This open access book proposes a novel approach to Artificial Intelligence (AI) ethics. AI offers many advantages: better and faster medical diagnoses, improved business processes and efficiency, and the automation of boring work. But undesirable and ethically problematic consequences are possible too: biases and discrimination, breaches of privacy and security, and societal distortions such as…
This is an open access book. Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with t…
ABSTRACT The global film industry has witnessed significant transformations in the past few years. Regions outside the USA have begun to prosper while non-traditional production companies such as Netflix have assumed a larger market share and online movies adapted from literature have continued to gain in popularity. How have these trends shaped the global film industry? This book answers this…
ABSTRACT This book explores the interrelation of contemporary French theatre and poetry. Using the pictorial turn in the various branches of art and science, its observable features, and the theoretical framework of the conceptual metaphor, this study seeks to gather together the divergent manners in which French poetry and theatre address this turn. Poetry in space and theatricality of poe…
This volume brings together leading scholars in their fields who offer much needed and wide-ranging perspectives on the intersections of genders, cultures, and literacies. As incidents of racial and gender aggression grow in number and in global attention, it is essential to understand how racial and gender identities and their expressions interplay and influence literacy development and practi…
This book establishes a new theoretical and practical framework for multimodal disciplinary literacy (MDL) fused with the subject-specific science pedagogies of senior high school biology, chemistry and physics. It builds a compatible alignment of multiple representation and representation construction approaches to science pedagogy with the social semiotic, systemic functional linguistic-based…
This book investigates news use patterns among five different generations in a time where digital media create a multi-choice media environment. The book introduces the EPIG Model (Engagement-Participation-Information-Generation) to study how different generational cohorts’ exposure to political information is related to their political engagement and participation. The authors build on a …
Dieses Open-Access-Buch beleuchtet das Serienphänomen „Game of Thrones“ aus unterschiedlichen wissenschaftlichen Perspektiven: Die rechtswissenschaftliche trifft auf die sprach-, musik-, literatur- und sozialwissenschaftliche, ferner die (kunst-)historische, psychologische und theologische Perspektive. Die Beiträge zeigen auf, dass die Serie reiche Anknüpfungspunkte für die wissenschaft…
This open access book represents a comprehensive review of available land-use cover data and techniques to validate and analyze this type of spatial information. The book provides the basic theory needed to understand the progress of LUCC mapping/modeling validation practice. It makes accessible to any interested user most of the research community's methods and techniques to validate LUC maps …
In "Different Dispatches", David Humphries brings together in a new way a diverse group of well-known American writers of the inter-war period including: Willa Cather, Sherwood Anderson, Ernest Hemmingway, Zora Neale Hurston, James Agee and Robert Penn Warren. He demonstrates how these writers engage journalism in creating innovative texts that address mass culture as well as underlying cultura…