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Author: Hamidreza Alvari
Publisher: Springer Nature
ISBN: 303061431X
Category : Computers
Languages : en
Pages : 100
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Book Description
This book sheds light on the challenges facing social media in combating malicious accounts, and aims to introduce current practices to address the challenges. It further provides an in-depth investigation regarding characteristics of “Pathogenic Social Media (PSM),”by focusing on how they differ from other social bots (e.g., trolls, sybils and cyborgs) and normal users as well as how PSMs communicate to achieve their malicious goals. This book leverages sophisticated data mining and machine learning techniques for early identification of PSMs, using the relevant information produced by these bad actors. It also presents proactive intelligence with a multidisciplinary approach that combines machine learning, data mining, causality analysis and social network analysis, providing defenders with the ability to detect these actors that are more likely to form malicious campaigns and spread harmful disinformation. Over the past years, social media has played a major role in massive dissemination of misinformation online. Political events and public opinion on the Web have been allegedly manipulated by several forms of accounts including “Pathogenic Social Media (PSM)” accounts (e.g., ISIS supporters and fake news writers). PSMs are key users in spreading misinformation on social media - in viral proportions. Early identification of PSMs is thus of utmost importance for social media authorities in an effort toward stopping their propaganda. The burden falls to automatic approaches that can identify these accounts shortly after they began their harmful activities. Researchers and advanced-level students studying and working in cybersecurity, data mining, machine learning, social network analysis and sociology will find this book useful. Practitioners of proactive cyber threat intelligence and social media authorities will also find this book interesting and insightful, as it presents an important and emerging type of threat intelligence facing social media and the general public.
Author: Hamidreza Alvari
Publisher: Springer Nature
ISBN: 303061431X
Category : Computers
Languages : en
Pages : 100
Get Book Here
Book Description
This book sheds light on the challenges facing social media in combating malicious accounts, and aims to introduce current practices to address the challenges. It further provides an in-depth investigation regarding characteristics of “Pathogenic Social Media (PSM),”by focusing on how they differ from other social bots (e.g., trolls, sybils and cyborgs) and normal users as well as how PSMs communicate to achieve their malicious goals. This book leverages sophisticated data mining and machine learning techniques for early identification of PSMs, using the relevant information produced by these bad actors. It also presents proactive intelligence with a multidisciplinary approach that combines machine learning, data mining, causality analysis and social network analysis, providing defenders with the ability to detect these actors that are more likely to form malicious campaigns and spread harmful disinformation. Over the past years, social media has played a major role in massive dissemination of misinformation online. Political events and public opinion on the Web have been allegedly manipulated by several forms of accounts including “Pathogenic Social Media (PSM)” accounts (e.g., ISIS supporters and fake news writers). PSMs are key users in spreading misinformation on social media - in viral proportions. Early identification of PSMs is thus of utmost importance for social media authorities in an effort toward stopping their propaganda. The burden falls to automatic approaches that can identify these accounts shortly after they began their harmful activities. Researchers and advanced-level students studying and working in cybersecurity, data mining, machine learning, social network analysis and sociology will find this book useful. Practitioners of proactive cyber threat intelligence and social media authorities will also find this book interesting and insightful, as it presents an important and emerging type of threat intelligence facing social media and the general public.
Author: Hamidreza Alvari
Publisher:
ISBN: 9783030614324
Category :
Languages : en
Pages : 0
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Book Description
This book sheds light on the challenges facing social media in combating malicious accounts, and aims to introduce current practices to address the challenges. It further provides an in-depth investigation regarding characteristics of "Pathogenic Social Media (PSM),"by focusing on how they differ from other social bots (e.g., trolls, sybils and cyborgs) and normal users as well as how PSMs communicate to achieve their malicious goals. This book leverages sophisticated data mining and machine learning techniques for early identification of PSMs, using the relevant information produced by these bad actors. It also presents proactive intelligence with a multidisciplinary approach that combines machine learning, data mining, causality analysis and social network analysis, providing defenders with the ability to detect these actors that are more likely to form malicious campaigns and spread harmful disinformation. Over the past years, social media has played a major role in massive dissemination of misinformation online. Political events and public opinion on the Web have been allegedly manipulated by several forms of accounts including "Pathogenic Social Media (PSM)" accounts (e.g., ISIS supporters and fake news writers). PSMs are key users in spreading misinformation on social media - in viral proportions. Early identification of PSMs is thus of utmost importance for social media authorities in an effort toward stopping their propaganda. The burden falls to automatic approaches that can identify these accounts shortly after they began their harmful activities. Researchers and advanced-level students studying and working in cybersecurity, data mining, machine learning, social network analysis and sociology will find this book useful. Practitioners of proactive cyber threat intelligence and social media authorities will also find this book interesting and insightful, as it presents an important and emerging type of threat intelligence facing social media and the general public.
Author: Kohei Arai
Publisher: Springer Nature
ISBN: 3031379632
Category : Technology & Engineering
Languages : en
Pages : 1492
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Book Description
This book is a collection of extremely well-articulated, insightful and unique state-ofthe-art papers presented at the Computing Conference which took place in London on June 22–23, 2023. A total of 539 papers were received out of which 193 were selected for presenting after double-blind peer-review. The book covers a wide range of scientific topics including IoT, Artificial Intelligence, Computing, Data Science, Networking, Data security and Privacy, etc. The conference was successful in reaping the advantages of both online and offline modes. The goal of this conference is to give a platform to researchers with fundamental contributions and to be a premier venue for academic and industry practitioners to share new ideas and development experiences. We hope that readers find this book interesting and valuable. We also expect that the conference and its publications will be a trigger for further related research and technology improvements in this important subject.
Author: Arthur E. Jongsma, Jr.
Publisher: John Wiley & Sons
ISBN: 1119906407
Category : Psychology
Languages : en
Pages : 626
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Book Description
Save hours of time-consuming paperwork with the bestselling planning system for mental health professionals The Adolescent Psychotherapy Progress Notes Planner, Sixth Edition, provides more than 1,000 complete prewritten session and patient descriptions for each behvioral problem in The Adolescent Psychotherapy Treatment Planner, Sixth Edition. Each customizable note can be quickly adapted to fit the needs of particular client or treatment situation. An indispensable resource for psychologists, therapists, counselors, social workers, psychiatrists, and other mental health professionals working with adolescent clients, The Adolescent Psychotherapy Progresss Notes Planner, Sixth Edition: Provides over 1,000 prewritten progress notes describing client presentation and interventions implemented Covers a range of treatment options that correspond with the behavioral problems and current DSM-TR diagnostic categories in the corresponding Adolesecent Psychotherapy Treatment Planner Incorporates DSM-5 TR specifiers and progress notes language consistent with evidence-based treatment interventions Addresses more than 35 behaviorally based presenting problems, including social anxiety, suicidal ideation, conduct disorder, chemical dependence, bipolar disorder, low self-esteem, ADHD, eating disorders, and unipolar depression Includes sample progress notes that satisfy the requirements of most third-party payors and accrediting agencies, including JCOA, CARF, and NCQA Features new and updated information on the role of evidence-based practice in progress notes writing and the status of progress notes under HIPAA
Author: Michael P. Doyle
Publisher: John Wiley & Sons
ISBN: 1555819974
Category : Medical
Languages : en
Pages : 1117
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Book Description
Since its introduction in 1997, the purpose of Food Microbiology: Fundamentals and Frontiers has been to serve as an advanced reference that explores the breadth and depth of food microbiology. Thoroughly updated, the new Fifth Edition adds coverage of the ever-expanding tool chest of new and extraordinary molecular methods to address many of the roles that microorganisms play in the production, preservation, and safety of foods. Sections in this valuable reference cover material of special significance to food microbiology such as: stress response mechanisms, spores, and the use of microbiological criteria and indicator organisms commodity-oriented discussion of types of microbial food spoilage and approaches for their control the major foodborne pathogens, including diseases, virulence mechanisms, control measures, and up-to-date details on molecular biology techniques state-of-the-science information on food preservation approaches, including natural antimicrobials and the use of bacteriophages in controlling foodborne pathogens beneficial microbes used in food fermentations and to promote human and animal health updated chapters on current topics such as antimicrobial resistance, predictive microbiology, and risk assessment This respected reference provides up-to-the-minute scientific and technical insights into food production and safety, readily available in one convenient source.
Author: Christos Tjortjis
Publisher: CRC Press
ISBN: 100099659X
Category : Computers
Languages : en
Pages : 191
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Book Description
With social media producing such huge amounts of data, the importance of gathering this rich data, often called "the digital gold rush", processing it and retrieving information is vital. This practical book combines various state-of-the-art tools, technologies and techniques to help us understand Social Media Analytics, Data Mining and Graph Databases, and how to better utilize their potential. Graph Databases: Applications on Social Media Analytics and Smart Cities reviews social media analytics with examples using real-world data. It describes data mining tools for optimal information retrieval; how to crawl and mine data from Twitter; and the advantages of Graph Databases. The book is meant for students, academicians, developers and simple general users involved with Data Science and Graph Databases to understand the notions, concepts, techniques, and tools necessary to extract data from social media, which will aid in better information retrieval, management and prediction.
Author: International Association for Food Protection
Publisher: Springer
ISBN: 3319260278
Category : Technology & Engineering
Languages : en
Pages : 164
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Book Description
Written by a team of international experts, this third edition designed to guide public health personnel or teams in any country that investigates reports of alleged waterborne illnesses. The manual is based on epidemiologic principles and investigative techniques that have been found effective in determining causal factors of disease incidence. The guidelines are presented in the sequence usually followed during investigations and are organized so that an investigator can easily find the information needed in any phase of an investigation. The book services as a guide to: • Develop a waterborne disease surveillance and emergency operations program • Handle illness alerts and water-related complaints that may be related to illness • Interview ill persons, those at risk, and controls • Develop a case definition • Transport water specimens and clinical specimens • Trace sources of contamination • Identify factors responsible for contamination, survival of pathogenic microorganisms or toxic substances, and/or propagation of pathogens • Collate and interpret collected data • Report information about the outbreak This edition has been extensively updated. A section has been added on water not intended for drinking as a source of illness. The chapter on “collection and analysis of data” has been significantly expanded to explain how data is collected and used to suggest possible vehicles, routes, and agents. The book is designed to improve the quality of investigation of outbreaks and disease surveillance. The International Association for Food Protection is a non-profit association of food safety professionals. Dedicated to the life-long educational needs of its Members, IAFP provides Members with an information network through its two scientific journals (Food Protection Trends and Journal of Food Protection), its educational Annual Meeting, international meetings and symposia along with international interaction between food safety professionals.
Author: Sarah Zaraket
Publisher: Routledge
ISBN: 1000327620
Category : Business & Economics
Languages : en
Pages : 127
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Book Description
This book provides a solid understanding of electronic word of mouth (eWOM) by taking the reader through the process of information diffusion from rumour generation in times of traditional word of mouth (WOM) to negative social eWOM and examining how consumers process it. Consumer Behaviour and Social Network Sites tackles different themes relating to negative eWOM. Drawing on both intensive scientific research and professional examples, it bridges the gap between the academic and professional worlds. The book contrasts negative social eWOM to traditional WOM while discussing the specificities of different social networking sites in diffusing such information. It looks at why and how consumers decide to create, share and react to negative social eWOM, suggesting that there are more reasons than are commonly presumed for consumers to articulate themselves on these platforms. It also provides an appreciation of web users' behaviours with regards to negative social eWOM and how it can alter their decision-making journey. The book concludes with several strategies and key takeaways to deal with and prevent negative social eWOM. Most books on WOM are purely professional and lack the theoretical contextualization of the issue. Moreover, they often provide insights on brand-to-consumer conversation but not consumer-to-consumer (C2C) communication. This short book provides marketing academics, students and practitioners with an important insight into these C2C communications that can potentially be harmful to brands.
Author: Francisco Martín-Rodríguez
Publisher: Frontiers Media SA
ISBN: 2832543162
Category : Medical
Languages : en
Pages : 194
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Book Description
Author: Thomas Lion
Publisher: Humana
ISBN: 9781493965137
Category : Science
Languages : en
Pages : 0
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Book Description
This detailed volume presents timely and authoritative content offering a comprehensive overview of the current state of the art in fungal diagnostics. Moreover, it addresses on-going developments expected to provide a basis for targeted treatment strategies resulting in improved outcome of invasive mycoses. The knowledge of host-related predisposing factors and stratified treatment options facilitating timely onset of adequate antifungal therapy are critical for successful clinical management and outcome of invasive fungal disease (IFD), requiring not only rapid diagnosis of a fungal infection and identification of the causative species, but also assessment of pathogen/host factors related to pathogenicity, susceptibility, and response to treatment. Written for the highly successful Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, Human Fungal Pathogen Identification: Methods and Protocols serves as an ideal reference for researchers investigating the ever-growing worldwide healthcare problems involving fungal infections.
