Encyclopedia Of Social Network Analysis And Mining

Author : Reda Alhajj,Jon Rokne
Publisher : Springer
Page : 0 pages
File Size : 46,8 Mb
Release : 2018-05-02
Category : Computers
ISBN : 1493971301

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Encyclopedia of Social Network Analysis and Mining by Reda Alhajj,Jon Rokne Pdf

The Encyclopedia of Social Network Analysis and Mining (ESNAM) is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and applications to data mining. The second edition of ESNAM is a truly outstanding reference appealing to researchers, practitioners, instructors and students (both undergraduate and graduate), as well as the general public. This updated reference integrates all basics concepts and research efforts under one umbrella. Coverage has been expanded to include new emerging topics such as crowdsourcing, opinion mining, and sentiment analysis. Revised content of existing material keeps the encyclopedia current. The second edition is intended for college students as well as public and academic libraries. It is anticipated to continue to stimulate more awareness of social network applications and research efforts. The advent of electronic communication, and in particular on-line communities, have created social networks of hitherto unimaginable sizes. Reflecting the interdisciplinary nature of this unique field, the essential contributions of diverse disciplines, from computer science, mathematics, and statistics to sociology and behavioral science, are described among the 300 authoritative yet highly readable entries. Students will find a world of information and insight behind the familiar façade of the social networks in which they participate. Researchers and practitioners will benefit from a comprehensive perspective on the methodologies for analysis of constructed networks, and the data mining and machine learning techniques that have proved attractive for sophisticated knowledge discovery in complex applications. Also addressed is the application of social network methodologies to other domains, such as web networks and biological networks.

Author : George A. Barnett
Publisher : SAGE Publications
Page : 1112 pages
File Size : 52,7 Mb
Release : 2011-09-07
Category : Social Science
ISBN : 9781506338255

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Encyclopedia of Social Networks by George A. Barnett Pdf

Request a FREE 30-day online trial to this title at www.sagepub.com/freetrial This two-volume encyclopedia provides a thorough introduction to the wide-ranging, fast-developing field of social networking, a much-needed resource at a time when new social networks or "communities" seem to spring up on the internet every day. Social networks, or groupings of individuals tied by one or more specific types of interests or interdependencies ranging from likes and dislikes, or disease transmission to the "old boy" network or overlapping circles of friends, have been in existence for longer than services such as Facebook or YouTube; analysis of these networks emphasizes the relationships within the network . This reference resource offers comprehensive coverage of the theory and research within the social sciences that has sprung from the analysis of such groupings, with accompanying definitions, measures, and research. Featuring approximately 350 signed entries, along with approximately 40 media clips, organized alphabetically and offering cross-references and suggestions for further readings, this encyclopedia opens with a thematic Reader's Guide in the front that groups related entries by topics. A Chronology offers the reader historical perspective on the study of social networks. This two-volume reference work is a must-have resource for libraries serving researchers interested in the various fields related to social networks.

Author : Xu, Guandong
Publisher : IGI Global
Page : 272 pages
File Size : 41,9 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.

Author : Anonim
Publisher : Unknown
Page : 0 pages
File Size : 48,7 Mb
Release : 2011
Category : Electronic
ISBN : OCLC:772634369

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Encyclopedia of Social Networks by Anonim Pdf

Author : I-Hsien Ting,Tzung-Pei Hong,Leon Shyue-Liang Wang
Publisher : Unknown
Page : 407 pages
File Size : 44,7 Mb
Release : 2012
Category : Data mining
ISBN : 1613505159

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Social Network Mining, Analysis, and Research Trends by I-Hsien Ting,Tzung-Pei Hong,Leon Shyue-Liang Wang Pdf

"This book covers current research trends in the area of social networks analysis and mining, sharing research from experts in the social network analysis and mining communities, as well as practitioners from social science, business, and computer science"--Provided by publisher.

Author : George A. Barnett
Publisher : Unknown
Page : 511 pages
File Size : 40,8 Mb
Release : 2011
Category : Social networks
ISBN : OCLC:772634369

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Encyclopedia of Social Networks by George A. Barnett Pdf

Author : Ting, I-Hsien
Publisher : IGI Global
Page : 430 pages
File Size : 46,8 Mb
Release : 2011-12-31
Category : Computers
ISBN : 9781613505144

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Social Network Mining, Analysis, and Research Trends: Techniques and Applications by Ting, I-Hsien Pdf

"This book covers current research trends in the area of social networks analysis and mining, sharing research from experts in the social network analysis and mining communities, as well as practitioners from social science, business, and computer science"--Provided by publisher.

Author : Mehmet Kaya,Özcan Erdoǧan,Jon Rokne
Publisher : Springer
Page : 245 pages
File Size : 52,7 Mb
Release : 2017-03-21
Category : Computers
ISBN : 9783319513676

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From Social Data Mining and Analysis to Prediction and Community Detection by Mehmet Kaya,Özcan Erdoǧan,Jon Rokne Pdf

This book presents the state-of-the-art in various aspects of analysis and mining of online social networks. Within the broader context of online social networks, it focuses on important and upcoming topics of social network analysis and mining such as the latest in sentiment trends research and a variety of techniques for community detection and analysis. The book collects chapters that are expanded versions of the best papers presented at the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM’2015), which was held in Paris, France in August 2015. All papers have been peer reviewed and checked carefully for overlap with the literature. The book will appeal to students and researchers in social network analysis/mining and machine learning.

Author : Nitin Agarwal,Nima Dokoohaki,Serpil Tokdemir
Publisher : Springer
Page : 278 pages
File Size : 47,6 Mb
Release : 2018-09-17
Category : Social Science
ISBN : 9783319941059

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Emerging Research Challenges and Opportunities in Computational Social Network Analysis and Mining by Nitin Agarwal,Nima Dokoohaki,Serpil Tokdemir Pdf

The contributors in this book share, exchange, and develop new concepts, ideas, principles, and methodologies in order to advance and deepen our understanding of social networks in the new generation of Information and Communication Technologies (ICT) enabled by Web 2.0, also referred to as social media, to help policy-making. This interdisciplinary work provides a platform for researchers, practitioners, and graduate students from sociology, behavioral science, computer science, psychology, cultural studies, information systems, operations research and communication to share, exchange, learn, and develop new concepts, ideas, principles, and methodologies. Emerging Research Challenges and Opportunities in Computational Social Network Analysis and Mining will be of interest to researchers, practitioners, and graduate students from the various disciplines listed above. The text facilitates the dissemination of investigations of the dynamics and structure of web based social networks. The book can be used as a reference text for advanced courses on Social Network Analysis, Sociology, Communication, Organization Theory, Cyber-anthropology, Cyber-diplomacy, and Information Technology and Justice.

Author : Bhatnagar, Vishal
Publisher : IGI Global
Page : 412 pages
File Size : 48,8 Mb
Release : 2013-06-30
Category : Computers
ISBN : 9781466642140

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Data Mining in Dynamic Social Networks and Fuzzy Systems by Bhatnagar, Vishal Pdf

Many organizations, whether in the public or private sector, have begun to take advantage of the tools and techniques used for data mining. Utilizing data mining tools, these organizations are able to reveal the hidden and unknown information from available data. Data Mining in Dynamic Social Networks and Fuzzy Systems brings together research on the latest trends and patterns of data mining tools and techniques in dynamic social networks and fuzzy systems. With these improved modern techniques of data mining, this publication aims to provide insight and support to researchers and professionals concerned with the management of expertise, knowledge, information, and organizational development.

Author : Tansel Özyer,Jon Rokne,Gerhard Wagner,Arno H.P. Reuser
Publisher : Springer Science & Business Media
Page : 652 pages
File Size : 52,6 Mb
Release : 2013-03-15
Category : Computers
ISBN : 9783709113462

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The Influence of Technology on Social Network Analysis and Mining by Tansel Özyer,Jon Rokne,Gerhard Wagner,Arno H.P. Reuser Pdf

The study of social networks was originated in social and business communities. In recent years, social network research has advanced significantly; the development of sophisticated techniques for Social Network Analysis and Mining (SNAM) has been highly influenced by the online social Web sites, email logs, phone logs and instant messaging systems, which are widely analyzed using graph theory and machine learning techniques. People perceive the Web increasingly as a social medium that fosters interaction among people, sharing of experiences and knowledge, group activities, community formation and evolution. This has led to a rising prominence of SNAM in academia, politics, homeland security and business. This follows the pattern of known entities of our society that have evolved into networks in which actors are increasingly dependent on their structural embedding General areas of interest to the book include information science and mathematics, communication studies, business and organizational studies, sociology, psychology, anthropology, applied linguistics, biology and medicine.

Author : Thirimachos Bourlai,Panagiotis Karampelas,Reda Alhajj
Publisher : Springer Nature
Page : 237 pages
File Size : 54,8 Mb
Release : 2022-09-06
Category : Computers
ISBN : 9783031078699

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Disease Control Through Social Network Surveillance by Thirimachos Bourlai,Panagiotis Karampelas,Reda Alhajj Pdf

This book examines modern paradigms of disease control based on social network surveillance applications, including electronic sentinel surveillance and wireless application-based surveillance science. It also highlights topics that integrate statistical and epidemiological sciences with surveillance practice and, in order to reflect the evolution of social networking practices, discusses topics concerning the challenges for surveillance theory and practice. In turn, the book goes a step further by providing insights on how we need to analyse epidemiological trends by following best practices on distinguishing useful information from noise, namely fake news, false reporting of disease incidents and events, etc. At the same time, we need to be able to protect health-focused applications and communication tools via cybersecurity technologies and to ensure that anonymity of reporting and privacy are preserved. In closing, the book discusses the role and impact of social media on disease surveillance, as well as the current role of communities in infectious disease surveillance and control.

Author : Rokia Missaoui,Idrissa Sarr
Publisher : Springer
Page : 282 pages
File Size : 42,6 Mb
Release : 2015-01-13
Category : Computers
ISBN : 9783319121888

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Social Network Analysis - Community Detection and Evolution by Rokia Missaoui,Idrissa Sarr Pdf

This book is devoted to recent progress in social network analysis with a high focus on community detection and evolution. The eleven chapters cover the identification of cohesive groups, core components and key players either in static or dynamic networks of different kinds and levels of heterogeneity. Other important topics in social network analysis such as influential detection and maximization, information propagation, user behavior analysis, as well as network modeling and visualization are also presented. Many studies are validated through real social networks such as Twitter. This edited work will appeal to researchers, practitioners and students interested in the latest developments of social network analysis.

Author : Wang, John
Publisher : IGI Global
Page : 1382 pages
File Size : 43,9 Mb
Release : 2005-06-30
Category : Computers
ISBN : 9781591405597

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Encyclopedia of Data Warehousing and Mining by Wang, John Pdf

Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of data warehousing and mining (DWM). This encyclopedia consists of more than 350 contributors from 32 countries, 1,800 terms and definitions, and more than 4,400 references. This authoritative publication offers in-depth coverage of evolutions, theories, methodologies, functionalities, and applications of DWM in such interdisciplinary industries as healthcare informatics, artificial intelligence, financial modeling, and applied statistics, making it a single source of knowledge and latest discoveries in the field of DWM.

Author : David Knoke,Song Yang
Publisher : SAGE Publications
Page : 165 pages
File Size : 47,5 Mb
Release : 2019-12-02
Category : Social Science
ISBN : 9781506389295

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Social Network Analysis by David Knoke,Song Yang Pdf

David Knoke and Song Yang′s Social Network Analysis, Third Edition provides a concise introduction to the concepts and tools of social network analysis. The authors convey key material while at the same time minimizing technical complexities. The examples are simple: sets of 5 or 6 entities such as individuals, positions in a hierarchy, political offices, and nation-states, and the relations between them include friendship, communication, supervision, donations, and trade. The new edition reflects developments and changes in practice over the past decade. The authors also describe important recent developments in network analysis, especially in the fifth chapter. Exponential random graph models (ERGMs) are a prime example: when the second edition was published, P* models were the recommended approach for this, but they have been replaced by ERGMs. Finally, throughout the volume, the authors comment on the challenges and opportunities offered by internet and social media data.