Detecting The Social

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Detecting Fake News on Social Media

Author : Kai Shu
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681735830
Total Pages : 131 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Detecting Fake News on Social Media by : Kai Shu

Download or read book Detecting Fake News on Social Media written by Kai Shu and published by Morgan & Claypool Publishers. This book was released on 2019-07-03 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an accessible introduction to the study of detecting fake news on social media. The concepts, algorithms, and methods described in this book can help harness the power of social media to build effective and intelligent fake news detection systems. In the past decade, social media is becoming increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. However, social media also enables the wide propagation of "fake news," i.e., news with intentionally false information. Fake news on social media can have significant negative societal effects. Therefore, fake news detection on social media has recently become an emerging research that is attracting tremendous attention. From a data mining perspective, this book introduces the basic concepts and characteristics of fake news across disciplines, reviews representative fake news detection methods in a principled way, and illustrates advanced settings of fake news detection on social media. In particular, the authors discuss the value of news content and social context, as well as important extensions to handle early detection, weakly-supervised detection, and explainable detection. This is essential reading for students, researchers, and practitioners to understand, manage, and excel in this area. This book is supported by additional materials, including lecture slides, the complete set of figures, key references, datasets, tools used in this book, and the source code of representative algorithms.

Detecting the Social

Author : Mary Evans
Publisher : Palgrave Macmillan
ISBN 13 : 9783319945194
Total Pages : 0 pages
Book Rating : 4.9/5 (451 download)

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Book Synopsis Detecting the Social by : Mary Evans

Download or read book Detecting the Social written by Mary Evans and published by Palgrave Macmillan. This book was released on 2018-09-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the ways in which twenty-first century detective fiction provides an understanding of the increasingly complex and often baffling contemporary world — and what sociology, as a discipline, can learn from it. Conventional sociological accounts of fiction generally comprehend its value in terms of the ways in which it can illustrate, enlarge or help to articulate a particular social theory. Evans, Moore, and Johnstone suggest a different approach, and demonstrate that by taking a group of detective novels, we can unveil so far unidentified, but crucial, theoretical ideas about what it means to be an individual in the twenty-first century. More specifically, the authors argue that detective fiction of the last forty years illuminates the effects of urban isolation and separation, the invisibility of institutional power, financial insecurity, and the failure of public authorities to protect people. In doing so, this body of fiction traces out the fault-lines in our social arrangements, rehearses our collective fears, and captures a mood of restless disquiet. By engaging with detective stories in this way, the book revisits ideas about the promise and purpose of sociology.

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.

Botnets

Author : Georgios Kambourakis
Publisher : CRC Press
ISBN 13 : 1000639975
Total Pages : 439 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Botnets by : Georgios Kambourakis

Download or read book Botnets written by Georgios Kambourakis and published by CRC Press. This book was released on 2019-09-26 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides solid, state-of-the-art contributions from both scientists and practitioners working on botnet detection and analysis, including botnet economics. It presents original theoretical and empirical chapters dealing with both offensive and defensive aspects in this field. Chapters address fundamental theory, current trends and techniques for evading detection, as well as practical experiences concerning detection and defensive strategies for the botnet ecosystem, and include surveys, simulations, practical results, and case studies.

Social Perception

Author : M.D. Rutherford
Publisher : MIT Press
ISBN 13 : 0262019272
Total Pages : 423 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Social Perception by : M.D. Rutherford

Download or read book Social Perception written by M.D. Rutherford and published by MIT Press. This book was released on 2013-08-30 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: An interdisciplinary exploration of perceptual and cognitive processes underlying the ability to perceive social information, drawing on current research and new experimental techniques. As we enter a room full of people, we instantly have a number of social perceptions. We have an automatic perception of others as subjective agents with their own points of view, thoughts, and goals, and we can quickly interpret minimal visual information to infer that something is animate. This book explores the perceptual and cognitive processes that allow humans to perceive and understand this social information quickly and apparently effortlessly. Top researchers in fields ranging from developmental psychology to vision science consider the perception of biological and animate motion, inferences based on this motion, and the early development of these abilities. These innovative contributions reflect a recent renewal of interest in the attribution of agency and the understanding of goal-directed behavior, which has been accompanied by a rapid increase in empirical discoveries enabled by such new experimental techniques as brain imaging. The research presented in Social Perception suggests that an intuitive understanding of others is an integral part of human psychology, develops early, relies on a network of brain regions, and may be compromised in autism. Contributors Dare Baldwin, Lara Bardi, H. Clark Barrett, Erin Cannon, You-jung Choi, Willem E. Frankenhuis, Tao Gao, Emily D. Grossman, Antonia Hamilton, Petra Hauf, Valerie A. Kuhlmeier, Jeff Loucks, Scott A. Love, Yuyan Luo, Elena Mascalzoni, Phil McAleer, Richard Ramsey, Lucia Regolin, M.D. Rutherford, Kara Sage, Brian J. Scholl, Maggie Shiffrar, Francesca Simion, Jessica Sommerville, James P. Thomas, Nikolaus Troje, Amanda Woodward

11th European Conference on Social Media

Author : Dr Panagiotis Fotaris
Publisher : Academic Conferences and publishing limited
ISBN 13 : 1917204000
Total Pages : 412 pages
Book Rating : 4.9/5 (172 download)

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Book Synopsis 11th European Conference on Social Media by : Dr Panagiotis Fotaris

Download or read book 11th European Conference on Social Media written by Dr Panagiotis Fotaris and published by Academic Conferences and publishing limited. This book was released on 2024-05-30 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings represent the work of contributors to the 11th European Conference on Social Media (ECSM 2024), hosted by the University of Brighton, UK on 30-31 May 2024. The Conference and Programme Chair is Dr Panagiotis Fotaris from the University of Brighton. ECSM is now a well-established event on the academic research calendar and now in its 11th year the key aim remains the opportunity for participants to share ideas and meet the people who hold them. The scope of papers will ensure an interesting two days. The subjects covered illustrate the wide range of topics that fall into this important and ever-growing area of research.

Early Detection of Mental Health Disorders by Social Media Monitoring

Author : Fabio Crestani
Publisher : Springer Nature
ISBN 13 : 3031044312
Total Pages : 337 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Early Detection of Mental Health Disorders by Social Media Monitoring by : Fabio Crestani

Download or read book Early Detection of Mental Health Disorders by Social Media Monitoring written by Fabio Crestani and published by Springer Nature. This book was released on 2022-09-14 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: eRisk stands for Early Risk Prediction on the Internet. It is concerned with the exploration of techniques for the early detection of mental health disorders which manifest in the way people write and communicate on the internet, in particular in user generated content (e.g. Facebook, Twitter, or other social media). Early detection technologies can be employed in several different areas but particularly in those related to health and safety. For instance, early alerts could be sent when the writing of a teenager starts showing increasing signs of depression, or when a social media user starts showing suicidal inclinations, or again when a potential offender starts publishing antisocial threats on a blog, forum or social network. eRisk has been the pioneer of a new interdisciplinary area of research that is potentially applicable to a wide variety of situations, problems and personal profiles. This book presents the best results of the first five years of the eRisk project which started in 2017 and developed into one of the most successful track of CLEF, the Conference and Lab of the Evaluation Forum.

Text and Social Media Analytics for Fake News and Hate Speech Detection

Author : Hemant Kumar Soni
Publisher : CRC Press
ISBN 13 : 104010049X
Total Pages : 325 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Text and Social Media Analytics for Fake News and Hate Speech Detection by : Hemant Kumar Soni

Download or read book Text and Social Media Analytics for Fake News and Hate Speech Detection written by Hemant Kumar Soni and published by CRC Press. This book was released on 2024-08-21 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Identifying and stopping the dissemination of fabricated news, hate speech, or deceptive information camouflaged as legitimate news poses a significant technological hurdle. This book presents emergent methodologies and technological approaches of natural language processing through machine learning for counteracting the spread of fake news and hate speech on social media platforms. • Covers various approaches, algorithms, and methodologies for fake news and hate speech detection. • Explains the automatic detection and prevention of fake news and hate speech through paralinguistic clues on social media using artificial intelligence. • Discusses the application of machine learning models to learn linguistic characteristics of hate speech over social media platforms. • Emphasizes the role of multilingual and multimodal processing to detect fake news. • Includes research on different optimization techniques, case studies on the identification, prevention, and social impact of fake news, and GitHub repository links to aid understanding. The text is for professionals and scholars of various disciplines interested in fake news and hate speech detection.

Social Learning

Author : William Hoppitt
Publisher : Princeton University Press
ISBN 13 : 1400846501
Total Pages : 320 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Social Learning by : William Hoppitt

Download or read book Social Learning written by William Hoppitt and published by Princeton University Press. This book was released on 2013-07-21 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many animals, including humans, acquire valuable skills and knowledge by copying others. Scientists refer to this as social learning. It is one of the most exciting and rapidly developing areas of behavioral research and sits at the interface of many academic disciplines, including biology, experimental psychology, economics, and cognitive neuroscience. Social Learning provides a comprehensive, practical guide to the research methods of this important emerging field. William Hoppitt and Kevin N. Lala define the mechanisms thought to underlie social learning and demonstrate how to distinguish them experimentally in the laboratory. They present techniques for detecting and quantifying social learning in nature, including statistical modeling of the spatial distribution of behavior traits. They also describe the latest theory and empirical findings on social learning strategies, and introduce readers to mathematical methods and models used in the study of cultural evolution. This book is an indispensable tool for researchers and an essential primer for students. Provides a comprehensive, practical guide to social learning research Combines theoretical and empirical approaches Describes techniques for the laboratory and the field Covers social learning mechanisms and strategies, statistical modeling techniques for field data, mathematical modeling of cultural evolution, and more

Neurobiological Systems Underlying Reward and Emotions in Social Settings

Author : Anna-Lena Zietlow
Publisher : Frontiers Media SA
ISBN 13 : 2889665887
Total Pages : 181 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Neurobiological Systems Underlying Reward and Emotions in Social Settings by : Anna-Lena Zietlow

Download or read book Neurobiological Systems Underlying Reward and Emotions in Social Settings written by Anna-Lena Zietlow and published by Frontiers Media SA. This book was released on 2021-03-12 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Social Anxiety Disorder

Author : National Collaborating Centre for Mental Health (Great Britain)
Publisher :
ISBN 13 : 9781909726031
Total Pages : 323 pages
Book Rating : 4.7/5 (26 download)

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Book Synopsis Social Anxiety Disorder by : National Collaborating Centre for Mental Health (Great Britain)

Download or read book Social Anxiety Disorder written by National Collaborating Centre for Mental Health (Great Britain) and published by . This book was released on 2013-08-01 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social anxiety disorder is persistent fear of (or anxiety about) one or more social situations that is out of proportion to the actual threat posed by the situation and can be severely detrimental to quality of life. Only a minority of people with social anxiety disorder receive help. Effective treatments do exist and this book aims to increase identification and assessment to encourage more people to access interventions. Covers adults, children and young people and compares the effects of pharmacological and psychological interventions. Commissioned by the National Institute for Health and Clinical Excellence (NICE). The CD-ROM contains all of the evidence on which the recommendations are based, presented as profile tables (that analyse quality of data) and forest plots (plus, info on using/interpreting forest plots). This material is not available in print anywhere else.

You Are a Social Detective!

Author : Michelle Garcia Winner
Publisher : Think Social Publishing
ISBN 13 : 1936943530
Total Pages : 76 pages
Book Rating : 4.9/5 (369 download)

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Book Synopsis You Are a Social Detective! by : Michelle Garcia Winner

Download or read book You Are a Social Detective! written by Michelle Garcia Winner and published by Think Social Publishing. This book was released on 2021-01-04 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: The social world is a big, complicated place! We are all social detectives as we observe, gather, and make sense of the clues within different social contexts (settings, situations, and the people in them) to figure out the hidden rules for expected behaviors. This leads us toward understanding how we each feel and think about others in a situation and how we choose to respond to each other’s actions and reactions. We are good Social Detectives when we use our eyes, ears, hearts, and brains to figure out what others are planning to do next or are presently doing and what they mean by their words and actions. This revised, expanded 2nd edition of the awarding-winning storybook teaches from the social learner’s perspective about the power of observation, reading context, and interpreting clues before choosing how to respond in ways that meet their social goals. A new structured approach to observation, new illustrations reflecting a broader range of inclusion and diversity in characters, practice pages and activities for deeper learning, specific teaching tips, and a glossary of Social Thinking Vocabulary and concepts are just some of the new material you’ll find inside. This is the first book in the Superflex® series. It guides readers on a journey of discovery where they can: · Learn formulas for gathering clues by observing a setting, situation, and people in it · Be empowered to figure out how the social world works through their own detective lens · Learn to identify feelings and emotions and connect them to behaviors · Understand that all feelings are okay, even uncomfortable ones, and we can still learn and grow · Get support from emojis and special word banks · Find core Social Thinking® Vocabulary words highlighted throughout to support and strengthen key learning concepts · Have numerous opportunities to make smart guesses about hidden social rules in various situations · See examples and tips for school, home, and community life · Celebrate how all of us are social observers who are affected by others’ actions and reactions

Computational Science – ICCS 2024

Author : Leonardo Franco
Publisher : Springer Nature
ISBN 13 : 3031637836
Total Pages : 462 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Computational Science – ICCS 2024 by : Leonardo Franco

Download or read book Computational Science – ICCS 2024 written by Leonardo Franco and published by Springer Nature. This book was released on with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques

Author : Bart Baesens
Publisher : John Wiley & Sons
ISBN 13 : 1119133122
Total Pages : 406 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques by : Bart Baesens

Download or read book Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques written by Bart Baesens and published by John Wiley & Sons. This book was released on 2015-08-17 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Detect fraud earlier to mitigate loss and prevent cascading damage Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques is an authoritative guidebook for setting up a comprehensive fraud detection analytics solution. Early detection is a key factor in mitigating fraud damage, but it involves more specialized techniques than detecting fraud at the more advanced stages. This invaluable guide details both the theory and technical aspects of these techniques, and provides expert insight into streamlining implementation. Coverage includes data gathering, preprocessing, model building, and post-implementation, with comprehensive guidance on various learning techniques and the data types utilized by each. These techniques are effective for fraud detection across industry boundaries, including applications in insurance fraud, credit card fraud, anti-money laundering, healthcare fraud, telecommunications fraud, click fraud, tax evasion, and more, giving you a highly practical framework for fraud prevention. It is estimated that a typical organization loses about 5% of its revenue to fraud every year. More effective fraud detection is possible, and this book describes the various analytical techniques your organization must implement to put a stop to the revenue leak. Examine fraud patterns in historical data Utilize labeled, unlabeled, and networked data Detect fraud before the damage cascades Reduce losses, increase recovery, and tighten security The longer fraud is allowed to go on, the more harm it causes. It expands exponentially, sending ripples of damage throughout the organization, and becomes more and more complex to track, stop, and reverse. Fraud prevention relies on early and effective fraud detection, enabled by the techniques discussed here. Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques helps you stop fraud in its tracks, and eliminate the opportunities for future occurrence.

Proceedings of the 7th International Conference on Advance Computing and Intelligent Engineering

Author : Bibudhendu Pati
Publisher : Springer Nature
ISBN 13 : 9819950155
Total Pages : 693 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of the 7th International Conference on Advance Computing and Intelligent Engineering by : Bibudhendu Pati

Download or read book Proceedings of the 7th International Conference on Advance Computing and Intelligent Engineering written by Bibudhendu Pati and published by Springer Nature. This book was released on with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Data-Driven Computing and Intelligent Systems

Author : Swagatam Das
Publisher : Springer Nature
ISBN 13 : 9819932505
Total Pages : 885 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Advances in Data-Driven Computing and Intelligent Systems by : Swagatam Das

Download or read book Advances in Data-Driven Computing and Intelligent Systems written by Swagatam Das and published by Springer Nature. This book was released on 2023-09-04 with total page 885 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume is a collection of best selected research papers presented at International Conference on Advances in Data-driven Computing and Intelligent Systems (ADCIS 2022) held at BITS Pilani, K K Birla Goa Campus, Goa, India during 23 – 25 September 2022. It includes state-of-the art research work in the cutting-edge technologies in the field of data science and intelligent systems. The book presents data-driven computing; it is a new field of computational analysis which uses provided data to directly produce predictive outcomes. The book will be useful for academicians, research scholars, and industry persons.

Soft Computing and Signal Processing

Author : V. Sivakumar Reddy
Publisher : Springer Nature
ISBN 13 : 9811670889
Total Pages : 793 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Soft Computing and Signal Processing by : V. Sivakumar Reddy

Download or read book Soft Computing and Signal Processing written by V. Sivakumar Reddy and published by Springer Nature. This book was released on 2022-02-15 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Fourth International Conference on Soft Computing and Signal Processing (ICSCSP 2021). The book covers topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning and discusses various aspects of these topics, e.g., technological considerations, product implementation and application issues.