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Network Analysis Literacy
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Book Synopsis Network Analysis Literacy by : Katharina A. Zweig
Download or read book Network Analysis Literacy written by Katharina A. Zweig and published by Springer Science & Business Media. This book was released on 2016-10-26 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a perspective of network analysis as a tool to find and quantify significant structures in the interaction patterns between different types of entities. Moreover, network analysis provides the basic means to relate these structures to properties of the entities. It has proven itself to be useful for the analysis of biological and social networks, but also for networks describing complex systems in economy, psychology, geography, and various other fields. Today, network analysis packages in the open-source platform R and other open-source software projects enable scientists from all fields to quickly apply network analytic methods to their data sets. Altogether, these applications offer such a wealth of network analytic methods that it can be overwhelming for someone just entering this field. This book provides a road map through this jungle of network analytic methods, offers advice on how to pick the best method for a given network analytic project, and how to avoid common pitfalls. It introduces the methods which are most often used to analyze complex networks, e.g., different global network measures, types of random graph models, centrality indices, and networks motifs. In addition to introducing these methods, the central focus is on network analysis literacy – the competence to decide when to use which of these methods for which type of question. Furthermore, the book intends to increase the reader's competence to read original literature on network analysis by providing a glossary and intensive translation of formal notation and mathematical symbols in everyday speech. Different aspects of network analysis literacy – understanding formal definitions, programming tasks, or the analysis of structural measures and their interpretation – are deepened in various exercises with provided solutions. This text is an excellent, if not the best starting point for all scientists who want to harness the power of network analysis for their field of expertise.
Book Synopsis Data Analysis, Interpretation, and Theory in Literacy Studies Research by : Michele Knobel
Download or read book Data Analysis, Interpretation, and Theory in Literacy Studies Research written by Michele Knobel and published by Myers Education Press. This book was released on 2020-04-17 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Novice and early career researchers often have difficulty with understanding how theory, data analysis and interpretation of findings “hang together” in a well-designed and theorized qualitative research investigation and with learning how to draw on such understanding to conduct rigorous data analysis and interpretation of their analytic results. Data Analysis, Interpretation, and Theory in Literacy Studies Research demonstrates how to design, conduct and analyze a well put together qualitative research project. Using their own successful studies, chapter authors spell out a problem area, research question, and theoretical framing, carefully explaining their choices and decisions. They then show in detail how they analyzed their data, and why they took this approach. Finally, they demonstrate how they interpreted the results of their analysis, to make them meaningful in research terms. Approaches include interactional sociolinguistics, microethnographic discourse analysis, multimodal analysis, iterative coding, conversation analysis, and multimediated discourse analysis, among others. This book will appeal to beginning researchers and to literacy researchers responsible for teaching qualitative literacy studies research design at undergraduate and graduate levels. Perfect for courses such as: Literacy Research Seminar | Introduction to Qualitative Research | Advanced Research Methods | Studying New Literacies and Media | Research Perspectives in Literacy | Discourse Analysis | Advanced Qualitative Data Analysis | Sociolinguistic Analysis | Classroom Language Research
Book Synopsis A First Course in Network Science by : Filippo Menczer
Download or read book A First Course in Network Science written by Filippo Menczer and published by Cambridge University Press. This book was released on 2020-01-30 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networks are everywhere: networks of friends, transportation networks and the Web. Neurons in our brains and proteins within our bodies form networks that determine our intelligence and survival. This modern, accessible textbook introduces the basics of network science for a wide range of job sectors from management to marketing, from biology to engineering, and from neuroscience to the social sciences. Students will develop important, practical skills and learn to write code for using networks in their areas of interest - even as they are just learning to program with Python. Extensive sets of tutorials and homework problems provide plenty of hands-on practice and longer programming tutorials online further enhance students' programming skills. This intuitive and direct approach makes the book ideal for a first course, aimed at a wide audience without a strong background in mathematics or computing but with a desire to learn the fundamentals and applications of network science.
Book Synopsis Network Science In Education by : Catherine B. Cramer
Download or read book Network Science In Education written by Catherine B. Cramer and published by Springer. This book was released on 2018-10-22 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Around the globe, there is an increasingly urgent need to provide opportunities for learners to embrace complexity; to develop the many skills and habits of mind that are relevant to today's complex and interconnected world; and to make learning more connected to our rapidly changing workplace and society. This presents an opportunity to (1) leverage new paradigms for understanding the structure and function of teaching and learning communities, and (2) to promote new approaches to developing methods, curricular materials, and resources. Network science - the study of connectivity - can play an important role in these activities, both as an important subject in teaching and learning and as a way to develop interconnected curricula. Since 2010, an international community of network science researchers and educators has come together to raise the global level of network literacy by applying ideas from network science to teaching and learning. Network Science in Education - which refers to both this community and to its activities - has evolved in response to the escalating activity in the field of network science and the need for people to be able to access the field through education channels. Network Science In Education: Transformational Approaches in Teaching and Learning appeals to both instructors and professionals, while offering case studies from a wide variety of activities that have been developed around the globe: the creation of entirely new courses and degree programs; tools for K-20 learners, teachers, and the general public; and in-depth analysis of selected programs. As network-based pedagogy and the community of practice continues to grow, we hope that the book's readers will join this vibrant network education community to build on these nascent ideas and help deepen the understanding of networks for all learners.
Book Synopsis Mixed Methods Social Network Analysis by : Dominik E. Froehlich
Download or read book Mixed Methods Social Network Analysis written by Dominik E. Froehlich and published by Routledge. This book was released on 2019-12-09 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mixed Methods Social Network Analysis brings together diverse perspectives from 42 international experts on how to design, implement, and evaluate mixed methods social network analysis (MMSNA). There is an increased recognition that social networks can be important catalysts for change and transformation. This edited book from leading experts in mixed methods and social network analysis describes how researchers can conceptualize, develop, mix, and intersect diverse approaches, concepts, and tools. In doing so, they can improve their understanding and insights into the complex change processes in social networks. Section 1 includes eight chapters that reflect on "Why should we do MMSNA?", providing a clear map of MMSNA research to date and why to consider MMSNA. In Section 2 the remaining 11 chapters are dedicated to the question "How do I do MMSNA?", illustrating how concentric circles, learning analytics, qualitative structured approaches, relational event modeling, and other approaches can empower researchers. This book shows that mixing qualitative and quantitative approaches to social network analysis can empower people to understand the complexities of change in networks and relations between people. It shows how mixed analysis can be applied to a wide range of data generated by diverse global communities: American school children, Belgian teachers, Dutch medical professionals, Finnish consultants, French school children, and Swedish right-wing social media users, amongst others. It will be of great interest to researchers and postgraduate students in education and social sciences and mixed methods scholars.
Book Synopsis Social Network Analysis and Education by : Brian V. Carolan
Download or read book Social Network Analysis and Education written by Brian V. Carolan and published by SAGE Publications. This book was released on 2013-03-14 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Network Analysis and Education: Theory, Methods & Applications provides an introduction to the theories, methods, and applications that constitute the social network perspective. Unlike more general texts, this applied title is designed for those current and aspiring educational researchers learning how to study, conceptualize, and analyze social networks. Brian V. Carolan's main intent is to encourage you to consider the social network perspective in light of your emerging research interests and evaluate how well this perspective illuminates the social complexities surrounding educational phenomena. Relying on diverse examples drawn from the educational research literature, this book makes explicit how the theories and methods associated with social network analysis can be used to better describe and explain the social complexities surrounding varied educational phenomena.
Book Synopsis Social Network Analysis in Second Language Research by : Kristen Kennedy Terry
Download or read book Social Network Analysis in Second Language Research written by Kristen Kennedy Terry and published by Taylor & Francis. This book was released on 2024-03-12 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is the first holistic research overview and practical methodological guide for social network analysis in second language acquisition, examining how to study learner social networks and how to use network data to predict language learner behavior and identity. Authors Kristen Kennedy Terry and Robert Bayley lay out the history of social network analysis in sociolinguistics, discuss the state of the art in empirical findings in applications to language acquisition, offer how-to guidance and best practices for planning, conducting, and understanding this research, and authoritatively set the agenda for future work. With a variety of helpful features like case studies, suggested research projects, discussion questions, and recommended further reading, this book will be an invaluable resource to students and researchers of second language acquisition, sociolinguistics, education, and beyond.
Book Synopsis Bilinguality and Literacy by : Manjula Datta
Download or read book Bilinguality and Literacy written by Manjula Datta and published by A&C Black. This book was released on 2000-01-01 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the educational needs of bilingual children? What methods can be deployed to develop their education? And - most important of all - how can their bilinguality be an asset in the classroom? Applying theory and research findings to classroom practice, Bilinguality and Literacy demonstrates how bilingual children can benefit from a sensitive, informed and challenging education. With plentiful case studies and examples of children's work, this rich and optimistic text shows how children's bilinguality provides opportunities for the development of literacy throughout the curriculum. The book includes contributions by Maggie Ross, Li Wei, Peter Cunningham, Ian Menter, and Azar Sheibani, together with a foreword by Colin Baker.
Book Synopsis The SAGE Handbook of E-learning Research by : Caroline Haythornthwaite
Download or read book The SAGE Handbook of E-learning Research written by Caroline Haythornthwaite and published by SAGE. This book was released on 2016-05-09 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first text of its kind to address issues in the rapidly expanding area of e-learning. It covers fundamental research questions about the entire e-learning area. Many illustrative quotations and examples make the complex philosophical concepts accessible and practically relevant.
Book Synopsis Social Network Analysis by : John Scott
Download or read book Social Network Analysis written by John Scott and published by SAGE. This book was released on 2017-02-16 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a new chapter on social media, new worked examples and better addressing the needs of the newcomer (whilst still remaining authoritative), this fourth edition continues to be an invaluable resource in introducing readers to the theories and techniques of social network analysis.
Book Synopsis Social Network Theory and Educational Change by : Alan J. Daly
Download or read book Social Network Theory and Educational Change written by Alan J. Daly and published by Harvard Education Press. This book was released on 2010-12-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Network Theory and Educational Change offers a provocative and fascinating exploration of how social networks in schools can impede or facilitate the work of education reform. Drawing on the work of leading scholars, the book comprises a series of studies examining networks among teachers and school leaders, contrasting formal and informal organizational structures, and exploring the mechanisms by which ideas, information, and influence flow from person to person and group to group. The case studies provided in the book reflect a rich variety of approaches and methodologies, showcasing the range and power of this dynamic new mode of analysis. An introductory chapter places social network theory in context and explains the basic tools and concepts, while a concluding chapter points toward new directions in the field. Taken together, they make a powerful statement: that the success or failure of education reform ultimately is not solely the result of technical plans and blueprints, but of the relational ties that support or constrain the pace, depth, and direction of change. This unique volume provides an invaluable introduction to an emerging and increasingly important field of education research.
Book Synopsis A Guide to Network Analysis by : Patrick Miller
Download or read book A Guide to Network Analysis written by Patrick Miller and published by . This book was released on 1977 with total page 53 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Practical Social Network Analysis with Python by : Krishna Raj P.M.
Download or read book Practical Social Network Analysis with Python written by Krishna Raj P.M. and published by Springer. This book was released on 2018-08-25 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on social network analysis from a computational perspective, introducing readers to the fundamental aspects of network theory by discussing the various metrics used to measure the social network. It covers different forms of graphs and their analysis using techniques like filtering, clustering and rule mining, as well as important theories like small world phenomenon. It also presents methods for identifying influential nodes in the network and information dissemination models. Further, it uses examples to explain the tools for visualising large-scale networks, and explores emerging topics like big data and deep learning in the context of social network analysis. With the Internet becoming part of our everyday lives, social networking tools are used as the primary means of communication. And as the volume and speed of such data is increasing rapidly, there is a need to apply computational techniques to interpret and understand it. Moreover, relationships in molecular structures, co-authors in scientific journals, and developers in a software community can also be understood better by visualising them as networks. This book brings together the theory and practice of social network analysis and includes mathematical concepts, computational techniques and examples from the real world to offer readers an overview of this domain.
Book Synopsis Network Theory and Analysis by : Amber Jorgensen
Download or read book Network Theory and Analysis written by Amber Jorgensen and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Network Theory and Analysis, the authors begin by examining the resource curse that explains the tendency of natural resource rich economies to perform poorly economically, as well as how these resources mediate other development challenges like poor governance, corruption, excessive borrowing, currency movement, neglect of manufacturing and agricultural sectors and violent conflict. They argue that the conceptualization of the curse suffers from methodological nationalism where state weaknesses and strengths are regarded as the main factors that condition the impact of resources. Next, a study focusing on Brazils public health care is presented, suggesting that physicians with more professional connections probably take on more diverse professional occupations. Establishing policies like limiting weekly workload in the public health care system may lead to improving the efficiency of the overall network. Following this, the book examines social network analysis, the process of Identifying relationships between organizations, people, and connected information entities by mapping. The authors pay particular attention to the connection between actors, sense of independence, and emergent impacts. In the subsequent chapter, insight on IP addressing is provided, as well as on different IP addressing systems available today. The details of the prefix notation and CIDR notation are explained, and the various fields of the IPv4 header are discussed. Lastly, the various fields of the IPv6 and the difference between the IPv4 and the IPv6 addressing system are examined.
Book Synopsis Literacy in the Digital University by : Robin Goodfellow
Download or read book Literacy in the Digital University written by Robin Goodfellow and published by Routledge. This book was released on 2013-10-08 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Literacy in the Digital University is an innovative volume bringing together perspectives from two fields of enquiry and practice: ‘literacies and learning’ and ‘learning technologies’. With their own histories and trajectories, these fields have seldom overlapped either in practice, theory, or research. In tackling this divide head on, the volume breaks new ground. It illustrates how complementary and contrasting approaches to literacy and technology can be brought together in productive ways and considers the implications of this for practitioners working across a wide range of contexts. The book showcases work from well-respected authorities in the two fields in order to provide the foundations for new conversations about learning and practice in the digital university. It will be of particular relevance to university teachers and researchers, educational developers and learning technologists, library staff, university managers and policy makers, and, not least, learners themselves, particularly those studying at post-graduate level.
Book Synopsis State of the Art Applications of Social Network Analysis by : Fazli Can
Download or read book State of the Art Applications of Social Network Analysis written by Fazli Can and published by Springer. This book was released on 2014-05-14 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social network analysis increasingly bridges the discovery of patterns in diverse areas of study as more data becomes available and complex. Yet the construction of huge networks from large data often requires entirely different approaches for analysis including; graph theory, statistics, machine learning and data mining. This work covers frontier studies on social network analysis and mining from different perspectives such as social network sites, financial data, e-mails, forums, academic research funds, XML technology, blog content, community detection and clique finding, prediction of user’s- behavior, privacy in social network analysis, mobility from spatio-temporal point of view, agent technology and political parties in parliament. These topics will be of interest to researchers and practitioners from different disciplines including, but not limited to, social sciences and engineering.
Book Synopsis Effective Practices in Online Teacher Preparation for Literacy Educators by : Karchmer-Klein, Rachel
Download or read book Effective Practices in Online Teacher Preparation for Literacy Educators written by Karchmer-Klein, Rachel and published by IGI Global. This book was released on 2019-10-11 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online education has become a prevalent means of program and course delivery, especially within teacher education programs. However, the lack of preparation in online design is concerning, especially in the field of teacher education where the focus is preparing preservice and practicing teachers to implement effective, evidence-based instructional strategies. Effective Practices in Online Teacher Preparation for Literacy Educators is an essential scholarly resource that shares innovative ideas for translating face-to-face reading/literacy specialist preparation into effective online instruction for courses in literacy education. Highlighting various topics such as instructional design, teacher education, and literacy assessment, this book is ideal for instructors, curriculum developers, instructional designers, IT specialists, education professionals, instructors, administrators, academicians, and researchers.
