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Analysis And Visualization Of Citation Networks

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Analysis And Visualization Of Citation Networks

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Author : Dangzhi Zhao
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2015-02-01

Analysis And Visualization Of Citation Networks written by Dangzhi Zhao and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-01 with Computers categories.

Citation analysis—the exploration of reference patterns in the scholarly and scientific literature—has long been applied in a number of social sciences to study research impact, knowledge flows, and knowledge networks. It has important information science applications as well, particularly in knowledge representation and in information retrieval. Recent years have seen a burgeoning interest in citation analysis to help address research, management, or information service issues such as university rankings, research evaluation, or knowledge domain visualization. This renewed and growing interest stems from significant improvements in the availability and accessibility of digital bibliographic data (both citation and full text) and of relevant computer technologies. The former provides large amounts of data and the latter the necessary tools for researchers to conduct new types of large-scale citation analysis, even without special access to special data collections. Exciting new developments are emerging this way in many aspects of citation analysis. This book critically examines both theory and practical techniques of citation network analysis and visualization, one of the two main types of citation analysis (the other being evaluative citation analysis). To set the context for its main theme, the book begins with a discussion of the foundations of citation analysis in general, including an overview of what can and what cannot be done with citation analysis (Chapter 1). An in-depth examination of the generally accepted steps and procedures for citation network analysis follows, including the concepts and techniques that are associated with each step (Chapter 2). Individual issues that are particularly important in citation network analysis are then scrutinized, namely: field delineation and data sources for citation analysis (Chapter 3); disambiguation of names and references (Chapter 4); and visualization of citation networks (Chapter 5). Sufficient technical detail is provided in each chapter so the book can serve as a practical how-to guide to conducting citation network analysis and visualization studies. While the discussion of most of the topics in this book applies to all types of citation analysis, the structure of the text and the details of procedures, examples, and tools covered here are geared to citation network analysis rather than evaluative citation analysis. This conscious choice was based on the authors’ observation that, compared to evaluative citation analysis, citation network analysis has not been covered nearly as well by dedicated books, despite the fact that it has not been subject to nearly as much severe criticism and has been substantially enriched in recent years with new theory and techniques from research areas such as network science, social network analysis, or information visualization.

Analysis And Visualization Of Citation Networks

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Author : Dangzhi Zhao
language : en
Publisher: Springer Nature
Release Date : 2022-06-01

Analysis And Visualization Of Citation Networks written by Dangzhi Zhao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Computers categories.

Graph Drawing Software

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Author : Michael Jünger
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Graph Drawing Software written by Michael Jünger and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.

Automatic Graph Drawing is concerned with the layout of relational structures as they occur in Computer Science (Data Base Design, Data Mining, Web Mining), Bioinformatics (Metabolic Networks), Businessinformatics (Organization Diagrams, Event Driven Process Chains), or the Social Sciences (Social Networks). In mathematical terms, such relational structures are modeled as graphs or more general objects such as hypergraphs, clustered graphs, or compound graphs. A variety of layout algorithms that are based on graph theoretical foundations have been developed in the last two decades and implemented in software systems. After an introduction to the subject area and a concise treatment of the technical foundations for the subsequent chapters, this book features 14 chapters on state-of-the-art graph drawing software systems, ranging from general "tool boxes'' to customized software for various applications. These chapters are written by leading experts, they follow a uniform scheme and can be read independently from each other.

Visualizing The Invisible

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Author : Joseph G. Martin III
language : en
Publisher: Universal-Publishers
Release Date :

Visualizing The Invisible written by Joseph G. Martin III and has been published by Universal-Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.

The Bloomsbury Handbook Of Method In Comparative And International Education

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Author : Matthew A. M. Thomas
language : en
Publisher: Bloomsbury Publishing
Release Date : 2025-03-27

The Bloomsbury Handbook Of Method In Comparative And International Education written by Matthew A. M. Thomas and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-27 with Education categories.

This handbook provides an overview of research concepts, methodologies, approaches, and methods used regularly in the field of comparative and international education. As an interdisciplinary field, CIE does not espouse a singular or consistent research method. Instead, researchers generally utilize or are inspired by approaches from a wide range of disciplines, including economics, anthropology, sociology, political science, philosophy, and more. Given this diversity, this book helps readers understand the unique ways researchers employ method in comparative and international education. The handbook includes contributions from leading researchers based in Australia, Japan, Norway, Spain, the UK, the USA, etc., and each chapter includes a practical research example focused on a common topic throughout the book. It includes four sections covering core concepts, methodology, approaches, and methods and analysis, with chapters as diverse as autoethnography, Indigenous approaches, international large-scale assessments, and social network analysis, among others. The book is a partner volume to the Bloomsbury Handbook of Theory in Comparative and International Education.

Information Visualization

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Author : Chaomei Chen
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-10-23

Information Visualization written by Chaomei Chen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-23 with Computers categories.

Information visualization is not only about creating graphical displays of complex and latent information structures. It also contributes to a broader range of cognitive, social, and collaborative activities. This is the first book to examine information visualization from this perspective. This 2nd edition continues the unique and ambitious quest for setting information visualization and virtual environments in a unifying framework. It pays special attention to the advances made over the last 5 years and potentially fruitful directions to pursue. It is particularly updated to meet the need for practitioners. The book is a valuable source for researchers and graduate students.

Measuring Scholarly Impact

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Author : Ying Ding
language : en
Publisher:
Release Date : 2014-11-30

Measuring Scholarly Impact written by Ying Ding and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-30 with categories.

Measuring Scholarly Impact

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Author : Ying Ding
language : en
Publisher: Springer
Release Date : 2014-11-06

Measuring Scholarly Impact written by Ying Ding and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-06 with Computers categories.

This book is an authoritative handbook of current topics, technologies and methodological approaches that may be used for the study of scholarly impact. The included methods cover a range of fields such as statistical sciences, scientific visualization, network analysis, text mining, and information retrieval. The techniques and tools enable researchers to investigate metric phenomena and to assess scholarly impact in new ways. Each chapter offers an introduction to the selected topic and outlines how the topic, technology or methodological approach may be applied to metrics-related research. Comprehensive and up-to-date, Measuring Scholarly Impact: Methods and Practice is designed for researchers and scholars interested in informetrics, scientometrics, and text mining. The hands-on perspective is also beneficial to advanced-level students in fields from computer science and statistics to information science.

Intelligent System And Data Analysis

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Author : Priyadarsi Nanda
language : en
Publisher: Springer Nature
Release Date : 2025-01-27

Intelligent System And Data Analysis written by Priyadarsi Nanda and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Computers categories.

This book features original papers from the Doctoral Symposium in 4th International Conference on Smart IoT Systems: Innovations and Computing (SSIC 2023), organized by Manipal University, Jaipur, India, during 26–27 October 2023. It discusses scientific works related to data engineering in the context of computational collective intelligence consisted of interaction between smart devices for smart environments and interactions. The book offers high-quality content and the broad range of topics useful for researchers pursuing advanced studies.

Digital Research Methods For Translation Studies

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Author : Julie McDonough Dolmaya
language : en
Publisher: Taylor & Francis
Release Date : 2023-12-22

Digital Research Methods For Translation Studies written by Julie McDonough Dolmaya and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-22 with Language Arts & Disciplines categories.

Digital Research Methods for Translation Studies introduces digital humanities methods and tools to translation studies. This accessible book covers computer-assisted approaches to data collection, data analysis, and data visualization and presentation, offering authentic examples of these approaches in both translation studies research and projects from related fields. With a diverse range of examples featuring various contexts and language combinations to ensure relevance to a wide readership, this volume covers the strengths and limitations of computer-assisted research methods, as well as the ethical challenges specific to this kind of research. This is an essential text for advanced undergraduate and graduate translation studies students, as well as researchers looking to adopt new research methods.

Analysis And Visualization Of Citation Networks

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