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While social media offer great communication opportunities, they also increase the vulnerability of young people to threatening situations online. Recent studies report that cyberbullying constitutes a growing problem among youngsters. Successful prevention depends on the adequate detection of potentially harmful messages and the information overload on the Web requires intelligent systems to identify potential risks automatically. The focus of this paper is on automatic cyberbullying detection in social media text by modelling posts written by bullies, victims, and bystanders of online bullying. We describe the collection and fine-grained annotation of a cyberbullying corpus for English and Dutch and perform a series of binary classification experiments to determine the feasibility of automatic cyberbullying detection. We make use of linear support vector machines exploiting a rich feature set and investigate which information sources contribute the most for the task. Experiments on a hold-out test set reveal promising results for the detection of cyberbullying-related posts. After optimisation of the hyperparameters, the classifier yields an F1 score of 64% and 61% for English and Dutch respectively, and considerably outperforms baseline systems. [ABSTRACT FROM AUTHOR]

Organizations should measure their information security performance if they wish to take the right decisions and develop it in line with their security needs. Since the measurement of information security is generally underdeveloped in practice and many organizations find the existing recommendations too complex, the paper presents a solution in the form of a 10 by 10 information security performance measurement model. The model—ISP 10×10M is composed of ten critical success factors, 100 key performance indicators and 6 performance levels. Its content was devised on the basis of findings presented in the current research studies and standards, while its structure results from an empirical research conducted among information security professionals from Slovenia. Results of the study show that a high level of information security performance is mostly dependent on measures aimed at managing information risks, employees and information sources, while formal and environmental factors have a lesser impact. Experts believe that information security should evolve systematically, where it’s recommended that beginning steps include technical, logical and physical security controls, while advanced activities should relate predominantly strategic management activities. By applying the proposed model, organizations are able to determine the actual level of information security performance based on the weighted indexing technique. In this manner they identify the measures they ought to develop in order to improve the current situation. The ISP 10×10M is a useful tool for conducting internal system evaluations and decision-making. It may also be applied to a larger sample of organizations in order to determine the general state-of-play for research purposes. [ABSTRACT FROM AUTHOR]

Maternal mortality is still very high in Africa, despite progress in control efforts at the global level. One elemental link is the question of autonomy in maternal health, especially at the household level where intrinsic human rights are undermined. A rights-based consideration in bioethics is an approach that holds the centrality of the human person, with a compelling reference to the fundamental human rights of every person. A philosophical and sociological engagement of gender and the notion of autonomy within the household reveals some fundamental rights-based perplexities for bioethical considerations in maternal health. The right to self-determination is undermined, and therefore women's dignity, freedom and autonomy, capacities, and choices are easily defiled. This study applies a rights-based approach to maternal health and demonstrates how rights concerns are associated with negative outcomes in maternal health in Africa. The discussion is situated at the household level, which is the starting point in health care. The paper submits that beyond legal and political rights within the context of the state, rights-based issues manifest at the household level. Many of those rights issues, especially relating to women's autonomy, are detrimental to maternal health in Africa. Therefore, a rights-based approach in the social construction of maternal health realities will contribute to alleviating the burden of maternal mortality in Africa. [ABSTRACT FROM AUTHOR]