Identification Of Pathogenic Social Media Accounts
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Identification Of Pathogenic Social Media Accounts
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Author : Hamidreza Alvari
language : en
Publisher: Springer Nature
Release Date : 2021-01-04
Identification Of Pathogenic Social Media Accounts written by Hamidreza Alvari and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-04 with Computers categories.
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.
Identification Of Pathogenic Social Media Accounts
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Author : Hamidreza Alvari
language : en
Publisher:
Release Date : 2021
Identification Of Pathogenic Social Media Accounts written by Hamidreza Alvari and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
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.
Intelligent Computing
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Author : Kohei Arai
language : en
Publisher: Springer Nature
Release Date : 2023-08-19
Intelligent Computing written by Kohei Arai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-19 with Technology & Engineering categories.
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.
Graph Databases
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Author : Christos Tjortjis
language : en
Publisher: CRC Press
Release Date : 2023-10-13
Graph Databases written by Christos Tjortjis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-13 with Computers categories.
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.
Detection Of Pathogenic Infections In Neurological Disorders Through Recycling Of Gene Expression Data
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Author : Anna-Maria Liebhoff
language : en
Publisher: Cuvillier Verlag
Release Date : 2021-06-21
Detection Of Pathogenic Infections In Neurological Disorders Through Recycling Of Gene Expression Data written by Anna-Maria Liebhoff and has been published by Cuvillier Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-21 with Computers categories.
For increasing the knowledge about small RNA an online platform was built in this thesis, homogenizing the analysis of sequencing data from over 4,000 samples collected in different laboratories worldwide from various organisms. Consequentially, tissue and disease specific biomarkers were detected and evidence was found for bacterial and viral infections of the sequenced tissues. This motivated the development of an algorithm for analyzing non-host RNA sequencing reads for detecting pathogenic abundance in the host. Focusing on neurological diseases, bacterial presence is suggested in brains of dementia patients. The platform and the algorithm can help scientists to add important leads to their own studies. In dieser Arbeit wurde eine Online-Plattform für small RNA entwickelt, die die Analyse der Sequenzierungsdaten von über 4.000 weltweit gewonnenen Proben verschiedener Organismen homogenisiert. Mit ihr wurden gewebe- und krankheitsspezifische Biomarker gefunden, sowie Hinweise auf bakterielle und virale Infektionen der sequenzierten Gewebe. Dies motivierte die Entwicklung eines Algorithmus für die Analyse von Nicht-Wirts-RNA-Sequenzierungsdaten zum Detektieren von Pathogenen. Bei einer Fokussierung auf neurologische Erkrankungen wurde bakterielle Präsenz im Gehirn von Demenzpatienten detektiert. Die Plattform und der Algorithmus können der Wissenschaft behilflich sein, neue Studien mit wichtigen Informationen zu verbessern.
The Adolescent Psychotherapy Progress Notes Planner
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Author : Arthur E. Jongsma, Jr.
language : en
Publisher: John Wiley & Sons
Release Date : 2024-01-04
The Adolescent Psychotherapy Progress Notes Planner written by Arthur E. Jongsma, Jr. and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-04 with Psychology categories.
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
Detecting Fake News On Social Media
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Author : Kai Shu
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Detecting Fake News On Social Media written by Kai Shu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
In the past decade, social media has become 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 area that is attracting tremendous attention. This book, from a data mining perspective, introduces the basic concepts and characteristics of fake news across disciplines, reviews representative fake news detection methods in a principled way, and illustrates challenging issues of fake news detection on social media. In particular, we discussed the value of news content and social context, and important extensions to handle early detection, weakly-supervised detection, and explainable detection. The concepts, algorithms, and methods described in this lecture can help harness the power of social media to build effective and intelligent fake news detection systems. This book is an accessible introduction to the study of detecting fake news on social media. It is an 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. The readers are encouraged to visit the book website for the latest information: http://dmml.asu.edu/dfn/
Procedures To Investigate Waterborne Illness
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Author : International Association for Food Protection
language : en
Publisher: Springer
Release Date : 2016-07-12
Procedures To Investigate Waterborne Illness written by International Association for Food Protection and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-12 with Technology & Engineering categories.
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.
Detection Characterization And Management Of Plant Pathogens
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Author : Islam Hamim
language : en
Publisher: Frontiers Media SA
Release Date : 2024-02-20
Detection Characterization And Management Of Plant Pathogens written by Islam Hamim and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-20 with Science categories.
Plant pathogens cause significant economic losses and endanger agricultural sustainability. The emergence of new plant diseases is caused primarily by international trade, climate change, and pathogens' ability to evolve quickly. Rapid and accurate identification of plant pathogens is critical for disease management. The diversity and distribution of plant pathogens, on the other hand, can significantly impede disease management and diagnostic efforts. Plant pathogens employ a number of strategies that result in diversity, transmission, and host adaptation. Plant pathogens have been observed interacting with a wide range of host species such as plants, endophytes, insects, pollinators, and other plant pathogens. However, the transmission and evolution of plant pathogens in hosts, as well as the impact of pathogens on different hosts, are often unknown.
Food Microbiology
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Author : Michael P. Doyle
language : en
Publisher: John Wiley & Sons
Release Date : 2020-07-10
Food Microbiology written by Michael P. Doyle and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-10 with Medical categories.
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.