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Data Mining and Learning Analytics
Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of educational research, while also defining and discussing data mining’s four guiding principles— prediction, clustering, rule association, and outlier detection. The next series of chapters showcase the pedagogical applications of Educational Data Mining (EDM) and feature case studies drawn from Bus...
Bringing Culture Back In
Economists used to claim that material self-interest and the rational choices of the individual were universal factors that transcended cultural values and differences. This position has been challenged by critics, who have pointed out the methodological and philosophical weaknesses of this approach. They dispute the idea that social order can be explained as the product of the choices of individual agents, and that social agents operate independently of their social and cultural values and norms. Today, there is virtual agreement, not only among students of culture, but also among social scientists that "culture counts" in both politics and society as well as in international relations. In this book, a number of international political scientists, economists, philosophers and humanist scholars address the role of culture, ethnicity, and religion in contemporary states and societies.
Advancing the Power of Learning Analytics and Big Data in Education
The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Ed...
Celebrating Canada
Holidays are a key to helping us understand the transformation of national, regional, community and ethnic identities. In Celebrating Canada, Matthew Hayday and Raymond Blake situate Canada in an international context as they examine the history and evolution of our national and provincial holidays and annual celebrations. The contributors to this volume examine such holidays as Dominion Day, Victoria Day, Quebec’s Fête Nationale and Canadian Thanksgiving, among many others. They also examine how Canadians celebrate the national days of other countries (like the Fourth of July) and how Dominion Day was observed in the United Kingdom. Drawing heavily on primary source research, and theories of nationalism, identities and invented traditions, the essays in this collection deepen our understanding of how these holidays have influenced the evolution of Canadian identities.
Politics in North America
It is no longer sufficient to examine discrete nation-states in isolation from each other. In Politics in North America: Redefining Continental Relations, prominent authors from Canada, the United States, and Mexico explore the politics of redefining the institutional, economic, geographic, and cultural boundaries of North America. The contributors argue that the study of politics in the twenty-first century requires simultaneous attention to all levels (local, national, and international) as well as, increasingly, to continents. This argument is explored through the historical and contemporary social and political forces that have created competing visions of what it means to belong to a North American political community. In this process, new debates emerge in the book concerning the appropriate role for the state, as well as the meaning of sovereignty, democracy, and rights.
Sociology in Post-Normal Times
The Covid-19 pandemic and the disruptions of climate change are features of post-normal times. In Sociology in Post-Normal Times, Charles Thorpe contends that the modern project of creating normalcy within the nation state has broken down. Integral to this is sociology, which is the science of social reform. Drawing from the work of seminal theorists such as Zygmunt Bauman and Anthony Giddens, Thorpe contends that sociology's “society” is no longer viable because globalization has put an end to social reform, thus the assumptions and goals of sociology must be left behind in order to create a new global humanity. In the face of the pandemic and climate change, Sociology in Post-Normal Times demands no less than the birth of a global humanity beyond nation states as the precondition for human survival.
Data Science Using Python and R
Learn data science by doing data science! Data Science Using Python and R will get you plugged into the world’s two most widespread open-source platforms for data science: Python and R. Data science is hot. Bloomberg called data scientist “the hottest job in America.” Python and R are the top two open-source data science tools in the world. In Data Science Using Python and R, you will learn step-by-step how to produce hands-on solutions to real-world business problems, using state-of-the-art techniques. Data Science Using Python and R is written for the general reader with no previous analytics or programming experience. An entire chapter is dedicated to learning the basics of Python a...
Emerging Trends in Computing and Expert Technology
This book presents high-quality research papers that demonstrate how emerging technologies in the field of intelligent systems can be used to effectively meet global needs. The respective papers highlight a wealth of innovations and experimental results, while also addressing proven IT governance, standards and practices, and new designs and tools that facilitate rapid information flows to the user. The book is divided into five major sections, namely: “Advances in High Performance Computing”, “Advances in Machine and Deep Learning”, “Advances in Networking and Communication”, “Advances in Circuits and Systems in Computing” and “Advances in Control and Soft Computing”.
The Reception of Husserlian Phenomenology in North America
This book presents a historiographical and theorical analysis of how Husserlian Phenomenology arrived and developed in North America. The chapters analyze the different phases of the reception of Edmund Husserl’s thought in the USA and Canada. The volume discusses the authors and universities that played a fundamental role in promoting Husserlian Phenomenology and clarifies their connection with American Philosophy, Pragmatism, and with Analytic Philosophy. Starting from the analysis of how the first American Scholars of Edmund Husserl's thought opened the door to the reception of his texts, the book explores the first encounters between Pragmatism and Husserlian Phenomenology in American ...
