Social Risk Factor Prediction Utilizing Social Big Data

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Social Risk Factor Prediction Utilizing Social Big Data

Author : The Korea Institute for Health and Social Affairs (South Korea)
Publisher : 길잡이미디어
ISBN 13 : 8968271283
Total Pages : 98 pages
Book Rating : 4.9/5 (682 download)

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Book Synopsis Social Risk Factor Prediction Utilizing Social Big Data by : The Korea Institute for Health and Social Affairs (South Korea)

Download or read book Social Risk Factor Prediction Utilizing Social Big Data written by The Korea Institute for Health and Social Affairs (South Korea) and published by 길잡이미디어. This book was released on 2014-11-20 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: CHAPTER 1 Introduction CHAPTER 2 Healthcare & Welfare 3.0 and Big Data 1. Measures to Push Forward Big Data in Healthcare and Welfare 2. Effective Big Data Utilization Measures in Healthcare and Welfare Area CHAPTER 3 Adolescent Suicide Risk Prediction Factors by Using Social Big Data: With Application of Decision Tree of Data Mining 1. Research Methods 2. Research Results 3. Discussion and Policy Proposal 4. Conclusion CHAPTER 4 Predictive Model of Risk Factors by Korean Cyber Bullying Types: With Application of Data Mining Using Social Big Data 1. Research Methods 2. Research Results 3. Conclusion CHAPTER 5 Methods of Social Risk Factors Prediction Utilizing Social Big Data

Social Risk Factor Prediction Utilizing Social Big Data

Author : Taemin Song
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (139 download)

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Book Synopsis Social Risk Factor Prediction Utilizing Social Big Data by : Taemin Song

Download or read book Social Risk Factor Prediction Utilizing Social Big Data written by Taemin Song and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nursing Informatics 2016

Author : W. Sermeus
Publisher : IOS Press
ISBN 13 : 161499658X
Total Pages : 1148 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Nursing Informatics 2016 by : W. Sermeus

Download or read book Nursing Informatics 2016 written by W. Sermeus and published by IOS Press. This book was released on 2016-07-21 with total page 1148 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the importance of electronic and digital devices in the provision of healthcare increases, so does the need for interdisciplinary collaboration to make the most of the new technical possibilities which have become available. This book presents the proceedings of the 13th International Conference on Nursing Informatics, held in Geneva, Switzerland, in June 2016. This biennial international conference provides one of the most important opportunities for healthcare professionals from around the world to gather and exchange expertise in the research and practice of both basic and applied nursing informatics. The theme of this 13th conference is eHealth for All: Every Level Collaboration – From Project to Realization. The book includes all full papers, as well as workshops, panels and poster summaries from the conference. Subjects covered include a wide range of topics, from robotic assistance in managing medication to intelligent wardrobes, and from low-cost wearables for fatigue and back stress management to big data analytics for optimizing work processes, and the book will be of interest to all those working in the design and provision of healthcare today.

AI-Centric Modeling and Analytics

Author : Alex Khang
Publisher : CRC Press
ISBN 13 : 1003815383
Total Pages : 356 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis AI-Centric Modeling and Analytics by : Alex Khang

Download or read book AI-Centric Modeling and Analytics written by Alex Khang and published by CRC Press. This book was released on 2023-12-06 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shares new methodologies, technologies, and practices for resolving issues associated with leveraging AI-centric modeling, data analytics, machine learning-aided models, Internet of Things-driven applications, and cybersecurity techniques in the era of Industrial Revolution 4.0. AI-Centric Modeling and Analytics: Concepts, Technologies, and Applications focuses on how to implement solutions using models and techniques to gain insights, predict outcomes, and make informed decisions. This book presents advanced AI-centric modeling and analysis techniques that facilitate data analytics and learning in various applications. It offers fundamental concepts of advanced techniques, technologies, and tools along with the concept of real-time analysis systems. It also includes AI-centric approaches for the overall innovation, development, and implementation of business development and management systems along with a discussion of AI-centric robotic process automation systems that are useful in many government and private industries. This reference book targets a mixed audience of engineers and business analysts, researchers, professionals, and students from various fields.

Participatory Health Through Social Media

Author : Shabbir Syed-Abdul
Publisher : Academic Press
ISBN 13 : 0128095482
Total Pages : 164 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Participatory Health Through Social Media by : Shabbir Syed-Abdul

Download or read book Participatory Health Through Social Media written by Shabbir Syed-Abdul and published by Academic Press. This book was released on 2016-06-10 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Participatory Health through Social Media explores how traditional models of healthcare can be delivered differently through social media and online games, and how these technologies are changing the relationship between patients and healthcare professionals, as well as their impact on health behavior change. The book also examines how the hospitals, public health authorities, and inspectorates are currently using social media to facilitate both information distribution and collection. Also looks into the opportunities and risks to record and analyze epidemiologically relevant data retrieved from the Internet, social media, sensor data, and other digital sources. The book encompasses topics such as patient empowerment, gamification and social games, and the relationships between social media, health behavior change, and health communication crisis during epidemics. Additionally, the book analyzes the possibilities of big data generated through social media. Authored by IMIA Social Media working group, this book is a valuable resource for healthcare researchers and professionals, as well as clinicians interested in using new media as part of their practice or research. - Presents a multidisciplinary point of view providing the readers with a broader perspective - Brings the latest case studies and technological advances in the area, supported by an active international community of members who actively work in this area - Endorsed by IMIA Social Media workgroup, guaranteeing trustable information from the most relevant experts on the subject - Examines how the hospitals, public health authorities, and inspectorates are currently using social media to facilitate both information distribution and collection

Analyzing Current Digital Healthcare Trends Using Social Networks

Author : Baral, Sukanta Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 330 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Analyzing Current Digital Healthcare Trends Using Social Networks by : Baral, Sukanta Kumar

Download or read book Analyzing Current Digital Healthcare Trends Using Social Networks written by Baral, Sukanta Kumar and published by IGI Global. This book was released on 2024-04-05 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the world of digital healthcare, a critical issue looms large, demanding the immediate attention of academic scholars. The convergence of developing medical technologies, innovative digital solutions, and intricate healthcare structures has set the stage for a seismic transformation. However, the understanding of this evolving landscape remains inadequate, and the urgency to decipher these intricacies has never been more pressing. As we witness the rapid expansion of mobile-based digital healthcare, a fundamental problem becomes evident – a lack of comprehensive research on the industry's structure and dynamics. This gaping void in knowledge is the challenge that Analyzing Current Digital Healthcare Trends Using Social Networks undertakes with groundbreaking academic rigor. This book is a key resolution to this overarching problem, and it is meticulously designed to serve academic scholars seeking to unravel the intricacies of the digital healthcare ecosystem. By delving deep into the web of stakeholders, industry-specific challenges, and regulatory frameworks, it provides a comprehensive analysis that is long overdue. Extensive use of research articles, case studies, and empirical evidence serves as a compass to navigate the complexities of digital healthcare. The ultimate goal is to empower academic scholars with knowledge, bridging the gap between theory and practice.

Integrating Social Care into the Delivery of Health Care

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309493439
Total Pages : 195 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Integrating Social Care into the Delivery of Health Care by : National Academies of Sciences, Engineering, and Medicine

Download or read book Integrating Social Care into the Delivery of Health Care written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-01-30 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrating Social Care into the Delivery of Health Care: Moving Upstream to Improve the Nation's Health was released in September 2019, before the World Health Organization declared COVID-19 a global pandemic in March 2020. Improving social conditions remains critical to improving health outcomes, and integrating social care into health care delivery is more relevant than ever in the context of the pandemic and increased strains placed on the U.S. health care system. The report and its related products ultimately aim to help improve health and health equity, during COVID-19 and beyond. The consistent and compelling evidence on how social determinants shape health has led to a growing recognition throughout the health care sector that improving health and health equity is likely to depend â€" at least in part â€" on mitigating adverse social determinants. This recognition has been bolstered by a shift in the health care sector towards value-based payment, which incentivizes improved health outcomes for persons and populations rather than service delivery alone. The combined result of these changes has been a growing emphasis on health care systems addressing patients' social risk factors and social needs with the aim of improving health outcomes. This may involve health care systems linking individual patients with government and community social services, but important questions need to be answered about when and how health care systems should integrate social care into their practices and what kinds of infrastructure are required to facilitate such activities. Integrating Social Care into the Delivery of Health Care: Moving Upstream to Improve the Nation's Health examines the potential for integrating services addressing social needs and the social determinants of health into the delivery of health care to achieve better health outcomes. This report assesses approaches to social care integration currently being taken by health care providers and systems, and new or emerging approaches and opportunities; current roles in such integration by different disciplines and organizations, and new or emerging roles and types of providers; and current and emerging efforts to design health care systems to improve the nation's health and reduce health inequities.

Digital Mental Health

Author : Ives Cavalcante Passos
Publisher : Springer Nature
ISBN 13 : 3031106989
Total Pages : 263 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Digital Mental Health by : Ives Cavalcante Passos

Download or read book Digital Mental Health written by Ives Cavalcante Passos and published by Springer Nature. This book was released on 2023-01-01 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This innovative book focuses on potential, limitations, and recommendations for the digital mental health landscape. Authors synthesize existing literature on the validity of digital health technologies, including smartphones apps, sensors, chatbots and telepsychiatry for mental health disorders. They also note that collecting real-time biological information is usually better than just collect filled-in forms, and that will also mitigate problems related to recall bias in clinical appointments. Limitations such as confidentiality, engagement and retention rates are moreover discussed. Presented in fifteen chapters, the work addresses the following questions: may smartphones and sensors provide more accurate information about patients’ symptoms between clinical appointments, which in turn avoid recall bias? Is there evidence that digital phenotyping could help in clinical decisions in mental health? Is there scientific evidence to support the use of mobile interventions in mental health? Digital Mental Health will help clinicians and researchers, especially psychiatrists and psychologists, to define measures and to determine how to test apps or usefulness, feasibility and efficacy in order to develop a consensus about reliability. These professionals will be armed with the latest evidence as well as prepared to a new age of mental health.

Insights in Life-course Epidemiology and Social Inequalities: 2021

Author : Cyrille Delpierre
Publisher : Frontiers Media SA
ISBN 13 : 2889769054
Total Pages : 152 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Insights in Life-course Epidemiology and Social Inequalities: 2021 by : Cyrille Delpierre

Download or read book Insights in Life-course Epidemiology and Social Inequalities: 2021 written by Cyrille Delpierre and published by Frontiers Media SA. This book was released on 2022-09-05 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Measuring and Analysing Social Determinants of Health in the Era of Big Data

Author : Yi Guo
Publisher : Frontiers Media SA
ISBN 13 : 2889764249
Total Pages : 116 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Measuring and Analysing Social Determinants of Health in the Era of Big Data by : Yi Guo

Download or read book Measuring and Analysing Social Determinants of Health in the Era of Big Data written by Yi Guo and published by Frontiers Media SA. This book was released on 2022-06-28 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Social Media Data Mining and Analytics

Author : Gabor Szabo
Publisher : John Wiley & Sons
ISBN 13 : 1118824903
Total Pages : 356 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Social Media Data Mining and Analytics by : Gabor Szabo

Download or read book Social Media Data Mining and Analytics written by Gabor Szabo and published by John Wiley & Sons. This book was released on 2018-09-18 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the power of social media to predict customer behavior and improve sales Social media is the biggest source of Big Data. Because of this, 90% of Fortune 500 companies are investing in Big Data initiatives that will help them predict consumer behavior to produce better sales results. Social Media Data Mining and Analytics shows analysts how to use sophisticated techniques to mine social media data, obtaining the information they need to generate amazing results for their businesses. Social Media Data Mining and Analytics isn't just another book on the business case for social media. Rather, this book provides hands-on examples for applying state-of-the-art tools and technologies to mine social media - examples include Twitter, Wikipedia, Stack Exchange, LiveJournal, movie reviews, and other rich data sources. In it, you will learn: The four key characteristics of online services-users, social networks, actions, and content The full data discovery lifecycle-data extraction, storage, analysis, and visualization How to work with code and extract data to create solutions How to use Big Data to make accurate customer predictions How to personalize the social media experience using machine learning Using the techniques the authors detail will provide organizations the competitive advantage they need to harness the rich data available from social media platforms.

Key Topics in Psychological Methods

Author :
Publisher : Springer Nature
ISBN 13 : 3031199227
Total Pages : 141 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Key Topics in Psychological Methods by :

Download or read book Key Topics in Psychological Methods written by and published by Springer Nature. This book was released on 2022 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume features cutting-edge and impactful articles from across Springer's diverse journals publishing program. In this curated collection, our editorial team has brought together highly-cited and downloaded articles on the topic of Psychological Methods into one single resource. Moreover, this book enables readers to review a broad spectrum of quality research on a specialized topic, which we hope facilitates interdisciplinary and critical discussions of the topic at hand. As part of the Key Topics in Behavioral Sciences book series, this volume aims to serve as a quick reference for readers when writing or researching new topics or subject areas. Other topics in the series will include Psychological Research Methods, Health and Behavior, Industrial and Organizational Psychology, Sports Psychology, and Consumer Behavior. In the first section of the volume, articles focus on such topics as Artificial Intelligence, Cultural Learning, Human Evolution, Human-Computer Interaction, Referential Triangle, Social Interaction, Differences, Diversity, Evolution, Genetics, Populations, and Race. Next, the second section features research on Double Dialogicality, Generalization, Qualitative Research, Single Case, Data Analysis, Data Screening, Insufficient Effort Responding, Research Design, Research Methods, and Survey Research. Lastly in the final section of this collection, Data Snooping, Harking, Publication Bias, Simulation, Open Science, Philosophy Of Science, Questionable Research Practices, Research Ethics, Content-Analysis, Dictionary Analysis, Natural Language Processing, Structural Topic Modeling, Text Analysis, Thematic Analysis, and Topic Modeling are discussed.

Applied Big Data Analytics and Its Role in COVID-19 Research

Author : Zhao, Peng
Publisher : IGI Global
ISBN 13 : 1799887952
Total Pages : 349 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Applied Big Data Analytics and Its Role in COVID-19 Research by : Zhao, Peng

Download or read book Applied Big Data Analytics and Its Role in COVID-19 Research written by Zhao, Peng and published by IGI Global. This book was released on 2022-04-29 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been a multitude of studies focused on the COVID-19 pandemic across fields and disciplines as all sectors of life have had to adjust the way things are done and adapt to the constantly shifting environment. These studies are crucial as they provide support and perspectives on how things are changing and what needs to be done to stay afloat. Connecting COVID-19-related studies and big data analytics is crucial for the advancement of industrial applications and research areas. Applied Big Data Analytics and Its Role in COVID-19 Research introduces the most recent industrial applications and research topics on COVID-19 with big data analytics. Featuring coverage on a broad range of big data technologies such as data gathering, artificial intelligence, smart diagnostics, and mining mobility, this publication provides concrete examples and cases of usage of data-driven projects in COVID-19 research. This reference work is a vital resource for data scientists, technical managers, researchers, scholars, practitioners, academicians, instructors, and students.

Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications

Download Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications PDF Online Free

Author : João Valente Cordeiro
Publisher : Frontiers Media SA
ISBN 13 : 2832537049
Total Pages : 291 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications by : João Valente Cordeiro

Download or read book Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications written by João Valente Cordeiro and published by Frontiers Media SA. This book was released on 2023-10-25 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Aggressive Behavior

Author : L.Rowell Huesmann
Publisher : Springer Science & Business Media
ISBN 13 : 147579116X
Total Pages : 332 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Aggressive Behavior by : L.Rowell Huesmann

Download or read book Aggressive Behavior written by L.Rowell Huesmann and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this important work twelve eminent scholars review the latest theoretical work on human aggressive behavior. Emerging theories of aggression; peers, sex-roles, and aggression; environmental investigation and mitigation of aggression; development of adult aggression; and group aggression in adolescents and adults are all discussed in detail to provide clinicians, researchers, and students with a cutting-edge overview of the field.

Personalized Psychiatry

Author : Ives Cavalcante Passos
Publisher : Springer
ISBN 13 : 3030035530
Total Pages : 190 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Personalized Psychiatry by : Ives Cavalcante Passos

Download or read book Personalized Psychiatry written by Ives Cavalcante Passos and published by Springer. This book was released on 2019-02-12 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book integrates the concepts of big data analytics into mental health practice and research. Mental disorders represent a public health challenge of staggering proportions. According to the most recent Global Burden of Disease study, psychiatric disorders constitute the leading cause of years lost to disability. The high morbidity and mortality related to these conditions are proportional to the potential for overall health gains if mental disorders can be more effectively diagnosed and treated. In order to fill these gaps, analysis in science, industry, and government seeks to use big data for a variety of problems, including clinical outcomes and diagnosis in psychiatry. Multiple mental healthcare providers and research laboratories are increasingly using large data sets to fulfill their mission. Briefly, big data is characterized by high volume, high velocity, variety and veracity of information, and to be useful it must be analyzed, interpreted, and acted upon. As such, focus has to shift to new analytical tools from the field of machine learning that will be critical for anyone practicing medicine, psychiatry and behavioral sciences in the 21st century. Big data analytics is gaining traction in psychiatric research, being used to provide predictive models for both clinical practice and public health systems. As compared with traditional statistical methods that provide primarily average group-level results, big data analytics allows predictions and stratification of clinical outcomes at an individual subject level. Personalized Psychiatry – Big Data Analytics in Mental Health provides a unique opportunity to showcase innovative solutions tackling complex problems in mental health using big data and machine learning. It represents an interesting platform to work with key opinion leaders to document current achievements, introduce new concepts as well as project the future role of big data and machine learning in mental health.

Earth Observation Open Science and Innovation

Author : Pierre-Philippe Mathieu
Publisher : Springer
ISBN 13 : 3319656333
Total Pages : 328 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Earth Observation Open Science and Innovation by : Pierre-Philippe Mathieu

Download or read book Earth Observation Open Science and Innovation written by Pierre-Philippe Mathieu and published by Springer. This book was released on 2018-01-23 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is published open access under a CC BY 4.0 license. Over the past decades, rapid developments in digital and sensing technologies, such as the Cloud, Web and Internet of Things, have dramatically changed the way we live and work. The digital transformation is revolutionizing our ability to monitor our planet and transforming the way we access, process and exploit Earth Observation data from satellites. This book reviews these megatrends and their implications for the Earth Observation community as well as the wider data economy. It provides insight into new paradigms of Open Science and Innovation applied to space data, which are characterized by openness, access to large volume of complex data, wide availability of new community tools, new techniques for big data analytics such as Artificial Intelligence, unprecedented level of computing power, and new types of collaboration among researchers, innovators, entrepreneurs and citizen scientists. In addition, this book aims to provide readers with some reflections on the future of Earth Observation, highlighting through a series of use cases not just the new opportunities created by the New Space revolution, but also the new challenges that must be addressed in order to make the most of the large volume of complex and diverse data delivered by the new generation of satellites.