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This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The contributions offer interesting applications to various disciplines such as psychology, biology, medical and health sciences; economics, marketing, banking and finance; engineering; geography and geology; archeology, sociology, educational sciences, linguistics and musicology; library science. The book contains the selected and peer-reviewed papers presented during the European Conference on Data Analysis (ECDA 2013) which was jointly held by the German Classification Society (GfKl) and the French-speaking Classification Society (SFC) in July 2013 at the University of Luxembourg.
The book covers how to deal with grief in schools. Grief reactions of children and adolescents are described and reasons for grief are presented: Death due to chronic illness, sudden deaths such as suicide, accident, and severe targeted violence. Appropriate intervention measures are presented. Finally, the limitations of these intervention measures in schools are discussed. This book is a translation of the original German 1st edition Trauer an Schulen by Matthias Boehmer and Georges Steffgen, published by Springer-Verlag GmbH Germany, part of Springer Nature in 2021. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation. Springer Nature works continuously to further the development of tools for the production of books and on the related technologies to support the authors.
Rassismus, also Diskriminierung von Menschen aufgrund deren vermeintlicher ethnischer Herkunft, ist an Schulen allgegenwartig. Neben Schuler*innen, Referendar*innen und Lehrer*innen sind mithin alle Akteur*innen im schulischen Kontext von dieser Thematik betroffen. Warum ist dem so? Wie lasst sich rassistische Diskriminierung erklaren? Welche Auswirkungen hat dieses Verhalten auf Betroffene? Und wie kann Schule dem begegnen? All dies sind Fragen, die sich stellen und die in diesem Buch in der Absicht beantwortet werden sollen, allen im Schulkontext handelnden Personen eine kritische Auseinandersetzung mit den eigenen rassismusrelevanten Wissensbestanden zu ermoeglichen. Dieses Buch tragt dazu bei, dass sich Schule zu einem rassismussensiblen Raum entwickelt, in dem sich alle Akteur*innen rassismussensibel verhalten. Daher werden neben einem UEberblick uber die Geschichte des Rassismus, Ansatze zur Erklarung von rassistischen Verhaltensweisen und Auswirkungen von rassistischer Diskriminierung auch Praventions- und Interventionsansatze fur eine rassismuskritische Praxis in der Schule vorgestellt.
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