Applications Of Social Media And Social Network Analysis

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Applications of Social Media and Social Network Analysis

Przemysław Kazienko,Nitesh Chawla
Applications of Social Media and Social Network Analysis Book PDF

Author : Przemysław Kazienko,Nitesh Chawla
Publisher : Springer
Page : 240 pages
File Size : 51,9 Mb
Release : 2015-05-28
Category : Computers
ISBN : 9783319190037

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Applications of Social Media and Social Network Analysis by Przemysław Kazienko,Nitesh Chawla Pdf

This collection of contributed chapters demonstrates a wide range of applications within two overlapping research domains: social media analysis and social network analysis. Various methodologies were utilized in the twelve individual chapters including static, dynamic and real-time approaches to graph, textual and multimedia data analysis. The topics apply to reputation computation, emotion detection, topic evolution, rumor propagation, evaluation of textual opinions, friend ranking, analysis of public transportation networks, diffusion in dynamic networks, analysis of contributors to communities of open source software developers, biometric template generation as well as analysis of user behavior within heterogeneous environments of cultural educational centers. Addressing these challenging applications is what makes this edited volume of interest to researchers and students focused on social media and social network analysis.

State of the Art Applications of Social Network Analysis

Fazli Can,Tansel Özyer,Faruk Polat
State of the Art Applications of Social Network Analysis Book PDF

Author : Fazli Can,Tansel Özyer,Faruk Polat
Publisher : Springer
Page : 372 pages
File Size : 51,5 Mb
Release : 2014-05-14
Category : Computers
ISBN : 9783319059129

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State of the Art Applications of Social Network Analysis by Fazli Can,Tansel Özyer,Faruk Polat Pdf

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.

Social Media Mining and Social Network Analysis: Emerging Research

Xu, Guandong
Social Media Mining and Social Network Analysis Emerging Research Book PDF

Author : Xu, Guandong
Publisher : IGI Global
Page : 347 pages
File Size : 44,6 Mb
Release : 2013-01-31
Category : Computers
ISBN : 9781466628076

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Social Media Mining and Social Network Analysis: Emerging Research by Xu, Guandong Pdf

Social Media Mining and Social Network Analysis: Emerging Research highlights the advancements made in social network analysis and social web mining and its influence in the fields of computer science, information systems, sociology, organization science discipline and much more. This collection of perspectives on developmental practice is useful for industrial practitioners as well as researchers and scholars.

Social Network Analysis

Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty
Social Network Analysis Book PDF

Author : Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 48,7 Mb
Release : 2022-05-24
Category : Technology & Engineering
ISBN : 9781119836230

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Social Network Analysis by Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty Pdf

SOCIAL NETWORK ANALYSIS As social media dominates our lives in increasing intensity, the need for developers to understand the theory and applications is ongoing as well. This book serves that purpose. Social network analysis is the solicitation of network science on social networks, and social occurrences are denoted and premeditated by data on coinciding pairs as the entities of opinion. The book features: Social network analysis from a computational perspective using python to show the significance of fundamental facets of network theory and the various metrics used to measure the social network. An understanding of network analysis and motivations to model phenomena as networks. Real-world networks established with human-related data frequently display social properties, i.e., patterns in the graph from which human behavioral patterns can be analyzed and extracted. Exemplifies information cascades that spread through an underlying social network to achieve widespread adoption. Network analysis that offers an appreciation method to health systems and services to illustrate, diagnose, and analyze networks in health systems. The social web has developed a significant social and interactive data source that pays exceptional attention to social science and humanities research. The benefits of artificial intelligence enable social media platforms to meet an increasing number of users and yield the biggest marketplace, thus helping social networking analysis distribute better customer understanding and aiding marketers to target the right customers. Audience The book will interest computer scientists, AI researchers, IT and software engineers, mathematicians.

Social Network Analysis

Stanley Wasserman,Katherine Faust
Social Network Analysis Book PDF

Author : Stanley Wasserman,Katherine Faust
Publisher : Cambridge University Press
Page : 852 pages
File Size : 50,7 Mb
Release : 1994-11-25
Category : Social Science
ISBN : 0521387078

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Social Network Analysis by Stanley Wasserman,Katherine Faust Pdf

Social network analysis is used widely in the social and behavioral sciences, as well as in economics, marketing, and industrial engineering. The social network perspective focuses on relationships among social entities and is an important addition to standard social and behavioral research, which is primarily concerned with attributes of the social units. Social Network Analysis: Methods and Applications reviews and discusses methods for the analysis of social networks with a focus on applications of these methods to many substantive examples. It is a reference book that can be used by those who want a comprehensive review of network methods, or by researchers who have gathered network data and want to find the most appropriate method by which to analyze it. It is also intended for use as a textbook as it is the first book to provide comprehensive coverage of the methodology and applications of the field.

Social Network Analysis

Song Yang,Franziska B. Keller,Lu Zheng
Social Network Analysis Book PDF

Author : Song Yang,Franziska B. Keller,Lu Zheng
Publisher : SAGE Publications
Page : 249 pages
File Size : 42,8 Mb
Release : 2016-10-28
Category : Social Science
ISBN : 9781506362120

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Social Network Analysis by Song Yang,Franziska B. Keller,Lu Zheng Pdf

Social Network Analysis: Methods and Examples by Song Yang, Franziska B. Keller, and Lu Zheng prepares social science students to conduct their own social network analysis (SNA) by covering basic methodological tools along with illustrative examples from various fields. This innovative book takes a conceptual rather than a mathematical approach as it discusses the connection between what SNA methods have to offer and how those methods are used in research design, data collection, and analysis. Four substantive applications chapters provide examples from politics, work and organizations, mental and physical health, and crime and terrorism studies.

Knowledge Solutions

Olivier Serrat
Knowledge Solutions Book PDF

Author : Olivier Serrat
Publisher : Springer
Page : 1098 pages
File Size : 55,9 Mb
Release : 2017-05-22
Category : Business & Economics
ISBN : 9789811009839

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Knowledge Solutions by Olivier Serrat Pdf

This book is open access under a CC BY-NC 3.0 IGO license. This book comprehensively covers topics in knowledge management and competence in strategy development, management techniques, collaboration mechanisms, knowledge sharing and learning, as well as knowledge capture and storage. Presented in accessible “chunks,” it includes more than 120 topics that are essential to high-performance organizations. The extensive use of quotes by respected experts juxtaposed with relevant research to counterpoint or lend weight to key concepts; “cheat sheets” that simplify access and reference to individual articles; as well as the grouping of many of these topics under recurrent themes make this book unique. In addition, it provides scalable tried-and-tested tools, method and approaches for improved organizational effectiveness. The research included is particularly useful to knowledge workers engaged in executive leadership; research, analysis and advice; and corporate management and administration. It is a valuable resource for those working in the public, private and third sectors, both in industrialized and developing countries.

Social Networks: Analysis and Case Studies

Şule Gündüz-Öğüdücü,A. Şima Etaner-Uyar
Social Networks Analysis and Case Studies Book PDF

Author : Şule Gündüz-Öğüdücü,A. Şima Etaner-Uyar
Publisher : Springer
Page : 249 pages
File Size : 44,8 Mb
Release : 2014-07-11
Category : Computers
ISBN : 9783709117972

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Social Networks: Analysis and Case Studies by Şule Gündüz-Öğüdücü,A. Şima Etaner-Uyar Pdf

The present volume provides a comprehensive resource for practitioners and researchers alike-both those new to the field as well as those who already have some experience. The work covers Social Network Analysis theory and methods with a focus on current applications and case studies applied in various domains such as mobile networks, security, machine learning and health. With the increasing popularity of Web 2.0, social media has become a widely used communication platform. Parallel to this development, Social Network Analysis gained in importance as a research field, while opening up many opportunities in different application domains. Forming a bridge between theory and applications makes this work appealing to both academics and practitioners as well as graduate students.

Social Network Analysis with Applications

Ian McCulloh,Helen Armstrong,Anthony Johnson
Social Network Analysis with Applications Book PDF

Author : Ian McCulloh,Helen Armstrong,Anthony Johnson
Publisher : John Wiley & Sons
Page : 261 pages
File Size : 55,6 Mb
Release : 2013-07-01
Category : Technology & Engineering
ISBN : 9781118644683

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Social Network Analysis with Applications by Ian McCulloh,Helen Armstrong,Anthony Johnson Pdf

A comprehensive introduction to social network analysis that hones in on basic centrality measures, social links, subgroup analysis, data sources, and more Written by military, industry, and business professionals, this book introduces readers to social network analysis, the new and emerging topic that has recently become of significant use for industry, management, law enforcement, and military practitioners for identifying both vulnerabilities and opportunities in collaborative networked organizations. Focusing on models and methods for the analysis of organizational risk, Social Network Analysis with Applications provides easily accessible, yet comprehensive coverage of network basics, centrality measures, social link theory, subgroup analysis, relational algebra, data sources, and more. Examples of mathematical calculations and formulas for social network measures are also included. Along with practice problems and exercises, this easily accessible book covers: The basic concepts of networks, nodes, links, adjacency matrices, and graphs Mathematical calculations and exercises for centrality, the basic measures of degree, betweenness, closeness, and eigenvector centralities Graph-level measures, with a special focus on both the visual and numerical analysis of networks Matrix algebra, outlining basic concepts such as matrix addition, subtraction, multiplication, and transpose and inverse calculations in linear algebra that are useful for developing networks from relational data Meta-networks and relational algebra, social links, diffusion through networks, subgroup analysis, and more An excellent resource for practitioners in industry, management, law enforcement, and military intelligence who wish to learn and apply social network analysis to their respective fields, Social Network Analysis with Applications is also an ideal text for upper-level undergraduate and graduate level courses and workshops on the subject.

Handbook of Research on Advanced Research Methodologies for a Digital Society

Punziano, Gabriella,Delli Paoli, Angela
Handbook of Research on Advanced Research Methodologies for a Digital Society Book PDF

Author : Punziano, Gabriella,Delli Paoli, Angela
Publisher : IGI Global
Page : 919 pages
File Size : 55,9 Mb
Release : 2021-09-03
Category : Reference
ISBN : 9781799884743

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Handbook of Research on Advanced Research Methodologies for a Digital Society by Punziano, Gabriella,Delli Paoli, Angela Pdf

Doing research is an ever-changing challenge for social scientists. This challenge is harder than ever today as current societies are changing quickly and in many, sometimes conflicting, directions. Social phenomena, personal interactions, and formal and informal relationships are becoming more borderless and disconnected from the anchors of the offline “reality.” These dynamics are heavily marking our time and are suggesting evolutionary challenges in the ways we know, interpret, and analyze the world. Internet and computer-mediated communication (CMC) is being incorporated into every aspect of daily life, and social life has been deeply penetrated by the internet. This is due to recent technological developments that increase the scope and range of online social spaces and the forms and time of participation such as Web 2.0, which widened the opportunities for user-generated content, the emergence of an “internet of things,” and of ubiquitous mobile devices that make it possible to always be connected. This implies an adjustment to epistemological and methodological stances for conducting social research and an adaption of traditional social research methods to the specificities of online interactions in the digital society. The Handbook of Research on Advanced Research Methodologies for a Digital Society covers the different strands of methods most affected by the change in a digital society and develops a broader theoretical reflection on the future of social research in its challenge to always be fitting, suitable, adaptable, and pertinent to the society to be studied. The chapters are geared towards unlocking the future frontiers and potential for social research in the digital society. They include theoretical, epistemological, and ontological reflections about the digital research methods as well as innovative methods and tools to collect, analyze, and interpret data. This book is ideal for social scientists, practitioners, librarians, researchers, academicians, and students interested in social research methodology and its developments in the digital scenario.

Social Network Analysis and Education

Brian V. Carolan
Social Network Analysis and Education Book PDF

Author : Brian V. Carolan
Publisher : SAGE Publications
Page : 345 pages
File Size : 55,5 Mb
Release : 2013-03-14
Category : Social Science
ISBN : 9781483303512

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Social Network Analysis and Education by Brian V. Carolan Pdf

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.

Analyzing Social Media Networks with NodeXL

Derek Hansen,Ben Shneiderman,Marc A. Smith
Analyzing Social Media Networks with NodeXL Book PDF

Author : Derek Hansen,Ben Shneiderman,Marc A. Smith
Publisher : Morgan Kaufmann
Page : 301 pages
File Size : 44,7 Mb
Release : 2010-09-14
Category : Computers
ISBN : 9780123822307

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Analyzing Social Media Networks with NodeXL by Derek Hansen,Ben Shneiderman,Marc A. Smith Pdf

Analyzing Social Media Networks with NodeXL offers backgrounds in information studies, computer science, and sociology. This book is divided into three parts: analyzing social media, NodeXL tutorial, and social-media network analysis case studies. Part I provides background in the history and concepts of social media and social networks. Also included here is social network analysis, which flows from measuring, to mapping, and modeling collections of connections. The next part focuses on the detailed operation of the free and open-source NodeXL extension of Microsoft Excel, which is used in all exercises throughout this book. In the final part, each chapter presents one form of social media, such as e-mail, Twitter, Facebook, Flickr, and Youtube. In addition, there are descriptions of each system, the nature of networks when people interact, and types of analysis for identifying people, documents, groups, and events. Walks you through NodeXL, while explaining the theory and development behind each step, providing takeaways that can apply to any SNA Demonstrates how visual analytics research can be applied to SNA tools for the mass market Includes case studies from researchers who use NodeXL on popular networks like email, Facebook, Twitter, and wikis Download companion materials and resources at https://nodexl.codeplex.com/documentation

Social Network Data Analytics

Charu C. Aggarwal
Social Network Data Analytics Book PDF

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
Page : 502 pages
File Size : 48,7 Mb
Release : 2011-03-18
Category : Computers
ISBN : 9781441984623

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Social Network Data Analytics by Charu C. Aggarwal Pdf

Social network analysis applications have experienced tremendous advances within the last few years due in part to increasing trends towards users interacting with each other on the internet. Social networks are organized as graphs, and the data on social networks takes on the form of massive streams, which are mined for a variety of purposes. Social Network Data Analytics covers an important niche in the social network analytics field. This edited volume, contributed by prominent researchers in this field, presents a wide selection of topics on social network data mining such as Structural Properties of Social Networks, Algorithms for Structural Discovery of Social Networks and Content Analysis in Social Networks. This book is also unique in focussing on the data analytical aspects of social networks in the internet scenario, rather than the traditional sociology-driven emphasis prevalent in the existing books, which do not focus on the unique data-intensive characteristics of online social networks. Emphasis is placed on simplifying the content so that students and practitioners benefit from this book. This book targets advanced level students and researchers concentrating on computer science as a secondary text or reference book. Data mining, database, information security, electronic commerce and machine learning professionals will find this book a valuable asset, as well as primary associations such as ACM, IEEE and Management Science.

Social Networks & Social Network Analysis in Companies

Markus Hoffmann
Social Networks Social Network Analysis in Companies Book PDF

Author : Markus Hoffmann
Publisher : GRIN Verlag
Page : 22 pages
File Size : 41,9 Mb
Release : 2011-10-04
Category : Business & Economics
ISBN : 9783656020417

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Social Networks & Social Network Analysis in Companies by Markus Hoffmann Pdf

Seminar paper from the year 2011 in the subject Business economics - Offline Marketing and Online Marketing, Management Center Innsbruck, language: English, abstract: This term paper is about Social Networks, Social Network Analysis, as well as its use in marketing and its history. Chapter 2 “The Internal Power of Social Networks” is about the question of what a Social Network is and about the History of Social Network Analysis. It also examines social networks in companies, the question of how executives can create energy in companies and the most common problems that typically come along with social networks in companies. Chapter 3 “The External Use of Social Networks” explains how companies can gain and maintain social capital and make use of the modern forms of social media. It also gives some general advise on the most popular social networking platforms.

Social Networks and Social Network Analysis in Companies

Markus Hoffmann
Social Networks and Social Network Analysis in Companies Book PDF

Author : Markus Hoffmann
Publisher : GRIN Verlag
Page : 29 pages
File Size : 52,7 Mb
Release : 2011-10
Category : Business & Economics
ISBN : 9783656020578

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Social Networks and Social Network Analysis in Companies by Markus Hoffmann Pdf

Seminar paper from the year 2011 in the subject Business economics - Marketing, Corporate Communication, CRM, Market Research, Social Media, Management Center Innsbruck, language: English, abstract: This term paper is about Social Networks, Social Network Analysis, as well as its use in marketing and its history. Chapter 2 "The Internal Power of Social Networks" is about the question of what a Social Network is and about the History of Social Network Analysis. It also examines social networks in companies, the question of how executives can create energy in companies and the most common problems that typically come along with social networks in companies. Chapter 3 "The External Use of Social Networks" explains how companies can gain and maintain social capital and make use of the modern forms of social media. It also gives some general advise on the most popular social networking platforms.