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Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track
The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models;...
Progress in Location Based Services 2018
This book gathers a selection of the best papers presented during the 14th International Conference on Location Based Services, which was held in Zurich (Switzerland) between the 15th and 17th January 2018. It presents a general overview of recent research activities related to location based services. Such activities have grown in importance over the past several years, especially those concerning outdoor/indoor positioning, smart environments, spatial modeling, personalization and context-awareness, cartographic communication, novel user interfaces, crowdsourcing, social media, big data analysis, usability and privacy.
Learning from Data Streams in Evolving Environments
This edited book covers recent advances of techniques, methods and tools treating the problem of learning from data streams generated by evolving non-stationary processes. The goal is to discuss and overview the advanced techniques, methods and tools that are dedicated to manage, exploit and interpret data streams in non-stationary environments. The book includes the required notions, definitions, and background to understand the problem of learning from data streams in non-stationary environments and synthesizes the state-of-the-art in the domain, discussing advanced aspects and concepts and presenting open problems and future challenges in this field. Provides multiple examples to facilitate the understanding data streams in non-stationary environments; Presents several application cases to show how the methods solve different real world problems; Discusses the links between methods to help stimulate new research and application directions.
Cultural Linguistics and Critical Discourse Studies
The present volume explores the meeting ground between Critical Discourse Studies and Cultural Linguistics. The contributions investigate culture-specific conceptualisations, ways of framing and conceptual metaphors in political discourse, as well as cultural models, cultural stereotypes and stereotyping. The individual authors use quantitative (e.g. corpus-based approaches) and/or qualitative methods. They address a range of contexts, e.g. Europe, the US, Japan, West Africa, and a variety of topics, e.g. migration, presidential elections, identity, food culture, concepts of health. The papers included in this volume show that ideologies, the key concern of Critical Discourse Studies, cannot be analysed independently of cultural conceptualisations. In a complementary, dialectic fashion, cultural conceptualisation, the central concern of Cultural Linguistics, have ideological implications, sometimes subtle, sometimes very straightforward. The present volume thus illustrates that travelling on this meeting ground is a natural and fruitful endeavour for both approaches.
The Society of the Selfie
This book explores how the Internet is connected to the global crisis of liberal democracy. Today, self-promotion is at the heart of many human relationships. The selfie is not just a social media gesture people love to hate. It is also a symbol of social reality in the age of the Internet. Through social media people have new ways of rating and judging themselves and one another, via metrics such as likes, shares, followers and friends. There are new thirsts for authenticity, outlets for verbal aggression, and social problems. Social media culture and neoliberalism dovetail and amplify one another, feeding social estrangement. With neoliberalism, psychosocial wounds are agitated and authori...
Multiculturalism and the Nation in Germany
Multiculturalism and the Nation in Germany: A Study in Moral Conflict examines the new debates surrounding matters of multiculturalism, immigration, and national identity in Germany in the wake of the 2015 Refugee Crisis. Arguing that contemporary disputes are centered around four moral ideals, or ideal visions of the German community, it draws upon the thought of Émile Durkheim to identify the role of the sacred in political conflict. The book argues that at the heart of each moral ideal is a sacred object that legitimates specific policies and behaviors, and that attempts to realize moral ideals lead to conflicts involving free speech, German Memory Culture, inner-party rivalries, and political violence that go to the very essence of what it means to be German. The book includes a ground-breaking theoretical reworking of Durkheim’s sociology, which it applies to the study of power and politics, as well as to debates in political philosophy. This volume will appeal to scholars across disciplines with interests in political sociology, comparative politics, social and political theory, and questions of citizenship, national identity, and belonging.
Mining User Generated Content
Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other networking sites, the social media shared by users and the associated metadata are collectively known as user generated content (UGC). To analyze UGC and glean insight about user behavior, robust techniques are needed to tackle the huge amount of real-time, multimedia, and multilingual data. Researchers must also know how to assess the social aspects of UGC, such as user relations and influential users. Mining User Generated Content is the first focused effort to compile state-of-the-art research and address future directions of UGC. It explains how to collect, index, and analyze UGC to uncover social trends and...
The Creative Programmer
"In The Creative Programmer you'll discover: The seven dimensions of creativity in software engineering The scientific understanding of creativity and how it translates to programming Actionable advice and thinking exercises that will make you a better programmer Innovative communication skills for working more efficiently on a team Creative problem-solving techniques for tackling complex challenges In The Creative Programmer you'll learn the processes and habits of highly creative individuals and discover how you can build creativity into your programming practice. This fascinating new book introduces the seven domains of creative problem solving and teaches practical techniques that apply those principles to software development. Hand-drawn illustrations, reflective thought experiments, and brain-tickling example problems help you get your creative juices flowing--you'll even be able to track your progress against a scientifically validated Creative Programming Problem Solving Test. Before you know it, you'll be thinking up new and novel ways to tackle the big challenges of your projects."--
Social Informatics
This volume constitutes the proceedings of the 12th International Conference on Social Informatics, SocInfo 2020, held in Pisa, Italy, in October 2020. The 30 full and 3 short papers presented in these proceedings were carefully reviewed and selected from 99 submissions. The papers presented in this volume cover a broad range of topics, ranging from works that ground information-system design on social concepts, to papers that analyze complex social systems using computational methods, or explore socio-technical systems using social sciences methods.
Technology Integration Advancements in Distributed Systems and Computing
The functionality of distributed computing systems has advanced greatly in recent months, and staying abreast of the latest research within the field is difficult. Technology Integration Advancements in Distributed Systems and Computing offers a vital compendium of research and developments within the field of distributed computing, giving case studies, frameworks, architectures, and best practices for academics and practitioners alike. With authors from around the world and the latest research from experts within the field, this resource acts as both a reference guide and research handbook.
