Mobile Sensing in Psychology
Mobile Sensing in Psychology

Author: Matthias R. Mehl

Publisher: Guilford Publications

Published: 2023-10-06

Total Pages: 819

ISBN-13: 1462553117

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How can large-scale, real-time, and real-world data on people’s behaviors, interactions, and environments improve psychological measurement, or lead to customized psychological interventions? Written expressly for social and behavioral scientists, this cutting-edge handbook describes the key concepts and tools of mobile sensing and explains how to plan and conduct a mobile sensing study. Renowned experts address the whats, whys, and how-tos of collecting "big data" using smartphones and other wearables, and explore which research questions can best be addressed with these tools. Modern statistical methods for analyzing mobile sensing data are described--for example, dynamic structural equation modeling, network modeling, and machine learning, including deep neural networks. The book includes best-practice research examples of applications in clinical psychology, aging, neuroscience, health, emotions, relationships, personality, the workplace, and other areas. Key methodological challenges and ethical/privacy issues are highlighted throughout.

Mobile Sensing in Psychology
Mobile Sensing in Psychology

Author: Thomas R. Insel

Publisher:

Published: 2024

Total Pages: 0

ISBN-13: 9781462553129

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"The possibilities mobile sensing opens up for the social, behavioral, biomedical, and life sciences appear almost infinite and are bound to become even more comprehensive in the years to come. However, data collection with new information technology also poses new challenges for research and applied fields. Is everything that is possible also legally allowed? What are the personal and societal consequences of the possible deep insights into very private areas of life for research ethics and the relations between the researchers and those being researched? How can data be stored so that anonymity and privacy are preserved? How can quality criteria be formulated for this new and rapidly developing field of research? And how can we ensure that information and predictions derived from mobile sensing are psychometrically accurate and practically useful as we move from scientific proof-of-concept measurements to medical/clinical measurements that aim at supporting and improving the diagnostic process? This handbook answers these questions and based on the conviction that a profound understanding and the sound application of mobile sensing methods require specific knowledge and competencies: scientific background and the key concepts, how to generally plan and conduct a mobile sensing study, different methods of data collection with mobile sensing, both in terms of the technological know-how and the methodological how-to, and possibilities and limitations of mobile sensing and of best-practice examples from different areas of application"--

Digital Phenotyping and Mobile Sensing
Digital Phenotyping and Mobile Sensing

Author: Christian Montag

Publisher: Springer Nature

Published: 2022-07-22

Total Pages: 466

ISBN-13: 3030985466

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This book offers a snapshot of cutting-edge applications of digital phenotyping and mobile sensing for studying human behavior and planning innovative e-healthcare interventions. The respective chapters, written by authoritative researchers, cover both theoretical perspectives and good scientific and professional practices related to the use and development of these technologies. They share novel insights into established applications of mobile sensing, such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns, and highlight emerging trends, such as the use of machine learning, big data and deep learning approaches, and the combination of mobile sensing with AI and expert systems. Important issues relating to privacy and ethics are analyzed, together with selected case studies. This thoroughly revised and extended second edition provides researchers and professionals with extensive information on the latest developments in the field of digital phenotyping and mobile sensing. It gives a special emphasis to trends in diagnostics systems and AI applications, suggesting important future directions for research in public health and social sciences.

Toward a Psychology of Uncertainty
Toward a Psychology of Uncertainty

Author: Doris Brothers

Publisher: Taylor & Francis

Published: 2011-04-12

Total Pages: 239

ISBN-13: 1135469024

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Since trauma is a thoroughly relational phenomenon, it is highly unpredictable, and cannot be made to fit within the scientific framework Freud so admired. In Toward a Psychology of Uncertainty: Trauma-Centered Psychoanalysis, Doris Brothers urges a return to a trauma-centered psychoanalysis. Making use of relational systems theory, she shows that experiences of uncertainty are continually transformed by the regulatory processes of everyday life such as feeling, knowing, forming categories, making decisions, using language, creating narratives, sensing time, remembering, forgetting, and fantasizing. Insofar as trauma destroys the certainties that organize psychological life, it plunges our relational systems into chaos and sets the stage for the emergence of rigid, life-constricting relational patterns. These trauma-generated patterns, which often involve denial of sameness and difference, the creation of complexity-reducing dualities, and the transformation of certainty into certitude, figure prominently in virtually all of the complaints for which patients seek analytic treatment. Analysts, she claims, are no more strangers to trauma than are their patients. Using in-depth clinical illustrations, Dr. Brothers demonstrates how a mutual desire to heal and to be healed from trauma draws patients and analysts into their analytic relationships. She recommends the reconceptualization of what has heretofore been considered transference and countertransference in terms of the transformation of experienced uncertainty. In her view the increased ability of both analytic partners to live with uncertainty is the mark of a successful treatment. Dr. Brothers’ perspective sheds fresh light on a variety of topics of great general interest to analysts as well as many of their patients, such as gender, the acceptance of death, faith, cult-like training programs, and burnout. Her discussions of these topics are enlivened by references to contemporary cinema and theatre.

Ways of Sensing
Ways of Sensing

Author: David Howes

Publisher: Routledge

Published: 2013-10-30

Total Pages: 233

ISBN-13: 1317929470

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Ways of Sensing is a stimulating exploration of the cultural, historical and political dimensions of the world of the senses. The book spans a wide range of settings and makes comparisons between different cultures and epochs, revealing the power and diversity of sensory expressions across time and space. The chapters reflect on topics such as the tactile appeal of medieval art, the healing power of Navajo sand paintings, the aesthetic blight of the modern hospital, the role of the senses in the courtroom, and the branding of sensations in the marketplace. Howes and Classen consider how political issues such as nationalism, gender equality and the treatment of minority groups are shaped by sensory practices and metaphors. They also reveal how the phenomenon of synaesthesia, or mingling of the senses, can be seen as not simply a neurological condition but a vital cultural mode of creating social and cosmic interconnections. Written by leading scholars in the field, Ways of Sensing provides readers with a valuable and engaging introduction to the life of the senses in society.

Perceptual Intelligence
Perceptual Intelligence

Author: Brian Boxer Wachler, MD

Publisher: New World Library

Published: 2017-09-15

Total Pages: 282

ISBN-13: 160868475X

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The Secret Behind Our Perceptions Finally Revealed! Why do we gravitate to products endorsed by celebrities? Why does time seem to go by faster as we get older? Why are some athletes perpetual winners and others losers? Exploring the brain’s ability to interpret and make sense of the world, Dr. Brian Boxer Wachler describes how your perception can be reality or fantasy and how to separate the two, which is the basis of improving your Perceptual Intelligence (PI). With concrete examples and case studies, Dr. Brian (as he’s known to his patients) explains why our senses do not always match reality and how we can influence the world around us through perceptions, inward and outward. By fine-tuning your PI, you can better understand what’s really going on and make more insightful decisions in your life.

Emotions and Personality in Personalized Services
Emotions and Personality in Personalized Services

Author: Marko Tkalčič

Publisher: Springer

Published: 2016-07-13

Total Pages: 400

ISBN-13: 3319314130

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Personalization is ubiquitous from search engines to online-shopping websites helping us find content more efficiently and this book focuses on the key developments that are shaping our daily online experiences. With advances in the detection of end users’ emotions, personality, sentiment and social signals, researchers and practitioners now have the tools to build a new generation of personalized systems that will really understand the user’s state and deliver the right content. With leading experts from a vast array of domains from user modeling, mobile sensing and information retrieval to artificial intelligence, human-computer interaction (HCI) social computing and psychology, a broad spectrum of topics are covered. From discussing psychological theoretical models and exploring state-of-the-art methods for acquiring emotions and personality in an unobtrusive way, as well as describing how these concepts can be used to improve various aspects of the personalization process and chapters that discuss evaluation and privacy issues. Emotions and Personality in Personalized Systems will help aid researchers and practitioners develop and evaluate user-centric personalization systems that take into account the factors that have a tremendous impact on our decision-making – emotions and personality.

The Oxford Handbook of Psychological Situations
The Oxford Handbook of Psychological Situations

Author: John F. Rauthmann

Publisher:

Published: 2020

Total Pages: 537

ISBN-13: 0190263342

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Situations matter. They let people express their personalities and values; provoke motivations, emotions, and behaviors; and are the contexts in which people reason and act. The psychological assessment of situations is a new and rapidly developing area of research, particularly within the fields of personality and social psychology. This volume compiles state-of-the-art knowledge on psychological situations in chapters written by experts in their respective research areas. Bringing together historical reviews, theoretical pieces, methodological descriptions, and empirical applications, this volume is the definitive, go-to source for a psychology of situations.

The Cambridge Handbook of Expertise and Expert Performance
The Cambridge Handbook of Expertise and Expert Performance

Author: K. Anders Ericsson

Publisher: Cambridge University Press

Published: 2006-06-26

Total Pages: 31

ISBN-13: 1139456466

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This book was the first handbook where the world's foremost 'experts on expertise' reviewed our scientific knowledge on expertise and expert performance and how experts may differ from non-experts in terms of their development, training, reasoning, knowledge, social support, and innate talent. Methods are described for the study of experts' knowledge and their performance of representative tasks from their domain of expertise. The development of expertise is also studied by retrospective interviews and the daily lives of experts are studied with diaries. In 15 major domains of expertise, the leading researchers summarize our knowledge on the structure and acquisition of expert skill and knowledge and discuss future prospects. General issues that cut across most domains are reviewed in chapters on various aspects of expertise such as general and practical intelligence, differences in brain activity, self-regulated learning, deliberate practice, aging, knowledge management, and creativity.

Field Methods in Remote Sensing
Field Methods in Remote Sensing

Author: Roger M. McCoy

Publisher: Guilford Press

Published: 2005-01-01

Total Pages: 180

ISBN-13: 9781593850791

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This concise, much-needed guide takes readers step by step through planning and executing field work associated with many different types of remote sensing projects. Remote sensing texts and research reports typically focus on data-analytic techniques while offering a dearth of information on procedures followed in the field. In contrast, this book provides clear recommendations for defining field work objectives, devising a valid sampling plan, finding locations using GPS, and selecting and using effective measurement techniques for field reflectance spectra and for studies of vegetation, soils, water, and urban areas. Appendices feature sample field note forms, an extensive bibliography on advanced and specialized methods, and online metadata sources.