research and educational purposes, (2) Compliance with the Findable Accessible Interoperable and Reproducible (FAIR) principles, and (3) code and example data are made available on GitHub under the open-source Apache V2 license.
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De Tweede Kamer parlementaire commissie van SP-er J. de Wit doet onderzoek naar de oorzaken van de financiële crisis. In de openbare hoorzittingen wordt duidelijk dat alle betrokkenen de scguld bij andere partijen leggen. We hebben echter een grondige herziening van het financiële stelsel nodig zoals op een recent congres aan de Universiteit van Tilburg met als thema "A new fair & green Deal" wordt bepleit.
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The ultimate goal of FAIR is to optimize the Reuse of data. To achieve this, metadata and data should be well-described and documented so that they can be replicated, understood and/or combined in different settings. Think of variable labels, codebooks, protocols and instruments used, attaching a license, etc. This checklist details what to include in a data package besides the data itself. The data package can be deposited in data repository such as UvA/HvA figshare.
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Academic cheating poses a significant challenge to conducting fair online assessments. One common way is collusion, where students unethically share answers during the assessment. While several researchers proposed solutions, there is lack of clarity regarding the specific types they target among the different types of collusion. Researchers have used statistical techniques to analyze basic attributes collected by the platforms, for collusion detection. Only few works have used machine learning, considering two or three attributes only; the use of limited features leading to reduced accuracy and increased risk of false accusations. In this work, we focus on In-Parallel Collusion, where students simultaneously work together on an assessment. For data collection, a quiz tool is improvised to capture clickstream data at a finer level of granularity. We use feature engineering to derive seven features and create a machine learning model for collusion detection. The results show: 1) Random Forest exhibits the best accuracy (98.8%), and 2) In contrast to less features as used in earlier works, the full feature set provides the best result; showing that considering multiple facets of similarity enhance the model accuracy. The findings provide platform designers and teachers with insights into optimizing quiz platforms and creating cheat-proof assessments.
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This paper researches perceptions of the concept of price fairness in the Dutch coffee market. We distinguish four alternative standards of fair prices based on egalitarian, basic rights, capitalistic and libertarian approaches. We investigate which standards are guiding the perceptions of price fairness of citizens and coffee trade organizations. We find that there is a divergence in views between citizens and key players in the coffee market. Whereas citizens support the concept of fairness derived from the basic rights approach, holding that the price should provide coffee farmers with a minimum level of subsistence, representatives of Dutch coffee traders hold the capitalistic view that the free world market price is fair.
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Paper presented in the workshop 'SMEs, CSR and employment relations in a global economy' at the USE 2015 Conference, Groningen, Oct 21-23 2015European labour market integration has, unfortunately, also led to attempts at unfair competition on employment conditions s. Competitive pressures to lower labour costs can gradually lure to explore and (un)consciously cross the borders of fair competition into dubious to illegal practices. Next to workers who may not receive all the benefits they are entitled to, one other category of potential victims are ‘fair’ employers, as they may lose market share to ‘unfair’ employers that compete with lower prices based on unfair labour practices. State governance and legal prosecution are currently not able to effectively combat all such practices. In the Netherlands, in some problems apparently became severe enough that employers and other parties joined forces and developed self-regulation initiatives, such as a certification system. This paper explores this emerging field of practice. Section 2 presents an overview of a number of different emerging initatives in the Netherlands based on desk research, Section 3 explores one of those cases – from the mushroom -a bit more in depth based upon desk research and a number of interviews. Based upon this exploratory research, section 4 develops a conceptual framework that can be used to analyse them. Section 1 first discusses the underlying problem of unfair competition, and specifies the research question.
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