This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML …
The archive is traditionally considered the counterpart of the library, the one storing records, the other housing books. There is evidence, however, that this institutional division of labor reflects certain historical and social constellations. The present volume addresses the question of this complex interrelationship with case-studies from an impressive variety of ancient, traditional, and …
This open access book, published to mark the 15th anniversary of the International Software Quality Institute (iSQI), is intended to raise the profile of software testers and their profession. It gathers contributions by respected software testing experts in order to highlight the state of the art as well as future challenges and trends. In addition, it covers current and emerging technologies …
This open access book covers all facets of entity-oriented search—where “search” can be interpreted in the broadest sense of information access—from a unified point of view, and provides a coherent and comprehensive overview of the state of the art. It represents the first synthesis of research in this broad and rapidly developing area. Selected topics are discussed in-depth, the goal b…
This open access book explores the dataspace paradigm as a best-effort approach to data management within data ecosystems. It establishes the theoretical foundations and principles of real-time linked dataspaces as a data platform for intelligent systems. The book introduces a set of specialized best-effort techniques and models to enable loose administrative proximity and semantic integration …
This open access volume constitutes the refereed proceedings of the 27th biennial conference of the German Society for Computational Linguistics and Language Technology, GSCL 2017, held in Berlin, Germany, in September 2017, which focused on language technologies for the digital age. The 16 full papers and 10 short papers included in the proceedings were carefully selected from 36 submissions. …
Recent developments in computer technology are providing historians with new ways to see—and seek to hear, touch, or smell—traces of the past. Place-based augmented reality applications are an increasingly common feature at heritage sites and museums, allowing historians to create immersive, multifaceted learning experiences. Now that computer vision can be directed at the past, research in…
This book evaluates the results of two decades of research in ‘history and computing’. In spite of the fact that a lot has been accomplished, the report indicates critical places for improvement. Many historians and other humanities scholars seem satisfied with standard office tools, which do not always suit their complex sources and research questions. While more and more archival sources …
This open access Pivot book is a comparative study of six early colonial public libraries in nineteenth-century Australia, South Africa, and Southeast Asia. Drawing on networked conceptualisations of empire, transnational frameworks, and ‘new imperial history’ paradigms that privilege imbricated colonial and metropolitan ‘intercultures’, it looks at the neglected role of public librarie…
"This volume presents the state of the art in digital scholarly editing. Drawing together the work of established and emerging researchers, it gives pause at a crucial moment in the history of technology in order to offer a sustained reflection on the practices involved in producing, editing and reading digital scholarly editions—and the theories that underpin them. The unrelenting progress o…