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The noble way to substantiate decisions that affect many people is to ask these people for their opinions. For governments that run whole countries, this means asking all citizens for their views to consider their situations and needs.
Organizations such as Africa's Voices Foundation, who want to facilitate communication between decision-makers and citizens of a country, have difficulty mediating between these groups. To enable understanding, statements need to be summarized and visualized. Accomplishing these goals in a way that does justice to the citizens' voices and situations proves challenging. Standard charts do not help this cause as they fail to create empathy for the people behind their graphical abstractions. Furthermore, these charts do not create trust in the data they are representing as there is no way to see or navigate back to the underlying code and the original data. To fulfill these functions, visualizations would highly benefit from interactions to explore the displayed data, which standard charts often only limitedly provide.
To help improve the understanding of people's voices, we developed and categorized 80 ideas for new visualizations, new interactions, and better connections between different charts, which we present in this report. From those ideas, we implemented 10 prototypes and two systems that integrate different visualizations. We show that this integration allows consistent appearance and behavior of visualizations. The visualizations all share the same main concept: representing each individual with a single dot. To realize this idea, we discuss technologies that efficiently allow the rendering of a large number of these dots. With these visualizations, direct interactions with representations of individuals are achievable by clicking on them or by dragging a selection around them. This direct interaction is only possible with a bidirectional connection from the visualization to the data it displays. We discuss different strategies for bidirectional mappings and the trade-offs involved. Having unified behavior across visualizations enhances exploration. For our prototypes, that includes grouping, filtering, highlighting, and coloring of dots. Our prototyping work was enabled by the development environment Lively4. We explain which parts of Lively4 facilitated our prototyping process. Finally, we evaluate our approach to domain problems and our developed visualization concepts.
Our work provides inspiration and a starting point for visualization development in this domain. Our visualizations can improve communication between citizens and their government and motivate empathetic decisions. Our approach, combining low-level entities to create visualizations, provides value to an explorative and empathetic workflow. We show that the design space for visualizing this kind of data has a lot of potential and that it is possible to combine qualitative and quantitative approaches to data analysis.
In recent years, computer vision algorithms based on machine learning have seen rapid development. In the past, research mostly focused on solving computer vision problems such as image classification or object detection on images displaying natural scenes. Nowadays other fields such as the field of cultural heritage, where an abundance of data is available, also get into the focus of research. In the line of current research endeavours, we collaborated with the Getty Research Institute which provided us with a challenging dataset, containing images of paintings and drawings. In this technical report, we present the results of the seminar "Deep Learning for Computer Vision". In this seminar, students of the Hasso Plattner Institute evaluated state-of-the-art approaches for image classification, object detection and image recognition on the dataset of the Getty Research Institute. The main challenge when applying modern computer vision methods to the available data is the availability of annotated training data, as the dataset provided by the Getty Research Institute does not contain a sufficient amount of annotated samples for the training of deep neural networks. However, throughout the report we show that it is possible to achieve satisfying to very good results, when using further publicly available datasets, such as the WikiArt dataset, for the training of machine learning models.
"In spite of ever-increasing research into natural hazards, the reported damage from natural disasters continues to rise, increasingly disrupting human activities. We, as scientists who study the way in which the part of Earth most relevant to society- the surface-behaves, are disturbed and frustrated by this trend. It appears that the large amounts of funding devoted each year to research into reducing the impacts of natural disasters could be much more effective in producing useful results. At the same time we are aware that society, as represented by its decision makers, while increasingly concerned at the impacts of natural disasters on lives and economies, is reluctant to acknowledge the intrinsic activity of Earth's surface and to take steps to adapt societal behaviour to minimise the impacts of natural disasters. Understanding and managing natural hazards and disasters are beyond matters of applied earth science, and also involve considering human societal, economic and political decisions"
The dismembered bible
(2021)
It is often presumed that biblical redaction was invariably done using conventional scribal methods, meaning that when editors sought to modify or compile existing texts, they would do so in the process of rewriting them upon new scrolls. There is, however, substantial evidence pointing to an alternative scenario: Various sections of the Hebrew Bible appear to have been created through a process of material redaction. In some cases, ancient editors simply appended new sheets to existing scrolls. Other times, they literally cut and pasted their sources, carving out patches of text from multiple manuscripts and then gluing them together like a collage. Idan Dershowitz shows how this surprising technique left behind telltale traces in the biblical text - especially when the editors made mistakes - allowing us to reconstruct their modus operandi. Material evidence from the ancient Near East and elsewhere further supports his hypothesis.
In a democracy, a constitutional separation of powers between the executive and the assembly may be desirable, but the constitutional concentration of executive power in a single human being is not. The book defends this thesis and explores ‘semi-parliamentary government’ as an alternative to presidential government. Semi-parliamentarism avoids power concentration in one person by shifting the separation of powers into the democratic assembly. The executive becomes fused with only one part of the assembly, even though the other part has at least equal democratic legitimacy and robust veto power on ordinary legislation. The book identifies the Australian Commonwealth and Japan, as well as the Australian states of New South Wales, South Australia, Tasmania, Victoria, and Western Australia, as semi-parliamentary systems. Using data from 23 countries and 6 Australian states, it maps how parliamentary and semi-parliamentary systems balance competing visions of democracy; it analyzes patterns of electoral and party systems, cabinet formation, legislative coalition-building, and constitutional reforms; it systematically compares the semi-parliamentary and presidential separation of powers; and it develops new and innovative semi-parliamentary designs, some of which do not require two separate chambers.
Empire of destruction
(2021)
Nazi Germany killed approximately thirteen million civilians and other noncombatants in deliberate policies of mass murder, overwhelmingly during the war years. Almost half the victims were Jewish, systematically destroyed in the Holocaust, the core of the Nazis? pan-European racial purification program.00Alex Kay argues that the genocide of European Jewry can also be examined in the wider context of Nazi mass killing. For the first time, Kay considers Europe?s Jews alongside all other major victim groups: captive Red Army soldiers, the Soviet urban population, unarmed civilian victims of preventive terror and reprisals, the mentally and physically disabled, the European Roma, and the Polish intelligentsia. He shows how each of these groups was regarded by the Nazi regime as a potential threat to Germany?s ability to successfully wage a war for hegemony in Europe. This groundbreaking work combines the full quantitative scale of the killings with the individual horror.
Empire of destruction
(2021)
The first comparative, comprehensive history of Nazi mass killing – showing how genocidal policies were crucial to the regime’s strategy to win the war. Nazi Germany killed approximately 13 million civilians and other non-combatants in deliberate policies of mass murder, mostly during the war years. Almost half the victims were Jewish, systematically destroyed in the Holocaust, the core of the Nazis’ pan-European racial purification programme. Alex Kay argues that the genocide of European Jewry can be examined in the wider context of Nazi mass killing. For the first time, Empire of Destruction considers Europe’s Jews alongside all the other major victim groups: captive Red Army soldiers, the Soviet urban population, unarmed civilian victims of preventive terror and reprisals, the mentally and physically disabled, the European Roma and the Polish intelligentsia. Kay shows how each of these groups was regarded by the Nazi regime as a potential threat to Germany’s ability to successfully wage a war for hegemony in Europe. Combining the full quantitative scale of the killings with the individual horror, this is a vital and groundbreaking work.
The formal modeling and analysis is of crucial importance for software development processes following the model based approach. We present the formalism of Interval Probabilistic Timed Graph Transformation Systems (IPTGTSs) as a high-level modeling language. This language supports structure dynamics (based on graph transformation), timed behavior (based on clocks, guards, resets, and invariants as in Timed Automata (TA)), and interval probabilistic behavior (based on Discrete Interval Probability Distributions). That is, for the probabilistic behavior, the modeler using IPTGTSs does not need to provide precise probabilities, which are often impossible to obtain, but rather provides a probability range instead from which a precise probability is chosen nondeterministically. In fact, this feature on capturing probabilistic behavior distinguishes IPTGTSs from Probabilistic Timed Graph Transformation Systems (PTGTSs) presented earlier.
Following earlier work on Interval Probabilistic Timed Automata (IPTA) and PTGTSs, we also provide an analysis tool chain for IPTGTSs based on inter-formalism transformations. In particular, we provide in our tool AutoGraph a translation of IPTGTSs to IPTA and rely on a mapping of IPTA to Probabilistic Timed Automata (PTA) to allow for the usage of the Prism model checker. The tool Prism can then be used to analyze the resulting PTA w.r.t. probabilistic real-time queries asking for worst-case and best-case probabilities to reach a certain set of target states in a given amount of time.
Proceedings of the HPI Research School on Service-oriented Systems Engineering 2020 Fall Retreat
(2021)
Design and Implementation of service-oriented architectures imposes a huge number of research questions from the fields of software engineering, system analysis and modeling, adaptability, and application integration. Component orientation and web services are two approaches for design and realization of complex web-based system. Both approaches allow for dynamic application adaptation as well as integration of enterprise application.
Service-Oriented Systems Engineering represents a symbiosis of best practices in object-orientation, component-based development, distributed computing, and business process management. It provides integration of business and IT concerns.
The annual Ph.D. Retreat of the Research School provides each member the opportunity to present his/her current state of their research and to give an outline of a prospective Ph.D. thesis. Due to the interdisciplinary structure of the research school, this technical report covers a wide range of topics. These include but are not limited to: Human Computer Interaction and Computer Vision as Service; Service-oriented Geovisualization Systems; Algorithm Engineering for Service-oriented Systems; Modeling and Verification of Self-adaptive Service-oriented Systems; Tools and Methods for Software Engineering in Service-oriented Systems; Security Engineering of Service-based IT Systems; Service-oriented Information Systems; Evolutionary Transition of Enterprise Applications to Service Orientation; Operating System Abstractions for Service-oriented Computing; and Services Specification, Composition, and Enactment.
This book deconstructs Eurocentric narratives and showcases local voices to re-examine childhood in Eastern Africa.
Moving away from portrayals of eastern African childhood as characterised by want, the author argues for a differentiated and pluralist nature of the eastern African childhood. Taking a chronological approach, the author provides a multidisciplinary critical reading of Africanist research on childhood in eastern Africa, drawing from anthropological and cultural studies, while examining writings from the pre-imperial and colonial periods. Moving into the contemporary period, the book reveals the continuity, tensions and ruptures of these portrayals in humanitarian, legal, and journalistic discourses, before exploring postcolonial writings on childhood in works by Eastern African novelists.
Based on such a multidisciplinary perspective, this book will be of interest to scholars of African literature, eastern African history, critical childhood studies, museums and Africanist epistemologies.
Cyber-physical systems often encompass complex concurrent behavior with timing constraints and probabilistic failures on demand. The analysis whether such systems with probabilistic timed behavior adhere to a given specification is essential. When the states of the system can be represented by graphs, the rule-based formalism of Probabilistic Timed Graph Transformation Systems (PTGTSs) can be used to suitably capture structure dynamics as well as probabilistic and timed behavior of the system. The model checking support for PTGTSs w.r.t. properties specified using Probabilistic Timed Computation Tree Logic (PTCTL) has been already presented. Moreover, for timed graph-based runtime monitoring, Metric Temporal Graph Logic (MTGL) has been developed for stating metric temporal properties on identified subgraphs and their structural changes over time. In this paper, we (a) extend MTGL to the Probabilistic Metric Temporal Graph Logic (PMTGL) by allowing for the specification of probabilistic properties, (b) adapt our MTGL satisfaction checking approach to PTGTSs, and (c) combine the approaches for PTCTL model checking and MTGL satisfaction checking to obtain a Bounded Model Checking (BMC) approach for PMTGL. In our evaluation, we apply an implementation of our BMC approach in AutoGraph to a running example.
Crochet is a popular handcraft all over the world. While other techniques such as knitting or weaving have received technical support over the years through machines, crochet is still a purely manual craft. Not just the act of crochet itself is manual but also the process of creating instructions for new crochet patterns, which is barely supported by domain specific digital solutions. This leads to unstructured and often also ambiguous and erroneous pattern instructions. In this report, we propose a concept to digitally represent crochet patterns. This format incorporates crochet techniques which allows domain specific support for crochet pattern designers during the pattern creation and instruction writing process. As contributions, we present a thorough domain analysis, the concept of a graph structure used as domain specific language to specify crochet patterns and a prototype of a projectional editor using the graph as representation format of patterns and a diagramming system to visualize them in 2D and 3D. By analyzing the domain, we learned about crochet techniques and pain points of designers in their pattern creation workflow. These insights are the basis on which we defined the pattern representation. In order to evaluate our concept, we built a prototype by which the feasibility of the concept is shown and we tested the software with professional crochet designers who approved of the concept.
This book presents an overview of European migration policy and the various institutional arrangements within and between various actors, such as local councils, local media, local economies, and local civil society initiatives. Both the role of local authorities in this policy field and their cooperation with civil society initiatives or networks are under-explored topics for research. In response, this book provides a range of detailed case studies focusing on the six main groups of national and administrative traditions in Europe: Germanic, Scandinavian, Napoleonic, Southeastern European, Central-Eastern European and Anglo-Saxon.
This edited volume examines entanglements and disentanglements between Africa and East Germany during and after the Cold War from a global history perspective. Extending the view beyond political elites, it asks for the negotiated and plural character of socialism in these encounters and sheds light on migration, media, development, and solidarity through personal and institutional agency. With its distinctive focus on moorings and unmoorings, the volume shows how the encounters, albeit often brief, significantly influenced both African and East German histories.
Law of raw data
(2021)
Law of Raw Data gives an overview of the legal situation across major countries and how such data is contractually handled in practice in the respective countries. In recent years, digital technologies have transformed business and society, impacting all sectors of the economy and a wide variety of areas of life. Digitization is leading to rapidly growing volumes of data with great economic potential. Data, in its raw or unstructured form, has become an important and valuable economic asset, and protection of raw data has become a crucial subject for the intellectual property community. As legislators struggle to develop a settled legal regime in this complex area, this invaluable handbook will offer a careful and dedicated analysis of the legal instruments and remedies, both existing and potential, that provide such protection across a wide variety of national legal systems.
What’s in this book:
Produced under the auspices of the International Association for the Protection of International Property (AIPPI), more than forty active specialists of the association from twenty-three countries worldwide contribute national chapters on the relevant law in their respective jurisdictions. The contributions thoroughly explain how each country approaches such crucial matters as the following:
if there is any intellectual property right available to protect raw data; the nature of such intellectual property rights that exist in unstructured data; contracts on data and which legal boundaries stand in the way of contract drafting; liability for data products or services; and questions of international private law and cross-border portability.
Each country’s rules concerning specific forms of data – such as data embedded in household appliances and consumer goods, criminal offence data, data relating to human genetics, tax and bank secrecy, medical records, and clinical trial data – are described, drawing on legislation, regulation, and case law.
How this will help you:
A matchless legal resource on one of the most important raw materials of the twenty-first century, this book provides corporate counsel, practitioners and policymakers working in the field of intellectual property rights, and concerned academics with both a broad-based global overview on emerging legal strategies in the protection of unstructured data and the latest information on existing legislation and regulation in the area.
Scholarship on German Idealism typically couches the systems of Idealism in terms of a rejection of or departure from Kant's critical philosophy. The few accounts that do look to the positive influence of Kant on the Idealists typically focus on the perceived need among the Idealists to revise Kant's system due to various shortcomings arising from his dualism. This volume seeks to reverse this norm. It does this by bringing together an original set of critical reflections on the ways in which the German Idealists maintain specific and fundamental Kantian qualities in their own systems. At the same time, the aim of this volume is not a reduction of German Idealism to Kant's thought. Instead, this volume highlights a set of core ways in which the German Idealists retain specific, fundamentally Kantian principles and qualities. To that extent, this volume paves the way for new interpretations by laying the ground for identifying those significant components of German Idealism that can defensibly be called "Kantian.
This book presents new research results on the challenges of local politics in different European countries, including Germany, the Netherlands, the Nordic countries and Switzerland, together with theoretical considerations on the further development and strengthening of local self-government. It focuses on analyses of the most recent developments in local democracy and administration. “Most ‘local government’ books are written by believers. This book is different for its realistic visions of futures of local government. It shows how autonomy, digitalization, marketization, and amalgamation could be functional or dysfunctional, and also how this is affected by links to politics, and impacted by intergovernmental relations. This is a must read for all believers in local government.” —Geert Bouckaert, KU Leuven Public Governance Institute, Belguim “The twenty chapters of this book provide a timely and thought-provoking addition to our understanding of local self-governance in eight countries in Northern and Central Europe. This book was completed shortly before the Corona-crisis crashed in. But the lessons to be learned from this volume will doubtlessly prove important in fully exploiting local government’s potential in facing the challenges of the difficult times ahead.” —Bas Denters, Professor of Public Administration, University of Twente, Netherlands “Very inspiring book that covers the most important aspects of local self-government within a comparative framework. As we might have expected, there is no general trend, no single best model but a variety of functionally equivalent settings and patterns. The book gives insight into the diversity and richness of local government, its very essence, actual challenges and transformations, and puts subnational policy making in a multi-level perspective of governance.” —Andreas Ladner, Professor for Political Institutions and Public Administration at the IDHEAP, University of Lausanne, Switzerland “Covering eight countries, this ambitious volume compares developments in local governments across Europe. Local governments are on the front-line when it comes to responding to wicked issues like climate change and migration, yet face major challenges in terms of financial and human resources. Using rich empirical evidence, the volume presents a nuanced analysis of trends. No one direction emerges for Europe’s local governments, but a rich seam of innovation is revealed covering political participation and public administration alike. Local governments have the potential to engage citizens in meaningful ways and deliver effective and responsive services, but this requires clear local leadership and support rather direction from the centre.”
Sephardim and Ashkenazim
(2021)
Sephardic and Ashkenazic Judaism have long been studied separately. Yet, scholars are becoming ever more aware of the need to merge them into a single field of Jewish Studies. This volume opens new perspectives and bridges traditional gaps. The authors are not simply contributing to their respective fields of Sephardic or Ashkenazic Studies. Rather, they all include both Sephardic and Ashkenazic perspectives as they reflect on different aspects of encounters and reconsider traditional narratives. Subjects range from medieval and early modern Sephardic and Ashkenazic constructions of identities, influences, and entanglements in the fields of religious art, halakhah, kabbalah, messianism, and charity to modern Ashkenazic Sephardism and Sephardic admiration for Ashkenazic culture. For reasons of coherency, the contributions all focus on European contexts between the fourteenth and the nineteenth centuries.
This open access book presents a topical, comprehensive and differentiated analysis of Germany's public administration and reforms. It provides an overview on key elements of German public administration at the federal, Länder and local levels of government as well as on current reform activities of the public sector. It examines the key institutional features of German public administration; the changing relationships between public administration, society and the private sector; the administrative reforms at different levels of the federal system and numerous sectors; and new challenges and modernization approaches like digitalization, Open Government and Better Regulation. Each chapter offers a combination of descriptive information and problem-oriented analysis, presenting key topical issues in Germany which are relevant to an international readership.
Nationalism was declared to be dead too early. A postnational age was announced, and liberalism claimed to have been victorious by the end of the Cold War. At the same time postnational order was proclaimed in which transnational alliances like the European Union were supposed to become more important in international relations. But we witnessed the rise a strong nationalism during the early 21st century instead, and right wing parties are able to gain more and more votes in elections that are often characterized by nationalist agendas. This volume shows how nationalist dreams and fears alike determine politics in an age that was supposed to witness a rather peaceful coexistence by those who consider transnational ideas more valuable than national demands. It will deal with different case studies to show why and how nationalism made its way back to the common consciousness and which elements stimulated the re-establishment of the aggressive nation state. The volume will therefore look at the continuities of empire, actual and imagined, the role of "foreign-" and "otherness" for nationalist narratives, and try to explain how globalization stimulated the rise of 21st century nationalisms as well.