Mining Social Networks And Security Informatics

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Mining Social Networks and Security Informatics

Author : Tansel Özyer
Publisher : Springer Science & Business Media
ISBN 13 : 940076359X
Total Pages : 283 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Mining Social Networks and Security Informatics by : Tansel Özyer

Download or read book Mining Social Networks and Security Informatics written by Tansel Özyer and published by Springer Science & Business Media. This book was released on 2013-06-01 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crime, terrorism and security are in the forefront of current societal concerns. This edited volume presents research based on social network techniques showing how data from crime and terror networks can be analyzed and how information can be extracted. The topics covered include crime data mining and visualization; organized crime detection; crime network visualization; computational criminology; aspects of terror network analyses and threat prediction including cyberterrorism and the related area of dark web; privacy issues in social networks; security informatics; graph algorithms for social networks; general aspects of social networks such as pattern and anomaly detection; community discovery; link analysis and spatio-temporal network mining. These topics will be of interest to researchers and practitioners in the general area of security informatics. The volume will also serve as a general reference for readers that would want to become familiar with current research in the fast growing field of cybersecurity.

New Advances in Intelligence and Security Informatics

Author : Wenji Mao
Publisher : Academic Press
ISBN 13 : 0123973244
Total Pages : 129 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis New Advances in Intelligence and Security Informatics by : Wenji Mao

Download or read book New Advances in Intelligence and Security Informatics written by Wenji Mao and published by Academic Press. This book was released on 2012-04-16 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Intelligent Systems Series comprises titles that present state of the art knowledge and the latest advances in intelligent systems. Its scope includes theoretical studies, design methods, and real-world implementations and applications. Traditionally, Intelligence and Security Informatics (ISI) research and applications have focused on information sharing and data mining, social network analysis, infrastructure protection and emergency responses for security informatics. With the continuous advance of IT technologies and the increasing sophistication of national and international security, in recent years, new directions in ISI research and applications have emerged to address complicated problems with advanced technologies. This book provides a comprehensive and interdisciplinary account of the new advances in ISI area along three fundamental dimensions: methodological issues in security informatics; new technological developments to support security-related modeling, detection, analysis and prediction; and applications and integration in interdisciplinary socio-cultural fields. Identifies emerging directions in ISI research and applications that address the research challenges with advanced technologies Provides an integrated account of the new advances in ISI field in three core aspects: methodology, technological developments and applications Benefits researchers as well as security professionals who are involved in cutting-edge research and applications in security informatics and related fields

Intelligent Systems for Security Informatics

Author : Christopher C Yang
Publisher : Academic Press
ISBN 13 : 0124059023
Total Pages : 217 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Intelligent Systems for Security Informatics by : Christopher C Yang

Download or read book Intelligent Systems for Security Informatics written by Christopher C Yang and published by Academic Press. This book was released on 2013-01-28 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Intelligent Systems Series comprises titles that present state-of-the-art knowledge and the latest advances in intelligent systems. Its scope includes theoretical studies, design methods, and real-world implementations and applications. The most prevalent topics in Intelligence and Security Informatics (ISI) include data management, data and text mining for ISI applications, terrorism informatics, deception and intent detection, terrorist and criminal social network analysis, public health and bio-security, crime analysis, cyber-infrastructure protection, transportation infrastructure security, policy studies and evaluation, and information assurance, among others. This book covers the most active research work in recent years. Pulls together key information on ensuring national security around the world The latest research on this subject is concisely presented within the book, with several figures to support the text. Will be of interest to attendees of The Intelligence and Security Informatics conference series, which include IEEE International Conference on Intelligence and Security Informatics (IEEE ISI)

Intelligence and Security Informatics

Author : Hsinchun Chen
Publisher : Springer Science & Business Media
ISBN 13 : 354069207X
Total Pages : 461 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Intelligence and Security Informatics by : Hsinchun Chen

Download or read book Intelligence and Security Informatics written by Hsinchun Chen and published by Springer Science & Business Media. This book was released on 2008-05-23 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: The IEEE International Conference on Intelligence and Security Informatics (ISI) and Pacific Asia Workshop on Intelligence and Security Informatics (PAISI) conference series (http://www. isiconference. org) have drawn significant attention in the recent years. Intelligence and Security Informatics is concerned with the study of the dev- opment and use of advanced information technologies and systems for national, int- national, and societal security-related applications. The ISI conference series have brought together academic researchers, law enforcement and intelligence experts, - formation technology consultant and practitioners to discuss their research and pr- tice related to various ISI topics including ISI data management, data and text mining for ISI applications, terrorism informatics, deception and intent detection, terrorist and criminal social network analysis, public health and bio-security, crime analysis, - ber-infrastructure protection, transportation infrastructure security, policy studies and evaluation, information assurance, among others. In this book, we collect the work of the most active researchers in the area. Topics include data and text mining in terr- ism, information sharing, social network analysis, Web-based intelligence monitoring and analysis, crime data analysis, infrastructure protection, deception and intent det- tion and more. Scope and Organization The book is organized in four major areas. The first unit focuses on the terrorism - formatics and data mining. The second unit discusses the intelligence and crime analysis. The third unit covers access control, infrastructure protection, and privacy. The forth unit presents surveillance and emergency response.

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

Author : Guandong Xu
Publisher :
ISBN 13 : 9781479958771
Total Pages : 973 pages
Book Rating : 4.9/5 (587 download)

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Book Synopsis Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining by : Guandong Xu

Download or read book Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining written by Guandong Xu and published by . This book was released on 2014 with total page 973 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligence and Security Informatics

Author : Hsinchun Chen
Publisher : Springer Science & Business Media
ISBN 13 : 3540221255
Total Pages : 551 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Intelligence and Security Informatics by : Hsinchun Chen

Download or read book Intelligence and Security Informatics written by Hsinchun Chen and published by Springer Science & Business Media. This book was released on 2004-06 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second Symposium on Intelligence and Security Informatics, ISI 2004, held in Tucson, AZ, USA in June 2004. The 29 revised full papers and 12 revised short papers presented together with 6 extended abstracts of posters and 3 panel discussion summaries were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on bioterrorism and disease informatics; data access, privacy, and trust management; data management and mining; deception detection; information assurance and infrastructure protection; monitoring and surveillance; security policies and evaluation; and social network analysis.

Security Informatics

Author : Christopher C. Yang
Publisher : Springer Science & Business Media
ISBN 13 : 1441913254
Total Pages : 171 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Security Informatics by : Christopher C. Yang

Download or read book Security Informatics written by Christopher C. Yang and published by Springer Science & Business Media. This book was released on 2010-01-08 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligence and Security Informatics (ISI) is defined as the study of the development and use of advanced information systems and technologies for national, international, and societal security-related applications. With the rise of global terrorism, the field has been given an increasing amount of attention from academic researchers, law enforcement, intelligent experts, information technology consultants and practitioners. SECURITY INFORMATICS is global in scope and perspective. Leading experts will be invited as contributing authors from the US, UK, Denmark, Israel, Singapore, Hong Kong, Taiwan, Europe, etc. It is the first systematic, archival volume treatment of the field and will cover the very latest advances in ISI research and practice. It is organized in four major subject areas: (1) Information and Systems Security, (2) Information Sharing and Analysis in Security Informatics, (3) Infrastructure Protection and Emergency Responses, and (4) National Security and Terrorism Informatics.

Analyzing and Securing Social Networks

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1482243288
Total Pages : 586 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Analyzing and Securing Social Networks by : Bhavani Thuraisingham

Download or read book Analyzing and Securing Social Networks written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2016-04-06 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing and Securing Social Networks focuses on the two major technologies that have been developed for online social networks (OSNs): (i) data mining technologies for analyzing these networks and extracting useful information such as location, demographics, and sentiments of the participants of the network, and (ii) security and privacy technolo

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2013

Author :
Publisher :
ISBN 13 : 9781450322409
Total Pages : pages
Book Rating : 4.3/5 (224 download)

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Book Synopsis IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2013 by :

Download or read book IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2013 written by and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mining Massive Data Sets for Security

Author : Françoise Fogelman-Soulié
Publisher : IOS Press
ISBN 13 : 1586038982
Total Pages : 388 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Mining Massive Data Sets for Security by : Françoise Fogelman-Soulié

Download or read book Mining Massive Data Sets for Security written by Françoise Fogelman-Soulié and published by IOS Press. This book was released on 2008 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: The real power for security applications will come from the synergy of academic and commercial research focusing on the specific issue of security. This book is suitable for those interested in understanding the techniques for handling very large data sets and how to apply them in conjunction for solving security issues.

Dark Web

Author : Hsinchun Chen
Publisher : Springer Science & Business Media
ISBN 13 : 1461415578
Total Pages : 460 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Dark Web by : Hsinchun Chen

Download or read book Dark Web written by Hsinchun Chen and published by Springer Science & Business Media. This book was released on 2011-12-17 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: The University of Arizona Artificial Intelligence Lab (AI Lab) Dark Web project is a long-term scientific research program that aims to study and understand the international terrorism (Jihadist) phenomena via a computational, data-centric approach. We aim to collect "ALL" web content generated by international terrorist groups, including web sites, forums, chat rooms, blogs, social networking sites, videos, virtual world, etc. We have developed various multilingual data mining, text mining, and web mining techniques to perform link analysis, content analysis, web metrics (technical sophistication) analysis, sentiment analysis, authorship analysis, and video analysis in our research. The approaches and methods developed in this project contribute to advancing the field of Intelligence and Security Informatics (ISI). Such advances will help related stakeholders to perform terrorism research and facilitate international security and peace. This monograph aims to provide an overview of the Dark Web landscape, suggest a systematic, computational approach to understanding the problems, and illustrate with selected techniques, methods, and case studies developed by the University of Arizona AI Lab Dark Web team members. This work aims to provide an interdisciplinary and understandable monograph about Dark Web research along three dimensions: methodological issues in Dark Web research; database and computational techniques to support information collection and data mining; and legal, social, privacy, and data confidentiality challenges and approaches. It will bring useful knowledge to scientists, security professionals, counterterrorism experts, and policy makers. The monograph can also serve as a reference material or textbook in graduate level courses related to information security, information policy, information assurance, information systems, terrorism, and public policy.

Security in IoT Social Networks

Author : Fadi Al-Turjman
Publisher : Academic Press
ISBN 13 : 0128216034
Total Pages : 266 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Security in IoT Social Networks by : Fadi Al-Turjman

Download or read book Security in IoT Social Networks written by Fadi Al-Turjman and published by Academic Press. This book was released on 2020-11-03 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Security in IoT Social Networks takes a deep dive into security threats and risks, focusing on real-world social and financial effects. Mining and analyzing enormously vast networks is a vital part of exploiting Big Data. This book provides insight into the technological aspects of modeling, searching, and mining for corresponding research issues, as well as designing and analyzing models for resolving such challenges. The book will help start-ups grow, providing research directions concerning security mechanisms and protocols for social information networks. The book covers structural analysis of large social information networks, elucidating models and algorithms and their fundamental properties. Moreover, this book includes smart solutions based on artificial intelligence, machine learning, and deep learning for enhancing the performance of social information network security protocols and models. This book is a detailed reference for academicians, professionals, and young researchers. The wide range of topics provides extensive information and data for future research challenges in present-day social information networks. Provides several characteristics of social, network, and physical security associated with social information networks Presents the security mechanisms and events related to social information networks Covers emerging topics, such as network information structures like on-line social networks, heterogeneous and homogeneous information networks, and modern information networks Includes smart solutions based on artificial intelligence, machine learning, and deep learning for enhancing the performance of social information network security protocols and models

Computational Social Networks

Author : Ajith Abraham
Publisher : Springer Science & Business Media
ISBN 13 : 1447140516
Total Pages : 352 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Computational Social Networks by : Ajith Abraham

Download or read book Computational Social Networks written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2012-08-14 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the second of three volumes that illustrate the concept of social networks from a computational point of view. The book contains contributions from a international selection of world-class experts, concentrating on topics relating to security and privacy (the other two volumes review Tools, Perspectives, and Applications, and Mining and Visualization in CSNs). Topics and features: presents the latest advances in security and privacy issues in CSNs, and illustrates how both organizations and individuals can be protected from real-world threats; discusses the design and use of a wide range of computational tools and software for social network analysis; describes simulations of social networks, and the representation and analysis of social networks, with a focus on issues of security, privacy, and anonymization; provides experience reports, survey articles, and intelligence techniques and theories relating to specific problems in network technology.

From Security to Community Detection in Social Networking Platforms

Author : Panagiotis Karampelas
Publisher : Springer
ISBN 13 : 3030112861
Total Pages : 242 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis From Security to Community Detection in Social Networking Platforms by : Panagiotis Karampelas

Download or read book From Security to Community Detection in Social Networking Platforms written by Panagiotis Karampelas and published by Springer. This book was released on 2019-04-09 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on novel and state-of-the-art scientific work in the area of detection and prediction techniques using information found generally in graphs and particularly in social networks. Community detection techniques are presented in diverse contexts and for different applications while prediction methods for structured and unstructured data are applied to a variety of fields such as financial systems, security forums, and social networks. The rest of the book focuses on graph-based techniques for data analysis such as graph clustering and edge sampling. The research presented in this volume was selected based on solid reviews from the IEEE/ACM International Conference on Advances in Social Networks, Analysis, and Mining (ASONAM '17). Chapters were then improved and extended substantially, and the final versions were rigorously reviewed and revised to meet the series standards. This book will appeal to practitioners, researchers and students in the field.

Data Mining for Social Network Data

Author : Nasrullah Memon
Publisher : Springer Science & Business Media
ISBN 13 : 1441962875
Total Pages : 217 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Data Mining for Social Network Data by : Nasrullah Memon

Download or read book Data Mining for Social Network Data written by Nasrullah Memon and published by Springer Science & Business Media. This book was released on 2010-06-10 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Driven by counter-terrorism efforts, marketing analysis and an explosion in online social networking in recent years, data mining has moved to the forefront of information science. This proposed Special Issue on Data Mining for Social Network Data will present a broad range of recent studies in social networking analysis. It will focus on emerging trends and needs in discovery and analysis of communities, solitary and social activities, activities in open for a and commercial sites as well. It will also look at network modeling, infrastructure construction, dynamic growth and evolution pattern discovery using machine learning approaches and multi-agent based simulations. Editors are three rising stars in world of data mining, knowledge discovery, social network analysis, and information infrastructures, and are anchored by Springer author/editor Hsinchun Chen (Terrorism Informatics; Medical Informatics; Digital Government), who is one of the most prominent intelligence analysis and data mining experts in the world.

The Influence of Technology on Social Network Analysis and Mining

Author : Tansel Özyer
Publisher : Springer Science & Business Media
ISBN 13 : 3709113466
Total Pages : 652 pages
Book Rating : 4.7/5 (91 download)

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Book Synopsis The Influence of Technology on Social Network Analysis and Mining by : Tansel Özyer

Download or read book The Influence of Technology on Social Network Analysis and Mining written by Tansel Özyer and published by Springer Science & Business Media. This book was released on 2013-03-15 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Encyclopedia of Social Network Analysis and Mining

Author : Reda Alhajj
Publisher :
ISBN 13 : 9781461471639
Total Pages : pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Encyclopedia of Social Network Analysis and Mining by : Reda Alhajj

Download or read book Encyclopedia of Social Network Analysis and Mining written by Reda Alhajj and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 application to data mining. This set of comprehensive and authoritative volumes (1) explains the science and technology behind the rapidly growing global avenues for exchanging views and influencing others, (2) presents the first comprehensive coverage of all fields that contribute to social network construction and analysis as a multidisciplinary domain, (3) is designed to appeal to an interdisciplinary audience ranging from the undergraduate to professional level, (4) describes social network applications to knowledge mining and discovery, and (5) addresses privacy, security, ethical, and civil liberty issues for social networks. While ESNAM reflects the state-of-the-art in social network research, the field had its start in the 1930s when fundamental issues in social network research were broadly defined. These communities were limited to relatively small numbers of nodes (actors) and links. More recently the advent of electronic communication, and in particular on-line communities, have created social networks of hitherto unimaginable sizes. People around the world are directly or indirectly connected by popular social networks established using web-based platforms rather than by physical proximity. 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.