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Graph-Based Social Media Analysis, Ioannis Pitas


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Автор: Ioannis Pitas
Название:  Graph-Based Social Media Analysis
Перевод названия: Пита Иоаннис: Социальный медиаанализ на основе графов
ISBN: 9781498719049
Издательство: Taylor&Francis
Классификация:

ISBN-10: 149871904X
Обложка/Формат: Hardback
Страницы: 442
Вес: 1.01 кг.
Дата издания: 12.01.2016
Серия: Chapman & hall/crc data mining and knowledge discovery series
Язык: English
Иллюстрации: 8-page color insert follows page 274; 3/16- version date 20160223 - ebooks corrected; 18 tables, black and white; 14 illustrations, color; 99 illustrations, black and white
Размер: 189 x 263 x 29
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Databases, COMPUTERS / General,COMPUTERS / Databases / Data Mining,COMPUTERS / Machine Theory
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Focused on the mathematical foundations of social media analysis, Graph-Based Social Media Analysis provides a comprehensive introduction to the use of graph analysis in the study of social and digital media. It addresses an important scientific and technological challenge, namely the confluence of graph analysis and network theory with linear algebra, digital media, machine learning, big data analysis, and signal processing.

Supplying an overview of graph-based social media analysis, the book provides readers with a clear understanding of social media structure. It uses graph theory, particularly the algebraic description and analysis of graphs, in social media studies.

The book emphasizes the big data aspects of social and digital media. It presents various approaches to storing vast amounts of data online and retrieving that data in real-time. It demystifies complex social media phenomena, such as information diffusion, marketing and recommendation systems in social media, and evolving systems. It also covers emerging trends, such as big data analysis and social media evolution.

Describing how to conduct proper analysis of the social and digital media markets, the book provides insights into processing, storing, and visualizing big social media data and social graphs. It includes coverage of graphs in social and digital media, graph and hyper-graph fundamentals, mathematical foundations coming from linear algebra, algebraic graph analysis, graph clustering, community detection, graph matching, web search based on ranking, label propagation and diffusion in social media, graph-based pattern recognition and machine learning, graph-based pattern classification and dimensionality reduction, and much more.

This book is an ideal reference for scientists and engineers working in social media and digital media production and distribution. It is also suitable for use as a textbook in undergraduate or graduate courses on digital media, social media, or social networks.



Developing Churn Models Using Data Mining Techniques And Social Network Analysis

Автор: Klepac, Kopal & Mrsic
Название: Developing Churn Models Using Data Mining Techniques And Social Network Analysis
ISBN: 1466662883 ISBN-13(EAN): 9781466662889
Издательство: Mare Nostrum (Eurospan)
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Цена: 180180.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Churn prediction, recognition, and mitigation have become essential topics in various industries. As a means for forecasting and manageing risk, further research in this field can greatly assist companies in making informed decisions based on future possible scenarios.Developing Churn Models Using Data Mining Techniques and Social Network Analysis provides an in-depth analysis of attrition modeling relevant to business planning and management. Through its insightful and detailed explanation of best practices, tools, and theory surrounding churn prediction and the integration of analytics tools, this publication is especially relevant to managers, data specialists, business analysts, academicians, and upper-level students.

Social Media Mining And Social Network Analysis

Автор: Xu & Li
Название: Social Media Mining And Social Network Analysis
ISBN: 1466628065 ISBN-13(EAN): 9781466628069
Издательство: Mare Nostrum (Eurospan)
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Цена: 170010.00 T
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Описание: The widespread use of web-based communities, social media, and social networking sites has brought a rapid change to the interaction between computers and users as well as the digital experience as a whole. <br><br><em>Social Media Mining and Social Network Analysis: Emerging Research</em> highlights the advancements made in social network analysis and social web mining and its influence in the fields of computer science, information systems, sociology, organisation science discipline and much more. This collection of perspectives on developmental practice is useful for industrial practitioners as well as researchers and scholars.

Social Media Design for Dummies

Автор: Warner Janine, LaFontaine David
Название: Social Media Design for Dummies
ISBN: 1118707818 ISBN-13(EAN): 9781118707814
Издательство: Wiley
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Цена: 23220.00 T
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Описание: Learn to design professional and effective social media profiles! Whether you`re trying to attract a new employer or get new fans to notice your brand, your social media profiles need to distinguish you from the masses.

Social Network Analysis in Predictive Policing

Автор: Tayebi
Название: Social Network Analysis in Predictive Policing
ISBN: 3319414917 ISBN-13(EAN): 9783319414911
Издательство: Springer
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Цена: 71730.00 T
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Описание:

This book focuses on applications of social network analysis in predictive policing. Data science is used to identify potential criminal activity by analyzing the relationships between offenders to fully understand criminal collaboration patterns. Co-offending networks—networks of offenders who have committed crimes together—have long been recognized by law enforcement and intelligence agencies as a major factor in the design of crime prevention and intervention strategies. Despite the importance of co-offending network analysis for public safety, computational methods for analyzing large-scale criminal networks are rather premature. This book extensively and systematically studies co-offending network analysis as effective tool for predictive policing. The formal representation of criminological concepts presented here allow computer scientists to think about algorithmic and computational solutions to problems long discussed in the criminology literature. For each of the studied problems, we start with well-founded concepts and theories in criminology, then propose a computational method and finally provide a thorough experimental evaluation, along with a discussion of the results. In this way, the reader will be able to study the complete process of solving real-world multidisciplinary problems.

Social Media, Sociality, and Survey Research

Автор: Hill Craig A
Название: Social Media, Sociality, and Survey Research
ISBN: 111837973X ISBN-13(EAN): 9781118379738
Издательство: Wiley
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Цена: 68590.00 T
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Описание: The first book to address how social media is revolutionizing the field of survey research, Social Media, Sociality, and Survey Research equips readers with a new ideology for conducting data collection and analysis in the face of emerging technologies.

Studying and Researching with Social Media

Автор: Poore Megan
Название: Studying and Researching with Social Media
ISBN: 1446269728 ISBN-13(EAN): 9781446269725
Издательство: Sage Publications
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Цена: 12170.00 T
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Описание: This practical book is a one-stop shop for anyone wanting - or needing - to integrate social media tools into their studies and research. Megan Poore shares the secrets of how to harness the power of social media tools to improve academic productivity.

Marketing with Social Media: 10 Easy Steps to Success for Business

Автор: Coles Linda
Название: Marketing with Social Media: 10 Easy Steps to Success for Business
ISBN: 0730315126 ISBN-13(EAN): 9780730315124
Издательство: Wiley
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Цена: 15310.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Introduce your business to the world with this essential guide to social media marketing

Marketing with Social Media: 10 Easy Steps to success for Business is your step-by-step guide to using Facebook, LinkedIn, Twitter, Google+, Pinterest and YouTube to promote your business. In 10 quick and easy steps, you'll learn how to use social media effectively, establish a simple marketing plan and measure the results of your efforts. You'll learn the basics of building profile pages, and how to create appropriate content that can be accessed by thousands of potential customers. This new edition is packed full of tips, traps to avoid and social media success stories, plus information on the newer platforms including Vine and Instagram.

Social media is a low-cost marketing strategy that can be a huge bonus to small businesses. With the right technique, you can get to know your customers better, and expand your networks without breaking the bank, all while retaining full control over your message. Marketing with Social Media shows you how best to shape your social media strategy to suit your particular business, with practical advice and expert insight into the components of a successful campaign. You'll learn to:

  • Create a profitable social media strategy for your business
  • Exploit each platform to reap the highest returns
  • Master the basics of each platform, and optimise your content
  • Shape your reputation and promote your social media efforts

Early success is important to the longevity of a resource-poor company's campaign. When done correctly, social media can propel a small business into unprecedented profitability, whereas misguided or half-hearted attempts result in wasted time. For small business owners seeking increased exposure without increased expenses, Marketing with Social Media is a roadmap to online social media campaigns.


Social Media Mining

Автор: Zafarani
Название: Social Media Mining
ISBN: 1107018854 ISBN-13(EAN): 9781107018853
Издательство: Cambridge Academ
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Цена: 60180.00 T
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Описание: Social Media Mining integrates social media, social network analysis, and data mining to provide a coherent platform for students, practitioners, researchers and project managers to understand the basics and potentials of social media mining. It presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining.

New Media Influence on Social and Political Change in Africa

Название: New Media Influence on Social and Political Change in Africa
ISBN: 1466641975 ISBN-13(EAN): 9781466641976
Издательство: Mare Nostrum (Eurospan)
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Цена: 170010.00 T
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Описание: <em>Media Influence on Social and Political Change in Africa</em> addresses the development of new mass media and communication tools and its influence on social and political change. While analysing democratic transitions and cultures with a theoretical perspective, this book also presents case studies and national experiences for media, new media, and democracy scholars and practitioners.


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