Deviance in Social Media and Social Cyber Forensics / SpringerBriefs in Cybersecurity (PDF)
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This book describes the methodologies and tools used to conduct social cyber forensic analysis. By applying these methodologies and tools on various events observed in the case studies contained within, their effectiveness is highlighted. They blend computational social network analysis and cyber forensic concepts and tools in order to identify and study information competitors.
Through cyber forensic analysis, metadata associated with propaganda-riddled websites are extracted. This metadata assists in extracting social network information such as friends and followers along with communication network information such as networks depicting flows of information among the actors such as tweets, replies, retweets, mentions, and hyperlinks. Through computational social network analysis, the authors identify influential actors and powerful groups coordinating the disinformation campaign. A blended social cyber forensic approach allows them to study cross-media affiliations of the information competitors. For instance, narratives are framed on blogs and YouTube videos, and then Twitter and Reddit, for instance, will be used to disseminate the message. Social cyber forensic methodologies enable researchers to study the role of modern information and communication technologies (ICTs) in the evolution of information campaign and coordination.
In addition to the concepts and methodologies pertaining to social cyber forensics, this book also offers a collection of resources for readers including several datasets that were collected during case studies, up-to-date reference and literature surveys in the domain, and a suite of tools that students, researchers, and practitioners alike can utilize. Most importantly, the book demands a dialogue between information science researchers, public affairs officers, and policy makers to prepare our society to deal with the lawless "wild west" of modern social information systems triggering debates and studies on cyber diplomacy.
Dr. Nitin Agarwal is the Jerry L. Maulden-Entergy Endowed Chair and Distinguished Professor of
Dr. Agarwal's research contributions lie at the intersection of social computing, behavior-cultural modeling, collective action, social-cyber forensics, AI, data mining, and machine learning. From Saudi Arabian women's right to drive cyber campaigns to Autism awareness campaigns to ISIS' and anti-West/anti-NATO disinformation campaigns, at COSMOS, he is directing several projects that have made foundational and applicational contributions to social and computational sciences. He has published 8 books and over 150 articles in top-tier peer-reviewed forums with several best paper awards and nominations. Dr. Agarwal obtained Ph.D. from Arizona State University with outstanding dissertation recognition in 2009. He was recognized as one of 'The New Influentials: 20 In Their 20s' by Arkansas Business in 2012. He was recognized with the University-wide Faculty Excellence Award in Research and Creative Endeavors by UALR in 2015. Dr. Agarwal received the Social Media Educator of the Year Award at the 21st International Education and Technology Conference in 2015. In 2017 the Arkansas Times featured Dr. Agarwal in their special issue on "Visionary Arkansans: A Celebration of Arkansans with ideas and achievements of transformative power." Dr. Agarwal was nominated as International Academy, Research and Industry Association (IARIA) Fellow in 2017, Arkansas Academy of Computing (AAoC) Fellow in 2018, and Arkansas Research Alliance (ARA) Fellow in 2018.
- Autoren: Samer Al-khateeb , Nitin Agarwal
- 2019, 1st ed. 2019, 101 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3030136906
- ISBN-13: 9783030136901
- Erscheinungsdatum: 01.04.2019
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- Dateiformat: PDF
- Grösse: 3.93 MB
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