Social Sensing

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Social Sensing

Dong Wang,Tarek Abdelzaher,Lance Kaplan
Social Sensing Book PDF

Author : Dong Wang,Tarek Abdelzaher,Lance Kaplan
Publisher : Morgan Kaufmann
Page : 232 pages
File Size : 44,5 Mb
Release : 2015-04-17
Category : Computers
ISBN : 9780128011317

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Social Sensing by Dong Wang,Tarek Abdelzaher,Lance Kaplan Pdf

Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the key problem faced by application designers: how to extract reliable information from data collected from largely unknown and possibly unreliable sources. The book explains how a myriad of societal applications can be derived from this massive amount of data collected and shared by average individuals. The title offers theoretical foundations to support emerging data-driven cyber-physical applications and touches on key issues such as privacy. The authors present solutions based on recent research and novel ideas that leverage techniques from cyber-physical systems, sensor networks, machine learning, data mining, and information fusion. Offers a unique interdisciplinary perspective bridging social networks, big data, cyber-physical systems, and reliability Presents novel theoretical foundations for assured social sensing and modeling humans as sensors Includes case studies and application examples based on real data sets Supplemental material includes sample datasets and fact-finding software that implements the main algorithms described in the book

Social Sensing and Big Data Computing for Disaster Management

Zhenlong Li,Qunying Huang,Christopher T. Emrich
Social Sensing and Big Data Computing for Disaster Management Book PDF

Author : Zhenlong Li,Qunying Huang,Christopher T. Emrich
Publisher : Routledge
Page : 205 pages
File Size : 44,6 Mb
Release : 2020-12-17
Category : Social Science
ISBN : 9781000261493

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Social Sensing and Big Data Computing for Disaster Management by Zhenlong Li,Qunying Huang,Christopher T. Emrich Pdf

Social Sensing and Big Data Computing for Disaster Management captures recent advancements in leveraging social sensing and big data computing for supporting disaster management. Specifically, analysed within this book are some of the promises and pitfalls of social sensing data for disaster relevant information extraction, impact area assessment, population mapping, occurrence patterns, geographical disparities in social media use, and inclusion in larger decision support systems. Traditional data collection methods such as remote sensing and field surveying often fail to offer timely information during or immediately following disaster events. Social sensing enables all citizens to become part of a large sensor network which is low cost, more comprehensive, and always broadcasting situational awareness information. However, data collected with social sensing is often massive, heterogeneous, noisy, and unreliable in some aspects. It comes in continuous streams, and often lacks geospatial reference information. Together, these issues represent a grand challenge toward fully leveraging social sensing for emergency management decision making under extreme duress. Meanwhile, big data computing methods and technologies such as high-performance computing, deep learning, and multi-source data fusion become critical components of using social sensing to understand the impact of and response to the disaster events in a timely fashion. This book was originally published as a special issue of the International Journal of Digital Earth.

Social Sensing and Big Data Computing for Disaster Management

Zhenlong Li,Qunying Huang,Christopher T. Emrich
Social Sensing and Big Data Computing for Disaster Management Book PDF

Author : Zhenlong Li,Qunying Huang,Christopher T. Emrich
Publisher : Routledge
Page : 233 pages
File Size : 41,9 Mb
Release : 2020-12-17
Category : Social Science
ISBN : 9781000261530

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Social Sensing and Big Data Computing for Disaster Management by Zhenlong Li,Qunying Huang,Christopher T. Emrich Pdf

Social Sensing and Big Data Computing for Disaster Management captures recent advancements in leveraging social sensing and big data computing for supporting disaster management. Specifically, analysed within this book are some of the promises and pitfalls of social sensing data for disaster relevant information extraction, impact area assessment, population mapping, occurrence patterns, geographical disparities in social media use, and inclusion in larger decision support systems. Traditional data collection methods such as remote sensing and field surveying often fail to offer timely information during or immediately following disaster events. Social sensing enables all citizens to become part of a large sensor network which is low cost, more comprehensive, and always broadcasting situational awareness information. However, data collected with social sensing is often massive, heterogeneous, noisy, and unreliable in some aspects. It comes in continuous streams, and often lacks geospatial reference information. Together, these issues represent a grand challenge toward fully leveraging social sensing for emergency management decision making under extreme duress. Meanwhile, big data computing methods and technologies such as high-performance computing, deep learning, and multi-source data fusion become critical components of using social sensing to understand the impact of and response to the disaster events in a timely fashion. This book was originally published as a special issue of the International Journal of Digital Earth.

People Analytics

Ben Waber
People Analytics Book PDF

Author : Ben Waber
Publisher : FT Press
Page : 303 pages
File Size : 55,6 Mb
Release : 2013-04-24
Category : Business & Economics
ISBN : 9780133158335

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People Analytics by Ben Waber Pdf

Discover powerful hidden social "levers" and networks within your company... then, use that knowledge to make slight "tweaks" that dramatically improve both business performance and employee fulfillment! In People Analytics, MIT Media Lab innovator Ben Waber shows how sensors and analytics can give you an unprecedented understanding of how your people work and collaborate, and actionable insights for building a more effective, productive, and positive organization. Through cutting-edge case studies, Waber shows how: Changing the way call center employees spent their breaks increased performance by 25% while significantly reducing stress Quantifying the failure of marketing and customer service to communicate led to a more cohesive and profitable organization Tweaking the balance of in-person and electronic communication can enhance the value of both Sensor data can help you discover who your internal experts really are Identifying employees involved in "creative" behaviors can help you promote innovation throughout your business Sensors and simulations can help you optimize your sick-day policies Measuring informal interactions can improve the chances that a merger, acquisition, or "mega-project" will succeed Drawing on his cutting-edge work at MIT and Harvard, Waber addresses crucial issues ranging from technology to privacy, revealing what will be possible in a few years, and what you can achieve right now. In bringing the power of analytics to organizational development, he offers immense new opportunities to everyone with responsibility for workplace performance.

Urban Remote Sensing

Xiaojun X. Yang
Urban Remote Sensing Book PDF

Author : Xiaojun X. Yang
Publisher : John Wiley & Sons
Page : 532 pages
File Size : 47,7 Mb
Release : 2021-10-11
Category : Technology & Engineering
ISBN : 9781119625841

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Urban Remote Sensing by Xiaojun X. Yang Pdf

Urban Remote Sensing The second edition of Urban Remote Sensing is a state-of-the-art review of the latest progress in the subject. The text examines how evolving innovations in remote sensing allow to deliver the critical information on cities in a timely and cost-effective way to support various urban management activities and the scientific research on urban morphology, socio-environmental dynamics, and sustainability. Chapters are written by leading scholars from a variety of disciplines including remote sensing, GIS, geography, urban planning, environmental science, and sustainability science, with case studies predominately drawn from North America and Europe. A review of the essential and emerging research areas in urban remote sensing including sensors, techniques, and applications, especially some critical issues that are shifting the ­directions in urban remote sensing research. Illustrated in full color throughout, including numerous relevant case studies and extensive discussions of important concepts and cutting-edge technologies to enable clearer understanding for non-technical audiences. Urban Remote Sensing, Second Edition will be of particular interest to upper-division undergraduate and graduate students, researchers and professionals working in the fields of remote sensing, geospatial information, and urban & environmental planning.

People and Pixels

National Research Council,Division of Behavioral and Social Sciences and Education,Board on Environmental Change and Society,Committee on the Human Dimensions of Global Change
People and Pixels Book PDF

Author : National Research Council,Division of Behavioral and Social Sciences and Education,Board on Environmental Change and Society,Committee on the Human Dimensions of Global Change
Publisher : National Academies Press
Page : 267 pages
File Size : 50,7 Mb
Release : 1998-06-21
Category : Science
ISBN : 9780309064088

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People and Pixels by National Research Council,Division of Behavioral and Social Sciences and Education,Board on Environmental Change and Society,Committee on the Human Dimensions of Global Change Pdf

Space-based sensors are giving us an ever-closer and more comprehensive look at the earth's surface; they also have the potential to tell us about human activity. This volume examines the possibilities for using remote sensing technology to improve understanding of social processes and human-environment interactions. Examples include deforestation and regrowth in Brazil, population-environment interactions in Thailand, ancient and modern rural development in Guatemala, and urbanization in the United States, as well as early warnings of famine and disease outbreaks. The book also provides information on current sources of remotely sensed data and metadata and discusses what is involved in establishing effective collaborative efforts between scientists working with remote sensing technology and those working on social and environmental issues.

Advances in SIoT (Social Internet of Things)

Gururaj H L,Pramod H B,Gowtham M
Advances in SIoT Social Internet of Things Book PDF

Author : Gururaj H L,Pramod H B,Gowtham M
Publisher : CRC Press
Page : 302 pages
File Size : 44,7 Mb
Release : 2023-04-19
Category : Computers
ISBN : 9781000861013

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Advances in SIoT (Social Internet of Things) by Gururaj H L,Pramod H B,Gowtham M Pdf

The Social Internet of Things (SIoT) has become a hot topic in academic research. It employs the theory of social networks into the different levels of the Internet of Things (IoTs) and has brought new possibilities for the development of IoTs. Essentially, the SIoT is a subset of IoTs. It uses intelligent hardware and humans as the node, a social network as the organization type, the social relationship between things, things and humans, and between humans, formatting research methods and models with social network characteristics to realize the connection, service, and application of the IoTs. Moreover, SIoT is a form of realization of technology, architecture, and application of the IoTs using social network research methods. It further promotes the integration between real-world and virtual cyberspace, contributes the realization of the IoTs, expands the research scope of the social networking, and provides a new solution for the specific problems of the IoTs. Consequently, there is a tremendous need for researchers to have a comprehensive knowledge of the advances in SIoT. This special issue is soliciting scientific research papers that can present a snapshot of the latest research status of SIoT.

Sensing in Social Interaction

Lorenza Mondada
Sensing in Social Interaction Book PDF

Author : Lorenza Mondada
Publisher : Cambridge University Press
Page : 0 pages
File Size : 44,8 Mb
Release : 2023-10-19
Category : Psychology
ISBN : 1108706134

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Sensing in Social Interaction by Lorenza Mondada Pdf

This book offers a novel perspective on how people engage in sensing the materiality of the world as a way of social interaction. It proposes a conceptual and analytical advance in how to approach sensing as an intersubjective and interactional phenomenon within the framework of conversation analysis and ethnomethodology. Based on a uniquely rich set of video-recorded data, the author shows how people reacting to cheese in gourmet shops across Europe highlights the part the senses play in human behaviour and communication. The multimodal analysis of the case studies reveals the systematic features of looking, touching, smelling, and tasting in situated activities. By blending interdisciplinary research with real life, the volume puts together a theoretical and methodological framework for studying the embodied and linguistic dimensions of sensing in interaction.

Social Sensing

Dong Wang,Tarek Abdelzaher,Lance Kaplan
Social Sensing Book PDF

Author : Dong Wang,Tarek Abdelzaher,Lance Kaplan
Publisher : Unknown
Page : 0 pages
File Size : 54,7 Mb
Release : 2015
Category : Social media
ISBN : OCLC:1105795884

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Social Sensing by Dong Wang,Tarek Abdelzaher,Lance Kaplan Pdf

Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the key problem faced by application designers: how to extract reliable information from data collected from largely unknown and possibly unreliable sources. The book explains how a myriad of societal applications can be derived from this massive amount of data collected and shared by average individuals. The title offers theoretical foundations to support emerging data-driven cyber-physical applications and touches on key issues such as privacy. The authors present solutions based on recent research and novel ideas that leverage techniques from cyber-physical systems, sensor networks, machine learning, data mining, and information fusion. Offers a unique interdisciplinary perspective bridging social networks, big data, cyber-physical systems, and reliability Presents novel theoretical foundations for assured social sensing and modeling humans as sensors Includes case studies and application examples based on real data sets Supplemental material includes sample datasets and fact-finding software that implements the main algorithms described in the book.

Challenges Towards Ecological Sustainability in China

Xiaojun Yang,Shijun Jiang
Challenges Towards Ecological Sustainability in China Book PDF

Author : Xiaojun Yang,Shijun Jiang
Publisher : Springer
Page : 340 pages
File Size : 52,9 Mb
Release : 2018-12-15
Category : Science
ISBN : 9783030034849

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Challenges Towards Ecological Sustainability in China by Xiaojun Yang,Shijun Jiang Pdf

This book includes a selection of the best papers presented at the Jinan Forum on Geography and Ecological Sustainability held in Guangzhou, China, from 17 to 19 February 2017, as well as several invited papers. It discusses concepts, methods, and applications in geography and ecology with an emphasis on various issues challenging ecological sustainability in China. Chapters are written by leading scholars and researchers from a variety of disciplines including geography, ecology, environmental science and policy, and economics. Case studies are predominantly drawn from Southern China, where nearly four decades of dramatic urbanization has caused economic and ecological strains on land and people. This book will appeal to a wide readership including researchers, upper-division undergraduate and graduate students, and professionals in the fields of sustainability science, geography, ecology, and environmental science and policy.

Trends and Challenges in Digital Business Innovation

Vincenzo Morabito
Trends and Challenges in Digital Business Innovation Book PDF

Author : Vincenzo Morabito
Publisher : Springer Science & Business Media
Page : 215 pages
File Size : 50,8 Mb
Release : 2014-02-04
Category : Business & Economics
ISBN : 9783319043074

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Trends and Challenges in Digital Business Innovation by Vincenzo Morabito Pdf

This book describes the trends in digital innovation that are of most importance for businesses and explores the key challenges. The book is in three parts, the first of which focuses on developments in digital systems. Here, the ever-growing relevance of big data, cloud computing, and mobile services for business is discussed, and detailed consideration is given to the importance of social listening for understanding user behavior and needs and the implications of IT consumerization. In the second part, trends in digital management are examined, with chapters devoted to work practice, digital business identity as well as branding and governance. The final part of the book presents and reviews case studies of digital innovation at the global level that provide a benchmark of best practices, with inclusion of instructive fact sheets. While the book offers academic coverage of the digital transformation of business organizations and the associated challenges, it also describes concrete, real-world issues in clear, easy-to-understand language and will serve as a toolbox for managers that can be readily consulted. The text is supported by informative illustrations and tables, and practitioners will also benefit from the reported case studies and highlighted insights and recommendations.

Pervasive and Mobile Sensing and Computing for Healthcare

Subhas Chandra Mukhopadhyay,Octavian A. Postolache
Pervasive and Mobile Sensing and Computing for Healthcare Book PDF

Author : Subhas Chandra Mukhopadhyay,Octavian A. Postolache
Publisher : Springer Science & Business Media
Page : 368 pages
File Size : 42,7 Mb
Release : 2012-09-14
Category : Technology & Engineering
ISBN : 9783642325380

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Pervasive and Mobile Sensing and Computing for Healthcare by Subhas Chandra Mukhopadhyay,Octavian A. Postolache Pdf

The pervasive healthcare system focus towards achieving two specific goals: the availability of eHealth applications and medical information anywhere and anytime and the invisibility of computing. Furthermore, pervasive health system encompasses new types of sensing and communication of health information as well as new type of interactions among health providers and people, among patients, among patients and researchers and patients and corporations. This book aims at promoting the discussion on current trends in technologies and concepts that help integrate health monitoring and healthcare more seamlessly to our everyday lives, regardless of space and time, but also present cutting edge perspectives and visions to highlight future development. The book presents not only the state of the art technologies and solutions to tackle the critical challenges faced by the building and development of the pervasive health system but also potential impact on society at social, medical and technological level.

Intelligent Environmental Data Monitoring for Pollution Management

Siddhartha Bhattacharyya,Naba Kumar Mondal,Jan Platos,Vaclav Snasel,Pavel Kromer
Intelligent Environmental Data Monitoring for Pollution Management Book PDF

Author : Siddhartha Bhattacharyya,Naba Kumar Mondal,Jan Platos,Vaclav Snasel,Pavel Kromer
Publisher : Academic Press
Page : 346 pages
File Size : 49,9 Mb
Release : 2020-10-22
Category : Technology & Engineering
ISBN : 9780128199244

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Intelligent Environmental Data Monitoring for Pollution Management by Siddhartha Bhattacharyya,Naba Kumar Mondal,Jan Platos,Vaclav Snasel,Pavel Kromer Pdf

Intelligent Environmental Data Monitoring for Pollution Management discusses evolving novel intelligent algorithms and their applications in the area of environmental data-centric systems guided by batch process-oriented data. Thus, the book ushers in a new era as far as environmental pollution management is concerned. It reviews the fundamental concepts of gathering, processing and analyzing data from batch processes, followed by a review of intelligent tools and techniques which can be used in this direction. In addition, it discusses novel intelligent algorithms for effective environmental pollution data management that are on par with standards laid down by the World Health Organization. Introduces novel intelligent techniques needed to address environmental pollution for the well-being of the global environment Offers perspectives on the design, development and commissioning of intelligent applications Provides reviews on the latest intelligent technologies and algorithms related to state-of-the-art methodologies surrounding the monitoring and mitigation of environmental pollution Puts forth insights on future generation intelligent pollution monitoring techniques

Managing and Mining Sensor Data

Charu C. Aggarwal
Managing and Mining Sensor Data Book PDF

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
Page : 547 pages
File Size : 44,8 Mb
Release : 2013-01-15
Category : Computers
ISBN : 9781461463092

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Managing and Mining Sensor Data by Charu C. Aggarwal Pdf

Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. In particular sensor notes have become cheaper and more efficient, and have even been integrated into day-to-day devices of use, such as mobile phones. This has lead to a much larger scale of applicability and mining of sensor data sets. The human-centric aspect of sensor data has created tremendous opportunities in integrating social aspects of sensor data collection into the mining process. Managing and Mining Sensor Data is a contributed volume by prominent leaders in this field, targeting advanced-level students in computer science as a secondary text book or reference. Practitioners and researchers working in this field will also find this book useful.

Sensing Spirits

Marc A. Eaton
Sensing Spirits Book PDF

Author : Marc A. Eaton
Publisher : Routledge
Page : 217 pages
File Size : 52,8 Mb
Release : 2020-10-15
Category : Body, Mind & Spirit
ISBN : 9780429670800

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Sensing Spirits by Marc A. Eaton Pdf

Based on ethnographic research, this book examines the paranormal investigation subculture in the US. Presenting interviews with investigators as well as extensive field observations, it explores their reasons for getting involved, their use of different investigative methods, the interpretive processes by which they individually and collectively ‘sense’ spirits, the ways in which these processes are influenced by small group power dynamics, and what paranormal investigation ultimately means to those who participate. While focusing on the practices by which investigators ‘sense’ spirits in small groups, the author also situates paranormal investigation within a broader cultural context and attends to how investigators attempt to legitimize their practice despite being marginalized by both science and religion. A fascinating study of ghosts as an inherently social phenomenon, Sensing Spirits will appeal to sociologists with interests in ethnography, interactionism, cultural studies and subcultures.